Programming & Data Science

Computer Science Jobs

There are a broad range of computer science jobs; with the right classes, internships, and independent projects, Yale graduates have the kind of preparation necessary to pursue them all. Below we highlight the top five functional areas that Yalie’s interested in computer science tend to pursue after they graduate:


These positions range from developers (back-end coders) to designers (front-end web designers) to product managers (guide the success of a product and lead the cross-functional team that is responsible for improving it). Yale students pursue this functional role in a wide-range of industries, from larger tech firms with strong software engineers to small start-ups where you’d get exposed to exciting new ideas to medium-sized pre-IPO organizations, which are a combination of the two. Please see the CS Industry Guide and Technical Interview Guide below for applicable resources and hiring timelines to aid your search.


There are a wide range of start-ups, including those that focus on software, hardware, and biotech. While some computer science and mechanical engineering students pursue hardware work, most Yale graduates focus on the software embedded in the hardware system (this software is different from web/app development). This could include innovative work on things like smart homes, smartphones, and smart speakers. Yale biomedical engineering students receive strong training for a range of biotech start-up positions, including how to solve clinical dilemmas using computational modeling. When pursuing start-ups, which requires a lot of individual outreach and cold emailing, consider what stage the start-up is in (e.g. early, middle, growth), who is funding them, and how successful the funder’s initiatives have been in the past.

Data Science & Statistics

There are a wide range of definitions for what a “data scientist” does. Generally speaking, this is a new term for a collection of things that already exist: data modeling, data mining, statistical analysis, predictive analytics, machine learning, etc. A data scientist role usually requires three primary skillsets: 1) An understanding of advanced statistics; 2) An ability to program and use a variety of analytical tools; 3) The ability to grasp business/domain concepts so you can ask the right questions and understand how to interpret the results in context. Data scientists understand a range of big data programming languages (e.g. R, Python, MATLAB, Scala) and are increasingly doing work in machine learning, which is a field of study that gives computers the capability to learn and to become more accurate in predicting outcomes without being explicitly programmed. They also explore areas of deep learning, which is an aspect of artificial intelligence that is concerned with emulating the learning approach that human beings use to gain certain types of knowledge.

Quantitative Finance

Quantitative analysts use mathematical models and extremely large datasets to analyze financial markets and securities. They help firms make better-informed financial and business decisions when it comes to pricing, investment and so on.


Computer science research, which is primarily conducted by PhD’s, moves much faster than any other research – you can publish 6-12 papers in one year. While you can pursue CS research at a university, you can also pursue it with a corporate research group and study things like AI, self-driving cars, and Visual and Augmented Reality.

October 26: CT Regional Cybersecurity & Tech Virtual Expo sponsored by Google

CT Regional Cybersecurity & Tech Virtual Expo sponsored by Google

CT Regional Cybersecurity & Tech Virtual Expo – Sponsored by Google

The University of New Haven, the Connecticut Institute of …

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Governor’s Innovation Fellowship


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Science Undergraduate Laboratory Internships (SULI)

The Office of Science / US Department of Energy is pleased to announce paid research internship opportunities for undergraduate students majoring in areas of Science, Technology, Engineering, and Mathematics (STEM) for the Summer of 2022. The application system for the 2022 …

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Create a Target Employer List (Job Search Road Map)

Your target employer list is a critical element of your job search plan. Having a target list provides a road map as you begin your employer research and outreach efforts. An employer target list can start with industry (e.g., Healthcare), …

By David Halek
David Halek Director of Employer Relations David Halek
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Glassdoor Resource for Summer 2022 Internships

Glassdoor has millions of jobs plus salary information, company reviews, and interview questions from people on the inside making it easy to find a job that’s right for you.

Here are some examples of the many internship listings available for …

By Kristin McJunkins
Kristin McJunkins Director, Health Professions Advising & STEM Connect Kristin McJunkins
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Career Resources

Computer Science Industry Guide + Hiring Timeline
Yale Computer Science Technical Interview Preparation Guide

If you are interviewing for a technical coding role, in addition to behavioral questions, you will likely have a technical …

Towards Data Science
Summer 2022 Internships

Career Outcomes

The Office of Career Strategy collects information about Yale College graduates after graduation. This interactive tool allows users to search these outcomes by year and major. Please visit Statistics & Reports for the more detailed reports.

Helpful Tips on using the Interactive Tool:

  • There is no Enter or Submit Button  Results will appear automatically with your selections
  • Choose ‘All Years’ or ‘All Majors’- For results across years and majors or check one for more granular results.
    • Default results will show the most recent Class Year.
    • Uncheck selected major(s) to reset your search.
    • To ensure student confidentiality, results are only reported in the aggregate and more granular data is not available through this public tool.
    • The tool will return results with at least five responses. If you require additional information contact the Office of Career Strategy

Most Recent Class Overview

Knowledge Rate Success Rate Mean Starting Salary Top Five Industries
91.6% of those graduating between July 1, 2019-June 30, 2020 91.7% employed or in graduate school within six months of graduation $71,030 among graduates employed in the United States. Financial Services, Education, Consulting, Technology and Healthcare


  • First Destination
  • Top Employers
  • Employment Industry and Function
  • Size of the Organization
  • Starting Salary
  • Time of Year Offer Received
  • Co-curricular and Study Abroad Experiences
  • First Destination Locations
  • Top Universities
  • Advanced Degrees Pursued

First Destination

First Destination refers to the postgraduate plans of Yale College graduates six months after graduation. The pursuits of Yale graduates include employment, graduate school, independent research, military service, and more.


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