Using AI in Your Career Management

Why Use AI?

AI has become a powerful companion in the job search, helping you think more clearly, draft more effectively, and prepare more efficiently. In particular, generative AI, a type of artificial intelligence that creates new content such as text, images, or ideas based on patterns it has learned from large amounts of data, can assist with everything from brainstorming bullet points to practicing interview responses.

With AI now embedded in nearly every stage of the career journey, this is your opportunity to use it thoughtfully and strategically. Many students are already turning to AI tools, but few are leveraging their full potential. If you’re not using these tools yet, you may be at a competitive disadvantage. And if you are, this resource will help you elevate and refine your approach.

National benchmarking from the Career Services Employment Association (CSEA) shows that the top three ways students overwhelmingly use AI for career support:

86%

Resume Writing

66%

Cover Letters

63%

Interview Prep

Explore CMC-curated prompts, tools, and guidance designed to help you work smarter, strengthen your materials, and stand out at every stage of your career journey.

NOTE: The Rady Career Management Center recognizes the value of generative AI, such as ChatGPT, as a supplementary tool for students’ career journeys and encourages students to explore ways it may be useful. While generative AI has potential, it cannot replace personalized guidance, real-world insights, and holistic career planning, making career center engagement crucial for comprehensive and tailored career development.

How to Use AI Effectively

Define the task, audience, tone, constraints, and what “good” looks like. Provide real materials (job description, resume bullets, notes) so AI stays grounded.

Ask for multiple versions, then refine with follow-up prompts. When you like a draft, ask AI to critique it and improve the strongest option.

Use the best tool for the job: drafting, formatting, analysis, or research. Pick UCSD-supported tools when needed and match the tool to the task.

Never fabricate experience, outcomes, credentials, or metrics. Follow employer instructions and protect private/confidential information.

Pressure-test the output (what’s wrong, what’s missing, what would a recruiter question?). Fact-check key claims with credible sources, then finalize in your voice and log what changed.

Responsible and Ethical Use

Follow Employer Guidelines: Some assessments prohibit AI assistance. Always respect instructions.

Protect Confidential Data: Redact names, companies, project details, and anything covered by NDAs.

Avoid Hallucinations: Verify facts by checking multiple independent sources.

Know the Legal Landscape: NYC and EU laws regulate certain AI-assisted hiring tools and require transparency in some assessments.

Use AI to Support, Not Replace, Your Authentic Voice: Your story, your decisions, your career.

Prompt Library

This prompt library translates the Rady Career Management Model into a set of practical, ready-to-use AI prompts that mirror how we approach career advising. The prompts are organized to support each stage of the model, from Ideation & Planning and Discovery through Market Testing, Product Design, and Launch, helping students move from self-assessment and exploration to concrete career decisions, polished materials, and offer evaluation. Each prompt is designed to generate structured, actionable output while reinforcing intentional reflection and informed decision-making.

To use the library effectively, students should copy and paste their Rady-approved resume into your preferred AI model first, then paste the selected prompt. This allows the responses to be tailored to their background, program, goals, and constraints (such as location or visa considerations) without requiring repetitive manual inputs. The prompts are meant to complement, not replace, career coaching, and they intentionally point students back to relevant Rady and UC San Diego career resources at each stage of the process.

The prompts included here are starting points, not an exhaustive list. Students are encouraged to adapt, refine, and build upon them to align with their specific goals, industries, and career questions.

Ideation & Planning: Career Exploration and Self-Assessment

1. Self-Assessment

I’m a student at the Rady School of Management with this background:

Skills I enjoy using: [list]

Interests/industries I’m curious about: [list]

Constraints (location, visa, family, finances, etc.): [list]

1) Reflect back on the main themes you see in my background, skills, interests, and constraints. 
2) Suggest 5–8 possible career directions that realistically fit my profile.
3) For each direction, explain why it fits and what might NOT fit.
4) Ask me 5–7 clarifying questions to tighten your recommendations.

2. Skills & competency gap analysis

I’m a Rady graduate business student exploring my career path.

1) Help me list my current skills based on this information:
– Coursework: [list]
– Projects: [describe]
– Work experience: [describe]
– Technical tools: [list]
– Soft skills: [list]

2) For the target roles I’m considering: [e.g., product management, consulting, data analytics],
   create a table with:
   – Key skills required
   – My current level (Strong / Developing / Weak) based on what I shared
   – Specific gaps

3) Propose a 3–6 month learning plan to close the most important gaps, with concrete actions and resources.

4) Before finalizing the plan, ask any questions you need about my time availability, learning preferences, or budget. Stop after asking these questions and wait for my answers. Then refine the plan accordingly.

5) For each major skill gap you identify, recommend 1-2 Rady career center relevant resources using this website only as reference: https://career.rady.ucsd.edu/
Select only what best fits each gap, rather than listing everything.

3. Values, motivators, and work style

Help me clarify my values and work preferences.

