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Equity Research Analyst

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ETHAN KIM

Senior Technology Equity Research Analyst

+1 (555) 987-6543

[email protected]

San Francisco, CA

linkedin.com/in/ethan-kim

ethankimfinance.com

Skills

Financial modeling, Predictive analytics, Machine learning algorithms, Statistical analysis, Python, SQL, R, Bloomberg Terminal

Certifications

CFA Level III

Completed Level III of the CFA Program, with advanced study in investment analysis, portfolio management, ethics, and asset valuation.

Machine Learning for Finance

Completed coursework on applying machine learning techniques to financial datasets, feature engineering, and predictive modeling workflows.

Professional Summary

Senior equity research analyst specializing in semiconductor and AI infrastructure companies. Builds earnings models, valuation scenarios, and sector dashboards that turn filings, channel checks, and market data into clear investment recommendations. Known for concise research notes, disciplined risk framing, and close collaboration with sales, trading, and portfolio-management teams.

Work Experience

Senior Technology Analyst, Equity Research

01/2022

Tech Company Inc

San Francisco, CA

Covered semiconductor and AI infrastructure companies, publishing 50+ earnings previews, initiation reports, and model updates for institutional and high-net-worth clients.

Built revenue, margin, and valuation scenarios for chip manufacturers, helping portfolio managers compare upside, downside, and catalyst timing before investment committee meetings.

Partnered with quantitative analysts to improve data-quality checks and factor inputs, reducing model review time while keeping forecast assumptions documented and auditable.

Led research on emerging technology supply-chain trends and translated findings into client-ready notes, internal briefings, and a sector whitepaper.

Technology Analyst, Equity Research

06/2020 - 12/2021

Finance Firm

San Francisco, CA

Performed fundamental analysis on 40 technology companies, combining financial statements, earnings calls, and market data into clear buy-side research packets.

Created reusable financial-model templates for technology coverage, making revenue drivers, sensitivity cases, and valuation assumptions easier for clients to review.

Junior Analyst, Equity Research

08/2019 - 05/2020

Research Institute

San Francisco, CA

Compiled revenue, margin, and balance-sheet data for 20 public technology companies, identifying semiconductor-cycle patterns for senior analysts.

Prepared an internal report on AI, cloud, and hardware demand signals that supported weekly research discussions and coverage planning.

Education

Bachelor of Arts in Economics

08/2017 - 05/2021

University of California, Berkeley

Berkeley, CA

Master of Science in Finance

08/2021 - 05/2023

New York University, Stern School of Business

New York, NY

Projects

Tech Market Trends Dashboard

Created a Python and Tableau dashboard that tracks revenue revisions, capex signals, and valuation multiples across technology coverage names.

https://ethankimfinance.com/trend-dashboard

AI Startup Investment Simulator

Built a Python simulation model to test AI hardware demand scenarios and compare potential outcomes under different growth, margin, and discount-rate assumptions.

Why This Template Works

This resume format works exceptionally well for ATS (Applicant Tracking Systems) due to its clear and concise structure, which prioritizes key information such as professional titles, summaries, and achievements. By including relevant keywords like 'equity research', 'technology analyst', and specific areas of expertise ('semiconductor companies' and 'AI chip manufacturers'), the resume is optimized for search engines and hiring managers looking for candidates with a particular skill set in equity analysis.

Moreover, Ethan Kim's professional background and accomplishments are prominently featured, ensuring that recruiters can quickly identify his relevance to their open positions. The inclusion of social media links (LinkedIn) enhances the credibility and accessibility of the candidate, making it easier for potential employers to verify qualifications and connect directly with him.

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How to Write This Resume

How to Write This Resume

Expert guidelines and best practices for each section of your resume.

01

Contact

Contact

First Name Last Name City, State, Zip Code Phone Number | Email Address LinkedIn Profile URL | Portfolio URL (Optional)

General Guidelines

Your contact information is the first section recruiters see. Keep it concise and professional. Ensure your email address is appropriate (e.g., [email protected]). Include your LinkedIn profile for a comprehensive view of your professional journey. A portfolio or personal website is recommended for creative, technical, or design roles.

