Software Engineer II - Machine Learning
New York City
StubHub
Buy and sell sports tickets, concert tickets, theater tickets and Broadway tickets on StubHub!While growing our business and product, StubHub has amassed a massive trove of data related to live events, ticket pricing, venue configurations (map / image understanding anyone?), and buyer & seller dynamics. We are seeking machine learning engineers to build out machine-learning powered systems and applications on our unique data assets that will directly power the growth of StubHub’s online ticketing marketplace. As a machine learning engineer, you will be responsible for optimizing ML models and pioneering new use cases for machine learning, predictive optimization, and automated decisioning across core parts of the StubHub experience including ranking/relevance of event listings, personalization, ticket pricing and more.
We are looking for someone who has:
- 2+ years of industry experience in applied machine learning
- End-to-end experience with applied machine learning from inception to production including data engineering, analysis, model development, deployment, and ongoing monitoring and maintenance
- Strong programming (e.g. Python, Scala, C#), data engineering and data analysis skills
- Experience with multiple modeling approaches (logistic regression, deep learning, tree ensembles) and algorithms, and best practices for model development
- Ability to collaborate with cross functional teams to develop the right product experience and decisioning / optimization systems based on the capabilities of predictive modeling
As a Machine Learning Engineer at StubHub, you'll be tasked with:
- Developing and deploying models that improve ranking / relevance of events, identify listings with the best value, improve return-on-spend for advertising and more
- Developing the internal machine learning technology stack and platform to improve iteration speed, reduce cost of feature exploration, ensure reproducibility, and operational excellence
- Driving insights from our unique data assets to identify opportunities for impact
- Developing decisioning and optimization systems that leverage predictive modeling to improve the quality of the StubHub experience for both buyers and sellers
What we offer:
- An environment where you can quickly grow your skills and knowledge, and have the autonomy to make decisions regarding experiments and tests on a massive scale
- A+ compensation package, including stock incentives
- Unlimited PTO, 401k, and Health, Vision, and Dental Insurance
- Free weekly lunches, a variety of office snacks, cold-brew and kombucha kegs, and team events
The anticipated gross annual base salary range for this role is $175,000 – $230,000 per year. Actual compensation will vary depending on factors such as a candidate’s qualifications, skills, experience, and competencies. Base annual salary is one component of StubHub’s total compensation and competitive benefits package, which also includes equity, 401(k), paid time off, paid parental leave, and comprehensive health benefits.
StubHub is on a mission to give the world the freedom to connect to powerful live experiences no matter where they are, whenever they want. Whether it's Harry Styles, the Yankees, Billie Eilish or Real Madrid, we're here to give fans the access to the live entertainment they love. That means we must power the destination for every type of live event fan to unlock the transformative live experience that’s right for them. We are their ticket to unforgettable memories – the crack of the bat, the first guitar chord or drum tap, the roar of the crowd at the championship winning goal, the joke that makes their belly ache from laughter. To do this, we must have the most premiere industry partnerships that deliver more seamless integrated solutions and aggregate the widest event catalogue, know our customers to design more personalized discovery of that very catalogue and get that fan into the event of their dreams so they keep coming back. Daily innovation is at the crux of how we do this and a passionate team that rigorously prioritizes the most results-oriented work they can deliver is what gets it done and keeps us leading the industry.
Tags: Data analysis Deep Learning Engineering Machine Learning ML models Predictive modeling Python Scala
Perks/benefits: Career development Competitive pay Equity Health care Lunch / meals Parental leave Startup environment Team events Unlimited paid time off
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