1) Ask me 10–12 questions about:
   – What kind of problems I like to solve
   – How I like to work (team/solo, structure, pace)
   – What motivates me (impact, money, learning, stability, prestige, etc.)
   – What I absolutely want to avoid

Stop after asking the questions and wait for my answers.

2) Based on my answers, summarize:
   – Top 5 values and why they matter
   – Ideal work environment characteristics
   – Red flags to watch for in roles/companies

3) Suggest 5–7 role types or paths that align well with my values.

4) Recommend Rady career center relevant resources using this website only as reference: https://career.rady.ucsd.edu/ that would support further values clarification and reflection (for example: the Self‑Assessment & Career Strategy channel, relevant CMC articles or workshops, program‑specific career content, or UC San Diego Library resources like ebooks/guides on career decision‑making). Briefly suggest when during the quarter/term I might use each one.

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

1. 6–12 month career roadmap

Help me create a 6–12 month career action plan as a Rady graduate business student.

My target role(s): [describe]
Graduation date: [month/year]
Current situation: [describe briefly]

1) Working backwards from graduation, outline a monthly timeline.
2) For each month, list 3–5 specific, realistic actions across:
   – Skill-building
   – Networking
   – Applications / market testing
   – Personal branding (LinkedIn, portfolio, etc.)
3) Make goals SMART (specific, measurable, achievable, relevant, time-bound).
4) Highlight the 3 highest-leverage actions I should prioritize.
5) For each phase of the roadmap, map 2–3 specific Rady/UCSD resources or platforms I should use (e.g., program-specific Career Roadmap, Job & Internship Search channel, 12Twenty and Handshake events, VMock for resume refinement, Labor Market Insights, Interstride, and relevant Library databases), and show where to plug them into the timeline.

2. Weekly execution plan

I need a concrete weekly career plan I can stick to.

Constraints:
– Weekly time available for career work: [hours]
– Other commitments: [describe]
– Target roles and industries: [describe]

1) Suggest a weekly schedule that breaks my career work into blocks (e.g., networking, applications, learning, brand-building).
2) Give me specific examples of tasks for each block.
3) Include “tiny version” tasks for busy weeks so I still make progress.
4) End with a simple weekly review checklist I can use.
5) For each weekly block (networking, applications, learning, branding), list 1–2 concrete resources I can use (e.g., Job & Internship Search videos like “The 2 Hour Job Search,” LinkedIn + ChatGPT workshop recording, MBA-Exchange / Careernomics, VMock, CMC career videos, and Library databases for research).

3. Risk and contingency planning

Help me stress-test my career action plan.

My goal: [e.g., land a product management role in tech in [location] by [date]].

1) List major risks to achieving this (market, skill gaps, timing, visa, etc.).
2) For each risk, propose:
   – Early warning signs
   – 2–3 mitigation strategies
3) Suggest 1–2 backup career paths that still leverage my skills and degree.
4) For each major risk and backup path, recommend 2–3 Rady/UC San Diego resources that help me mitigate or monitor that risk (for example: Labor Market Insights for market shifts, Interstride for visa and global options, Offer Assessment & Negotiation channel content, and targeted meetings with my Rady career coach).

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

1. Compare career paths with a decision matrix

Help me choose between these career paths after Rady:
– Option A: [e.g., Product Management in tech]
– Option B: [e.g., Consulting]
– Option C: [e.g., Corporate Finance in a large company]

1) Ask me 8–10 questions to understand my priorities (e.g., learning, compensation, stability, location, impact, work-life).
2) Turn my answers into 5–8 weighted criteria (with % weights).
3) Build a simple decision matrix:
   – Criteria vs. Options
   – Score each option 1–5 on each criterion, explaining each score.
4) Show the weighted score for each option and interpret the results.
5) Highlight trade-offs and what I should reflect on before deciding.
6) Rady career center relevant resources using this website only as reference: https://career.rady.ucsd.edu/ that I can use to populate and refine this decision matrix

2. Scenario planning: short, medium, long term

Act as a strategic advisor for my career.

Given these possible paths: [list 2–3 options],

1) For each path, sketch:
   – Where I might be in 1 year, 3 years, and 7–10 years
   – Typical titles, responsibilities, lifestyle, and compensation trajectory (directionally, not exact numbers)
2) List the main risks for each path and how I could mitigate them.
3) Suggest 3–5 experiments I could run in the next 3 months to test which path fits me best.
4) End with 5 reflection questions I should answer on my own.
5) For each path, suggest specific Rady/UC San Diego resources I should use to validate the scenarios (e.g., function/industry channels on the CMC site with Labor Market Insights, MBA-Exchange / Careernomics to see real programs and roles, UCSD Library company/industry databases, program employment reports, and conversations with a Rady career coach).

3. Deciding whether to pivot or double down

I’m unsure whether to stick with my current career direction or pivot.

Here’s my current direction: [describe],
and my doubts/concerns: [describe].