Avoid This

Do not include your full physical address (street number/name) for privacy reasons. Avoid including personal details like marital status, age, photo, or social security number unless specifically required in your country. Do not use unprofessional email addresses.

Real Examples

See clear examples of how to format contact details effectively.

Don't

John Doe 1234 Random St, Apt 56 New York, NY 10001 [email protected] github.com/aliciacode Single, 28 years old

Do

John Doe New York, NY (555) 123-4567 | [email protected] linkedin.com/in/johndoe | johndoe.com

Quick Tips

  • Use a professional email address (firstname.lastname format)
  • Ensure your voicemail is set up and professional
  • Double-check your phone number and email for typos
  • Make your LinkedIn URL custom (linkedin.com/in/yourname)

02

Summary

Summary

Professional Title Result-oriented [Role Name] with [Number] years of experience in [Key Skills/Industries]. Proven track record of [Major Achievement]. Skilled in [Key Technologies/Skills]. Committed to delivering [Specific Value] for [Target Industry/Company type].

General Guidelines

A professional summary is your elevator pitch. It should be 3-5 sentences long, summarizing your experience, key skills, and major achievements. Tailor it to the job description by using relevant keywords. Focus on what makes you unique and the value you bring to potential employers.

Avoid This

Avoid generic objectives like 'Looking for a challenging role to grow my skills.' Recruiters want to know what value you bring to them, not what you want from them. Don't use first-person pronouns (I, me, my). Keep it concise and impactful.

Real Examples

Compare a weak objective with a strong professional summary.

Don't

Objective: I am a hard-working individual looking for a Equity Research position where I can learn new things and advance my career.

Do

Senior equity research analyst focused on semiconductor and AI infrastructure companies, with experience building earnings models, valuation scenarios, and client-ready research notes. Translates filings, earnings calls, and market data into investment recommendations with clear upside, downside, and catalyst framing.

Quick Tips

  • Quantify research scope where possible, such as number of companies covered, reports published, models maintained, or data workflows improved.
  • Keep it under 5 lines for readability
  • Use strong action verbs to start sentences
  • Tailor the summary to match the job description

03

Skills

Skills

Technical Skills - Languages: [List] - Frameworks: [List] - Tools: [List] Soft Skills - [Skill 1], [Skill 2], [Skill 3]

General Guidelines

Group your skills logically (e.g., Languages, Frameworks, Tools). Focus on hard skills relevant to the job. List skills in order of proficiency or relevance. Soft skills are better demonstrated through bullet points in your experience section rather than a bare list.

Avoid This

Do not list skills you are not comfortable using in an interview. Avoid using progress bars or percentages to rate your skills (e.g., "Java: 80%") as they are subjective and often misinterpreted. Don't include outdated technologies unless specifically required.

Real Examples

Practical example showing do's and don'ts for skills

Don't

Languages: Java: 75%, Python: 80%

Do

Languages: Python, SQL

Quick Tips

  • List programming languages and tools that are specifically relevant to equity research such as Python for data analysis or Bloomberg Terminal for market data.
  • Include soft skills like strategic thinking and collaboration in a dedicated section under the technical ones. However, provide context through your experience sections on how you've applied these.
  • Keep the list concise but comprehensive; avoid listing every minor skill. Focus on those that add unique value to your equity research capabilities.
  • Update your skillset regularly based on industry trends and your personal development goals.

04

Experience

Experience

Job Title | Company Name | Location Month Year – Month Year - Action Verb + Context + Result (Quantified) - Led [Project] resulting in [Outcome]... - Collaborated with [Team] to implement [Feature]...

General Guidelines

This is the core of your resume. Use reverse-chronological order (most recent first). Start each bullet with a strong action verb. Focus on achievements and impact, not just duties. Use numbers to quantify your impact (dollars, percentages, time saved, users affected). Show progression and increasing responsibility.

Avoid This

Avoid passive language like 'Responsible for...' or 'Tasked with...'. Don't list every single daily task; focus on significant contributions and measurable outcomes. Avoid jargon that recruiters outside your field won't understand.

Real Examples

Practical example showing do's and don'ts for experiences

Don't

Responsible for analyzing financial statements of technology companies to provide insights.

