Associate Machine Learning Engineer, Handshake
$115-144k
+ Equity
The career platform for Gen Z
Be an early applicant
The career platform for Gen Z
1001+ employees
Be an early applicant
$115-144k
+ Equity
1001+ employees
Company mission
To democratize access to opportunity and ensure any student can build a great career no matter who they know, where they live or what school they attend.
Role
Who you are
- Bachelor’s degree in Computer Science, Data Science, or a related field
- 0–2 years of experience in machine learning, data science, or a related area
- Proficient in Python, with hands-on experience in frameworks such as scikit-learn, PyTorch, or TensorFlow
- Strong foundation in core ML concepts, including classification, regression, ranking, and model evaluation
- Master’s degree or currently pursuing an advanced degree in a relevant field
Desirable
- Exposure to areas such as recommendations, personalization, NLP, deep learning, LLMs, or explainable AI
- Familiarity with the ML lifecycle (e.g., experiment tracking, model monitoring, feature pipelines)
- Experience with cloud platforms (GCP, AWS, or Azure)
- Clear communicator, able to translate technical work for diverse audiences
- Collaborative mindset with experience working cross-functionally with product, analytics, and engineering teams
What the job involves
- Handshake is hiring an Associate Machine Learning Engineer for the Growth Relevance team
- AI is transforming how students navigate their careers, and we're committed to providing innovative, responsible AI-powered solutions that guide students from educational aspirations to meaningful career opportunities
- In this role, you will contribute directly to this mission by developing, deploying, and enhancing machine learning systems focused on lifecycle optimization, personalized notifications, and monetization strategies
- You'll join a high-impact team leveraging cutting-edge ML infrastructure, including embedding-based retrieval, Graph Neural Networks, and multi-stage rankers built upon a robust data platform with billions of data points
- Your work will drive critical marketplace metrics, enhance user engagement, and contribute to responsible AI practices around explainability, fairness, and quality
- Innovator: Develop and iterate on machine learning models and features that directly influence user experience across lifecycle, notifications, and monetization — with guidance from senior engineers
- Collaborator: Partner with senior engineers, data scientists, and product managers to develop and iterate on machine learning models that improve product features and user experience
- Learner: Grow your technical depth by working alongside experienced ML practitioners, picking up best practices in model development, experimentation, and production deployment
Our take
The three founders of Handshake established their company in an attempt to eliminate inequality and make the student hiring landscape fairer. The Handshake platform acts as a LinkedIn for college students, pairing students from every walk of life with more than 650K employers, including the entire Fortune 500, which includes Google and Nike.
The graduate recruitment platform is open to any student with a valid @.edu email address, with more than 17M active users from thousands of colleges and universities. With a student-first philosophy, the company generates revenue from both universities and employers rather than students.
Valued at $3.5B, Handshake has gained traction in a competitive market, although it has strong competition from recruiting giants LinkedIn and Indeed. It stands out, however, by helping students build new relationships and skills, rather than simply making connections to people they already know.
Steph
Company Specialist at Welcome to the Jungle
Insights
2% employee growth in 12 months
Company
Funding (last 2 of 7 rounds)
Jan 2022
$200m
SERIES F
May 2021
$80m
SERIES E
Total funding: $434m
Company benefits
- Health Insurance: Comprehensive medical , dental, and vision coverage
- Fertility and family forming: Through a partnership, Handshake offers comprehensive family benefits, including infertility treatments and a $15K stipend, to its employees.
- LGTBQ+ coverage: All medical plans cover transgender services.
- Mental health: Discounts on a variety of wellness apps and an Employee Assistance Program with access to five free counseling sessions.
- Tax savings: Tax-advantaged benefits to save money on healthcare, dependent care, and other expenses.
- Learning & development: Employees are provided with an annual stipend to use towards professional development, career development workshops, manager trainings, and 1-on-1 coaching through external partnerships
- Community leader support: Employee Resource Group leaders are compensated with a quarterly bonus for the high-impact work the role requires
- Parental leave: Leaves of 16 weeks for birth-giving parents and 10 weeks for non-birth-giving parents; the policy applies to adoptions as well. Handshake also partners to provide one-on-one coaching on preparing for leave and coming back from leave
- Flexible time off: No accrued time off or waiting period to take vacation. Two paid flexible holiday days off to observe holidays that closely align with religious, cultural, and personal needs
- Sabbatical: Paid six-week sabbatical to recharge and reset beginning at six years of continuous, full-time employment, and every four years thereafter
- Volunteer time off: Two days off for social and civil activism, volunteer work, and/or any related activities, including attending and participating in protests
- Life & disability insurance: Essential benefits and automatic coverage with basic life insurance, plus short-term and long-term disability coverage.
- 401k match: Dollar-for-dollar match up to 1% of pay, with a max of $1,200 per year.
Company HQ
Financial District, San Francisco, CA
Leadership
Garrett Lord
(Co-Founder & CEO)Majored in Computer Science at Michigan Technological University. Interned at Palantir Technologies before co-founding Handshake in 2012.
Ben Christensen
(Co-Founder)Graduated from Michigan Technological University with a degree in Computer Networking & Systems Administration. Interned at Target and worked as a Developer at Up and Running Software. Was part of Arbor Networks' ASERT Security Research team.
Scott Ringwelski
(Co-Founder)Attained a degree in Computer Software Engineering from Michigan Technological University. Co-founded Handshake in 2012.
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