1) Ask me 5–7 targeted questions to understand my situation better.
2) Create two scenarios:
   – Scenario 1: I double down on my current path
   – Scenario 2: I pivot to [alternative direction or “TBD”]
3) Compare these scenarios across:
   – Fit with my values and strengths
   – Short-term cost/disruption
   – Long-term upside
   – Risks and uncertainties
4) Suggest a low-risk way to “test” the pivot before fully committing.
5) Recommend 3–5 resources I can use to pressure-test my current path vs. a pivot, such as: a meeting with my Rady career coach, Self-Assessment & Career Strategy content, Market Research tools (Labor Market Insights, MBA-Exchange, Careernomics), and targeted UC San Diego Library research on alternative industries/roles.

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

Discovery: Market Research

1. Deep-dive industry overview

Act as an industry analyst and career coach.
I’m exploring this industry: [e.g., fintech, consumer packaged goods, biotech, climate tech].
1) Give me a concise overview:
   – What the industry is
   – Key value chain components
   – Main customer types
2) Summarize:
   – Major trends and growth drivers
   – Main risks or headwinds
   – Types of roles where a Rady graduate business student could add value
3) Suggest:
   – 5–10 companies to research (mix of large + growth-stage)
   – 10 specific keywords and topics I should learn more about
4) Recommend 3–5 Rady career center relevant resources I should use to research this industry in more depth using this website only as reference: https://career.rady.ucsd.edu/ For each resource, briefly explain how I should use it (e.g., to find employers, to understand trends, to learn required skills).
Assume I’m early in my research; explain concepts in clear, non-jargony language.

2. Compare 2–3 industries

Help me compare these industries as a potential post-grad path:
[Industry 1], [Industry 2], [Industry 3].
1) Create a comparison table across:
   – Growth outlook
   – Typical entry roles for business grads
   – Skill intensity (quant, relationship, operations, etc.)
   – Work-life balance (approximate)
   – Geographic concentration
   – Long-term mobility/flexibility

2) Explain where someone with my background might fit best:
[briefly describe background].

3) Suggest 3 experiments I can run in the next 4–8 weeks to test my fit with each industry.
4) For each industry, point me to 2–3 resources Rady career center relevant resources I should use to research this industry in more depth using this website only as reference: https://career.rady.ucsd.edu/ and explain how to use them to gather the data for the comparison table.

3. Industry-specific language & talking points

Act as a career coach helping me sound informed about [industry].

1) List 10–15 core concepts, metrics, or buzzwords I should understand to talk with professionals in this industry.
2) For each, provide a plain-English explanation and why it matters.
3) Help me craft a 60–90 second “why I’m interested in this industry” pitch tailored to my background:
[describe background and interests].
4) Recommend 3–5 concrete sources I can use to keep up with this industry’s language (e.g., Firsthand/Vault guides, Library databases and news, Market Research channel, MBA-Exchange / Careernomics company and program descriptions), and suggest a simple routine for using them each week.

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

1. Target company brief

Act as my research assistant as I research careers.

I’m researching this company: [Company Name].

1) Summarize:
   – What the company does and how it makes money
   – Main customer segments
   – Core products/services
   – Competitive position and main competitors

2) From a career perspective, outline:
   – Typical business roles (for MBAs / business master’s grads)
   – What kind of candidates tend to succeed there (based on culture and business model)
   – 5–7 reasons this company might be attractive for someone like me, and 3–5 possible drawbacks

3) Suggest:
   – 8–10 thoughtful networking or informational interview questions specific to this company.
4) Suggest a short “research stack” for this company: 4–6 resources such as the CMC Market Research and Job & Internship Search channels, MBA-Exchange / Careernomics employer profiles (if available), Interstride (for global/visa questions), UC San Diego Library company and news databases, and any CMC or Rady alumni profiles connected to this employer.

2. Company fit analysis

Help me evaluate my fit with [Company Name].

Here’s my background and interests: [describe].

1) Based on what you know about [Company Name], list:
   – 5–7 reasons I might be a strong fit
   – 3–5 potential concerns or gaps

2) Recommend 3–5 concrete actions I can take in the next month to become a stronger candidate there (skills, projects, networking, etc.).

3) Write a short paragraph I could use in emails or interviews to explain “Why [Company Name]?” that feels personalized and specific.
4) Point me to 3–5 Rady/UCSD resources I can use to improve my fit with this company (e.g., function/industry channel content, Firsthand/Vault guides, MBA-Exchange / Careernomics for similar employers, relevant Library databases, and connecting with alumni or Rady Network contacts working there).

3. Compare multiple target companies

I’m deciding where to focus my search.

Compare these companies from a career perspective for a Rady graduate business student:
– [Company A]
– [Company B]
– [Company C]

1) Build a comparison:
   – Business model and growth outlook (brief)
   – Culture and work environment themes
   – Early-career development and learning
   – Mobility opportunities (internal moves, geographic options)
   – Overall competitiveness for entry roles

2) Suggest which 1–2 might be my highest priority targets based on this background:
[describe experience/interests].
3) Recommend a set of 4–6 resources I should use across all companies (CMC channels, Labor Market Insights, MBA-Exchange / Careernomics, Interstride, Library databases, Firsthand/Vault guides, and alumni via Rady Network/LinkedIn) and show how to systematically capture that information in the comparison.