Do

Built earnings and valuation models for 25+ technology companies, documenting revenue drivers, margin assumptions, and catalyst risks for portfolio-management reviews.

Don't

Created reports on company financials and market trends.

Do

Published equity research reports on semiconductor coverage names, combining financial modeling, channel checks, and valuation sensitivity analysis to support investment discussions.

Quick Tips

  • Highlight how your research informed decisions without claiming investment performance you cannot directly support.
  • Use strong action verbs like 'led', 'implemented', or 'created' to emphasize your active role in projects.
  • Use realistic metrics such as coverage size, report volume, model turnaround time, or forecast accuracy process improvements.
  • Showcase collaborations with cross-functional teams and how these interactions enhanced research methodologies.

05

Education

Education

Degree Name | University Name | Location Month Year – Month Year - Relevant Coursework: [Course 1], [Course 2] - Honors/Awards: [Award Name] - GPA: X.X (if above 3.5)

General Guidelines

List your highest degree first. If you have significant work experience, keep the education section brief. Include your GPA only if it is above 3.5 or if you are a recent graduate. Highlight relevant coursework, academic projects, honors, or leadership roles.

Avoid This

Do not include high school details if you have a college degree. Avoid listing every single course you took; select only the most relevant ones. Don't include graduation dates from decades ago if age discrimination is a concern in your field.

Real Examples

Practical example showing do's and don'ts for educations

Don't

Master of Science in Finance | University Name | Location September 2021 – May 2023 - Coursework: Financial Modeling, Corporate Finance, Econometrics - Relevant Project: Stock Market Analysis - GPA: 3.7

Do

Master of Science in Finance | New York University, Stern School of Business | New York, NY September 2021 – May 2023 - Coursework: Data Science, Machine Learning for Finance, Technology Entrepreneurship - Honors: Dean’s List (Fall 2021, Spring 2022) - GPA: 4.0

Quick Tips

  • Start with your highest degree and include the name of the institution in a way that highlights its reputation or relevance.
  • Specify your location to provide context about where you completed your education.
  • Include only relevant coursework and highlight any honors or awards that are pertinent to your career, especially if they demonstrate exceptional performance.
  • If applicable, mention key projects or research experience related to equity analysis and data science.

06

Projects

Projects

Project Name | Tools/Technologies Used - Briefly describe what you created and its purpose - Highlight specific challenges you solved - Link to portfolio or demo if available

General Guidelines

Projects are excellent for demonstrating practical skills, especially if you lack work experience or are changing careers. Include a link to your portfolio or demo if possible. Focus on projects that show problem-solving skills and relevant tools for the target role.

Avoid This

Don't include trivial tutorials unless you significantly expanded on them. Avoid projects that are outdated, incomplete, or irrelevant to the role you're applying for. Don't just list technologies—explain what you created and why it matters.

Real Examples

Practical example showing do's and don'ts for projects

Don't

Developed a basic Python script that prints 'Hello, World!' to the console. The purpose was to learn the syntax of Python.

Do

Created an AI-driven stock prediction model using Python and TensorFlow. This project involved cleaning data from multiple financial sources, developing predictive models for stock price movements, and visualizing predictions with interactive dashboards.

Quick Tips

  • Choose projects that showcase your ability to solve real-world problems related to equity research.
  • Detail the specific challenges you encountered and how you overcame them using your technical skills.
  • Include a link to any live demos or portfolio entries where recruiters can see your work in action.
  • Focus on demonstrating your expertise with data analysis tools like Python, R, SQL, and machine learning platforms.

Frequently Asked Questions

Common questions about this role and how to best present it on your resume.

Emphasize company coverage, valuation methods, financial modeling, research writing, and how your analysis helped stakeholders make better investment decisions.

Use specific coverage areas, model types, report volume, and decision context instead of broad phrases like “analyzed companies” or “prepared reports.”

A CFA credential can help, especially for investment research progression, but strong modeling, accounting, valuation, and sector knowledge are also important.

Mention tools such as Excel, Python, SQL, Bloomberg, FactSet, or Tableau where they connect directly to forecasting, valuation, data checks, or research workflow improvements.

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