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

1. Role deep dive

Act as a career coach explaining the role of [target role, e.g., Product Manager, Strategy Consultant, Marketing Manager, Data Analyst].

1) Describe:
   – What this role actually does day-to-day
   – Who they work with
   – Typical metrics they are accountable for

2) List:
   – 8–10 core skills required
   – Common tools/tech or frameworks used
   – Typical backgrounds that enter this role

3) For a Rady graduate business student with this background:
[describe],
   explain how I could position myself for this role and what gaps to close.
4) Suggest 3–6 resources I should use to research this role, such as:
Rady function-specific channels (e.g., Business Analytics, Finance, Supply Chain, Entrepreneurship),
Labor Market Insights for typical titles, skills, and demand,
Firsthand/Vault role guides,
MBA-Exchange / Careernomics and Interstride for role postings,
UC San Diego Library for role- or industry-specific research.

2. Pathways into a role

Help me understand how to break into [target role].

1) Describe common entry points into this role for business grad students (internships, rotations, associate roles, etc.).
2) Suggest:
   – 3–5 types of projects I could do (coursework, side projects, competitions) that would signal fit.
   – 3–5 key talking points I should have ready to explain why I want this role.

3) Create a prioritized 3–6 month plan to move closer to being a competitive candidate.
4) Recommend 3–5 resources I can use to find real examples of entry paths and projects (e.g., CMC function channels, Rady alumni profiles via Rady Network/LinkedIn, MBA-Exchange / Careernomics, Interstride, and Library databases), and explain how to use each.

3. Role fit check

I’m considering becoming a [target role].

Here is my background, strengths, and preferences: [describe].

1) Map my strengths and preferences against what this role requires.
2) Summarize:
   – Evidence that this role might be a strong fit for me
   – Warning signs or potential misalignments

3) Recommend:
   – 3 low-risk experiments to test my fit (e.g., projects, events, shadowing, case competitions).
4) Based on the fit analysis, point me to 3–5 specific resources I can use to test my fit—such as relevant CMC channels and career videos, VMock (to adjust my resume toward this role), function-specific Rady coursework and Extended Studies offerings, MBA-Exchange / Careernomics job descriptions, and Library research—to run the experiments you suggested.

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

Market Testing: Personal Narrative and Networking

1. Career story draft

Act as a storytelling guide.

Help me craft my career story as a Rady graduate business student.

Inputs:
– My background: [brief history]
– Why I chose Rady and my program: [reason]
– Key experiences or projects I’m proud of: [list]
– Target roles/industries: [describe]

1) Turn this into:
   – A 60-second “Tell me about yourself” answer.
   – A 2–3 minute expanded version for networking or interviews.

2) Make the story:
   – Clear and logically structured
   – Focused on my target roles
   – Showing progression and intentionality

3) Suggest 3–5 variations I can use when speaking to different audiences (e.g., consulting, product, startup).
4) Recommend 3–5 ways I can test and refine this story using Rady/UCSD resources—for example: practicing it in VMock AI Interview Prep, reviewing CMC narrative-building articles or workshops, using Rady career coaching appointments, and tailoring versions for specific industries based on Firsthand/Vault or industry research via the Library.

2. STAR story bank

Help me build a bank of strong STAR stories for interviews.

1) Ask me 8–10 questions to uncover situations where I:
   – Led a team
   – Influenced without authority
   – Resolved conflict
   – Analyzed complex data or problems
   – Drove results under constraints

2) For each example I give, turn it into a STAR story (Situation, Task, Action, Result) of 3–5 concise bullet points.

3) At the end, map each story to common behavioral themes (e.g., leadership, teamwork, problem solving, resilience).

3. Narrative stress test

Act as a skeptical interviewer.

Given my “Tell me about yourself” answer:
[PASTE ANSWER HERE]

1) Critique it ruthlessly but constructively for:
   – Clarity
   – Relevance to my target roles: [describe]
   – Specificity and impact
   – Authenticity

2) Rewrite it to be:
   – Tighter and more compelling
   – Clearly tied to the role/industry I want.

3) Suggest 3 follow-up questions an interviewer might ask based on this story, so I can prepare.
4) Recommend 3–5 Rady/UCSD resources to further refine my “Tell me about yourself” and related stories (for example: VMock Interview Prep, Interviewing and Self-Assessment channels, relevant CMC workshops, and Library or online resources on storytelling for business careers).

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

1. Cold outreach message drafting

Help me craft better outreach messaging in networking.

I want to reach out to [type of person: alum, recruiter, hiring manager, peer] at [Company/Industry].

My background: [describe]
My goal for outreach: [informational chat / internship advice / career switch guidance].

1) Write 3 variants of a concise outreach message I can send on LinkedIn or email.
2) Keep it:
   – Specific and personalized
   – Respectful of their time
   – Clear about the ask (15–20 minute chat, etc.)
3) Suggest a subject line if email, or a connection note if LinkedIn.
4) Suggest 3–5 resources that will help me find the right people to contact and personalize my outreach: Rady program and function channels with alumni stories, the Rady Network / LinkedIn alumni search, MBA-Exchange / Careernomics employer pages, Interstride for international/global networking, and Library news/databases for company/industry context.

2. Networking strategy for a term/quarter

Help me build a networking plan for the next [X] weeks.

Target roles/industries: [describe].

1) Suggest:
   – Who I should prioritize (alumni, classmates, company insiders, etc.)
   – How many new conversations per week is realistic
2) Outline:
   – A simple weekly routine (finding people, reaching out, following up)
   – How to track my conversations and follow-ups

3) Provide 5 tips to make networking feel authentic, not transactional, for my personality type: [introvert/ambivert/extrovert].
4) Recommend 3–5 Rady/UCSD tools I should build into my networking routine, such as: 12Twenty and Handshake events, CMC Job & Internship Search and Global Opportunities channels, Interstride (for global employers), MBA-Exchange / Careernomics virtual events, and Rady career coaches for strategy tune-ups.

3. Follow-up messages

Act as my follow-up coach.

I had this networking conversation:
[describe briefly].

1) Draft 2–3 possible follow-up messages:
   – A thank-you note right after the conversation
   – A check-in message a few weeks later

2) Keep the tone professional yet warm, and avoid sounding pushy.
3) Suggest how I can provide value back to the other person over time.
4) Suggest 3–4 resources I can use to keep conversations warm and valuable—e.g., sharing relevant CMC articles or events, Library or industry resources, or MBA-Exchange / Careernomics insights—and explain how to use them without being pushy

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

1. Question list tailored to person + role

Help me prepare for an informational interview.

I’m speaking with:
– Their role: [e.g., Senior Product Manager]
– Company: [name]
– My interests: [describe]
– Time available: [e.g., 20–30 minutes]

1) Generate 12–15 thoughtful questions, prioritized into:
   – “Must ask”
   – “Nice-to-ask if time”
2) Focus on:
   – Their career path and decision points
   – How the role/company really works day-to-day
   – Advice for someone with my background (Rady grad business student) targeting similar roles.
3) Recommend 3–5 sources to help me prepare deeper, non-Googleable questions for this person (for example: their company’s profile on MBA-Exchange / Careernomics, CMC function/industry channels, Labor Market Insights, UC San Diego Library news/databases, and their LinkedIn/alumni bios).

2. Practice script for informational interviews

Act as a role-play partner.

1) Help me craft:
   – A 30–45 second opening script to introduce myself and set the agenda.
   – A 30–45 second closing script to end the conversation and ask about staying in touch.

2) Then, simulate a short informational interview:
   – You play the professional in [role/company].
   – Ask me 5–7 realistic questions they might ask me.
   – After I answer, give me brief feedback on how to improve my responses.
3) Suggest 3–4 resources I can use to practice and improve (e.g., VMock Interview Prep, CMC Interviewing channel videos, career coach mock conversations, and Library resources on effective networking), and recommend how often to use them.

3. Extract insights & next steps

I recently had this informational interview:
[PASTE NOTES OR SUMMARY HERE].

1) Summarize the key insights about:
   – The role
   – The company
   – The industry
2) Translate those into:
   – 3–5 actions I should take next
   – 3–5 updates I should make to my resume, LinkedIn, or story.
3) Suggest how and when I should follow up with this person.
4) Based on the insights, suggest 3–5 Rady/UCSD resources that align with my next steps (such as specific CMC channels, Labor Market Insights, MBA-Exchange / Careernomics for roles mentioned, Interstride for countries/regions, or Library research tools), and how to incorporate them into my career plan.

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

Product Design: Resumes and Cover Letters

⭐ VMock’s Resume module is a sophisticated AI feedback system that analyzes your resume in real-time, offering personalized suggestions on how to improve content, structure, and impact. Their optimizer tool also allows you to tailor your resume to specific job descriptions, improving your chances of getting past Applicant Tracking Systems and catching a recruiter’s attention.

1. Cover letter from scratch

Act as my cover letter coach.
Rady Cover Letter Template:
FORMAT SAMPLE Matched to your resume: Name Your City, State, Zip Code Your Telephone Number Your Email (1 space) (1 more space) Date (1 space) Contact Name, Title Name of Organization Street Address City, State, Zip Code (1 space) Dear Ms. (or Mr.) Last Name: (1 space) Opening Paragraph – state the reason(s) you are a match for the job: This paragraph should be brief, perhaps two or three sentences. Use this paragraph to identify yourself and the position to which you are applying, to explain how you learned about the position, and to identify any personal contacts you have with the company. Do research on the firm, so you can state your interest in the particular company and how you are well suited for the position. (1 space) Second Paragraph-examples/proof: The second paragraph is used to expand upon your qualifications and explain how your qualifications match the needs of the company and the position by providing examples. Incorporate some of the actual words from the job description when you talk about your professional experience. If possible, use an actual work experience to demonstrate your relevant skills – “show me” is more effective than “tell me.” Rather than “tell me” you have strong communication skills, use a specific work example where you can demonstrate how your communications skills contributed to a successful outcome. Be sure to focus on the company’s needs, not your own. (1 space) Third Paragraph – examples/proof: Often the third paragraph is used to highlight a separate skill or experience relevant to the position. It is important that you do not put too many ideas and concepts into a single paragraph as this makes it more difficult for the reader to quickly read the letter. It is better to use a second and third paragraph to separate distinctly different skills or experience. (1 space) Closing Paragraph: The concluding paragraph should mention your enclosures and restate why your background, experience and personality would be a good fit for the position. You may state how you can be reached and express your availability for a phone or in-person interview. Or note connection to a location preference. And finally, thank them for their time and consideration. (1 space) Sincerely, If possible – Your Signature Always end with – Your name typed
Job description:
[PASTE JD]

Company: [name]
My resume/background:
[PASTE OR DESCRIBE]

1) Outline a 3–4 paragraph structure for my cover letter.
2) Draft a cover letter that:
   – Clearly connects my experience to the main needs of the role
   – Shows why I’m excited about this company specifically
   – Uses concrete evidence rather than generic claims

3) Keep the tone professional, confident, and concise.
4) Highlight any parts I should customize further before sending.
5) Suggest a mini-process using Rady resources:
Draft using the Rady Cover Letter Guide and Rubric,
Cross-check language with the CMC Job & Internship Search channel and Firsthand/Vault guides,
Use Library company/industry research to personalize the “Why this company” section,
Optionally have a Rady career coach review high-stakes letters.

2. Improve an existing cover letter

Here is my cover letter draft:
[PASTE LETTER]

Target role and company: [describe].

1) Critique this draft for clarity, specificity, and alignment with the job description.
2) Rewrite it to:
   – Be more concise
   – Strengthen the “why this role / why this company”
   – Emphasize my most relevant achievements.

3) Provide a short note explaining the key improvements you made.
4) Recommend 3–5 resources I should use before sending the letter (e.g., Rady Cover Letter Guide, CMC articles on tailoring applications, MBA-Exchange / Careernomics company and program descriptions, Library news/databases about the employer, and feedback from a career coach or trusted peer).

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

1. LinkedIn headline & About section

Help me maximize my LinkedIn profile headline and about section.
My background and goals:
[describe briefly].
1) Suggest 5–7 LinkedIn headline options that:
   – Use keywords for [target roles/industries]
   – Highlight my Rady program and key strengths
   – Are specific, not generic
2) Draft an “About” section (summary) in 2 versions:
   – Version A: First-person, friendly and professional
   – Version B: More concise and formal
3) Make sure it clearly communicates:
   – Who I am
   – What I’m good at
   – What kinds of roles I’m targeting.
4) Suggest 3–5 resources I can use to refine and test my headline/About over time—such as CMC content on LinkedIn (e.g., S.H.A.R.P. for LinkedIn), Job & Internship Search videos, Firsthand/Vault profiles of professionals in my target roles, Rady alumni examples, and Library/industry research to incorporate the right keywords.

2. Profile optimization checklist

Help me optimize my LinkedIn profile for [target roles/industries].

1) Based on general best practices, create a checklist for:
   – Photo and banner
   – Headline
   – About section
   – Experience and projects
   – Skills and endorsements
   – Featured section
2) For each section, give:
   – What “good” looks like for my situation (Rady grad business student)
   – 2–3 concrete edits I should make.
3) Suggest 10–15 skills I should consider adding for [target roles].

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

1. Personal positioning statement

Act as a branding coach.
Based on this background and goals:
[describe],
1) Help me craft a 1–2 sentence positioning statement that:
   – States who I am (Rady [MBA/MS] candidate, etc.)
   – Highlights my core value proposition
   – Indicates the roles/industries I’m targeting

2) Provide 3–5 variations optimized for:
   – LinkedIn headline
   – Email signature
   – Verbal introduction at events.
3) Recommend 3–4 resources that can inform and validate my positioning statement (for example: program-specific Rady Career Roadmap, Labor Market Insights, Firsthand/Vault guides, and MBA-Exchange / Careernomics job descriptions), and show how to tweak the statement for different audiences using those resources.

2. Content / thought leadership plan

I want to start building a visible personal brand on LinkedIn around [topics, e.g., data-driven marketing, fintech, sustainability, etc.].
1) Identify 4–6 content themes I could regularly post about, based on my interests and Rady experience.
2) Suggest 10 specific post ideas I could create in the next 2 months.
3) Provide 3 simple templates for short posts that:
   – Share a learning
   – Comment on an industry trend
   – Reflect on a project or experience.
4) Suggest 4–6 sources of content I can regularly mine for ideas—CMC news and channels, UC San Diego Library databases and business news, Firsthand/Vault guides, MBA-Exchange / Careernomics events, and industry newsletters—and propose a simple process for turning what I read/watch into short LinkedIn posts.

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

Launch: Interview Prep and Salary Negotiation

⭐ VMock’s AI Interview Prep helps you practice, refine, and perfect your interview skills. With role-specific simulations, tailored feedback, and tools to sharpen your introduction, you’ll feel confident walking into interviews. Click here to learn more.

1. Behavioral interview prep pack

Act as my interview coach.
Target role(s): [describe].
1) List 15 common behavioral interview questions I’m likely to face.
2) Match each question type to the STAR stories I should use, based on these experiences:
[briefly list experiences].
3) Help me draft strong, concise answer outlines for 5 of the most important questions.
4) Give 5 tips to improve my delivery (tone, structure, length).
5) Design a 1–2 week practice plan that shows when and how to use Rady/UC San Diego resources. Include specific actions using tools such as:
VMock AI Interview Prep (with my target role selected)
CMC Interviewing channel videos and resources
My STAR stories and “Tell me about yourself” drafts
A mock interview with my Rady career coach and/or peers
Company/industry research via UC San Diego Library databases and MBA‑Exchange / Careernomics
Sequence these into a realistic plan (e.g., what to do on Days 1–2, 3–4, etc.) based on a typical Rady student schedule.

2. Job description–specific prep

Help me prepare for an interview for this job:
[PASTE JD].
My background:
[describe].
1) Identify the 8–10 competencies this JD is really emphasizing.
2) Suggest:
   – 5 targeted behavioral questions they are likely to ask
   – 5 role-specific or case-style questions they might ask
3) For each question, outline a high-level structure of a strong answer I could give.
4) Recommend 3 company- or industry-specific topics I should research before the interview.

3. Mock interview simulation

Act as an interviewer for [target role] at [type of company].
1) Ask me 8–10 questions:
   – Mix of behavioral and role-specific questions
   – One at a time, waiting for my answer
2) After each answer, provide:
   – A brief score (1–5)
   – 2–3 pieces of constructive feedback and how I could improve.
3) At the end, summarize my biggest strengths and top 3 areas for improvement.

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

1. Compare multiple offers

Act as a neutral career advisor.
I’m comparing these offers:
Offer A: [describe]
Offer B: [describe]
Offer C (optional): [describe]
My priorities: [list, e.g., learning, compensation, location, visa, work-life, brand].
1) Create a decision table:
   – Criteria (based on my priorities)
   – Weight each criterion
   – Score each offer (1–5) with a short explanation.
2) Highlight qualitative factors that don’t fit easily into a table.
3) Summarize which offer seems best aligned with my stated priorities, and what trade-offs I’d be making.
4) Suggest 5 questions I should ask each employer before deciding.
5) Suggest 3–5 resources I can use to benchmark compensation and roles and to get advice, such as: Labor Market Insights, CMC Offer Assessment & Negotiation channel, salary/compensation guides linked by CMC, relevant industry sources via the Library, and a meeting with my Rady career coach.

2. Single offer evaluation

Help me assess this offer:
[describe role, compensation, location, company, team, etc.].
My career goals and constraints:
[describe].
1) Analyze the offer against:
   – Skill growth and responsibilities
   – Manager and team (based on what I know)
   – Brand and exit opportunities
   – Lifestyle and personal constraints
2) Point out:
   – Green flags
   – Yellow flags
   – Red flags (if any) that I should explore further.
3) Suggest what extra information I should collect before accepting or negotiating.
4) Recommend specific Rady/UCSD resources I should consult before deciding—e.g., Offer Assessment & Negotiation content, Labor Market Insights, Interstride (for international/visa or location issues), Library cost-of-living and industry research, and a career coach appointment.

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

1. Negotiation strategy

Act as my negotiation coach. I want to negotiate an offer.
Here are the details of my offer and context:
[describe clearly, including role, company, location, base, bonus, equity if any, deadlines, and any competing offers or constraints].
1) Help me identify what I most reasonably can negotiate (base, signing bonus, start date, role scope, etc.).
2) Suggest a strategy that covers:
What to prioritize
What trade‑offs I might consider
How my situation (timeline, other offers, visa, finances) affects my leverage
3) Propose 2–3 target scenarios (e.g., best case, realistic case, minimum acceptable).
4) List 5–7 talking points I can use in the negotiation that are professional and collaborative, not adversarial.
5) Recommend 2–3 Rady/UC San Diego resources I should consult before negotiating—for example:
CMC Offer Assessment & Negotiation channel articles and videos
Labor Market Insights for salary ranges by role/location
MBA‑Exchange / Careernomics or Library sources for additional compensation benchmarks
A conversation with my Rady career coach about tone, timing, and approach
For each resource you suggest, briefly explain how it will inform or improve my negotiation strategy.

2. Negotiation email or script

Based on this offer and situation:
[describe],

1) Draft:
   – A polite email I could send to start the negotiation, OR
   – A call script I could use if I’m speaking live.

2) Make sure it:
   – Expresses enthusiasm and appreciation
   – Clearly and specifically makes my ask
   – Provides a brief rationale tied to my value and market factors
   – Keeps the door open for continued conversation.

3) Suggest 3 ways to respond if they say “we can’t move on base salary.”

3. Decide when NOT to negotiate (or how hard)

Help me decide how aggressively to negotiate this offer.

Offer details:
[describe].

My situation:
– Financial/visa constraints: [describe]
– Alternative options (offers/interviews): [describe]
– Deadline: [date]

1) Analyze the risks and benefits of negotiating in my specific context.
2) Suggest:
   – Whether I should negotiate, and if so, how assertively
   – 2–3 low-risk asks that are unlikely to damage the relationship.
3) Provide a short script for a “light touch” negotiation if that’s appropriate.
4) Suggest 3–5 resources I can use to calibrate how aggressively to negotiate—such as: CMC Offer Assessment & Negotiation content, Labor Market Insights, Interstride or global resources (for visa-constrained roles), Library research on typical compensation in my field, and a short conversation with a Rady career coach to sanity-check my approach.

Tip: Click inside the box, then press Ctrl/Cmd + A → Ctrl/Cmd + C.

How the CMC Uses AI

At the Career Management Center (CMC), we thoughtfully integrate AI to enhance your career development experience. Through curated AI tools, prompts, and resources, we help you work smarter across key career stages, such as crafting stronger resumes and cover letters, preparing for interviews, and exploring career paths. These AI-supported strategies are designed to boost efficiency and insight while keeping your goals and individual strengths at the center of your journey.

Use the left and right arrows on the testimonial to learn more about how the CMC uses AI across different areas of career development. ➡️

Thought Leaders of AI

Jeremy Schifeling

AI career strategist and former LinkedIn insider who helps professionals and students use AI tools to accelerate job searches and career growth.

LEARN MORE ABOUT JEREMY

Sandra Peterson

A proud UC San Diego alumna and early AI innovator, Sandra leverages leadership experience at Apple and NVIDIA to help small and mid-sized businesses turn AI into practical, ROI-driven results through Sandstone Partners.

LEARN MORE ABOUT sandra

Ethan Mollick

Wharton professor and leading voice on AI at work and in education, known for translating cutting-edge AI research into clear, practical insights.

LEARN MORE ABOUT ethan

Monday	8:00 am- 4:30 pm
Tuesday	8:00 am- 4:30 pm
Wednesday	8:00 am- 4:30 pm
Thursday	8:00 am- 4:30 pm
Friday	8:00 am- 4:30 pm

Why Use AI?

How to Use AI Effectively

Responsible and Ethical Use

Prompt Library

Ideation & Planning: Career Exploration and Self-Assessment

Assessment

1. Self-Assessment

2. Skills & competency gap analysis

3. Values, motivators, and work style

Career Decision Making

1. 6–12 month career roadmap

2. Weekly execution plan

3. Risk and contingency planning

Career Action Plan

1. Compare career paths with a decision matrix

2. Scenario planning: short, medium, long term

3. Deciding whether to pivot or double down

Discovery: Market Research

Industry research

1. Deep-dive industry overview

2. Compare 2–3 industries

3. Industry-specific language & talking points

Company research

1. Target company brief

2. Company fit analysis

3. Compare multiple target companies

Function/role research

1. Role deep dive

2. Pathways into a role

3. Role fit check

Market Testing: Personal Narrative and Networking

Personal narrative

1. Career story draft

2. STAR story bank

3. Narrative stress test

Networking

1. Cold outreach message drafting

2. Networking strategy for a term/quarter

3. Follow-up messages

Informational interviewing

1. Question list tailored to person + role

2. Practice script for informational interviews

3. Extract insights & next steps

Product Design: Resumes and Cover Letters

Cover letters

1. Cover letter from scratch

2. Improve an existing cover letter

Online profiles

1. LinkedIn headline & About section

2. Profile optimization checklist

Personal brand

1. Personal positioning statement

2. Content / thought leadership plan

Launch: Interview Prep and Salary Negotiation

Interview Prep

1. Behavioral interview prep pack

2. Job description–specific prep

3. Mock interview simulation

Offer assessment

1. Compare multiple offers

2. Single offer evaluation

Offer negotiation

1. Negotiation strategy

2. Negotiation email or script

3. Decide when NOT to negotiate (or how hard)

How the CMC Uses AI

Thought Leaders of AI

Jeremy Schifeling

Sandra Peterson

Ethan Mollick

Career Resources

Professional & Skill Development

Introduction to Claude Analysis

Generative AI on GCP: Harnessing Generative AI with Vertex AI

Generative AI on GCP: An Introduction

How to Break into AI Product Management

The Hiring Funnel for AI Product Management

Prompt Engineering: Generative AI for System Hacking

Career Prep Videos

AI in Action Experience with Vista Equity Partners