Job Directory Senior Manager - Machine Learning Infrastructure

Senior Manager - Machine Learning Infrastructure
West Hollywood, CA

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Job Description

Tinder brings people together. With tens of millions of users, hundreds of millions of downloads, 2+ billion swipes per day, 20+ million matches per day and a presence in 190+ countries, our reach is expansive-and rapidly growing. Machine learning plays a critical role at Tinder, we have dozens of Machine learning models in production that power product features like user recommendations, photo moderation, anti-spam, etc. with a variety of algorithms - from linear models to decision trees to deep neural networks and these models operate at a large scale. We are looking for a Senior Manager that will build and manage our machine learning infra team to enable and empower data science and product teams on ML projects at Tinder.

In this Senior Manager role, you will:

* Grow and lead a team of engineers to build infrastructure that best supports the needs of machine learning across all Tinder engineering.
* Design and build ML infrastructure with high scalability, availability, usability, and maintainability while maintaining correctness, interpretability and experimentation
* Collaborate with software engineers, data engineers in building product features
* Build effective partnerships to achieve high impact objectives
* Drive strategic plans and tactical execution that align with business goals
* Establish best practices in ML and data engineering
* Recruit and build a world-class machine learning engineering team
* Lead and mentor team members to reach their full potential

We're looking for:

* 5+ years of machine learning engineering experience
* 3+ years of technical leadership experience
* Hands on experience architecting, building, and maintaining large-scale, end-to-end machine learning systems
* Passion for taking initiatives and driving high leverage solutions in a rapidly-changing environment
* Wisdom on technical trade offs, strong sense of ownership and execution
* Ability to inspire and motivate the team to go above and beyond
* M.S., or Ph.D. in Computer Science, or equivalent
* Experience in AWS ML stack and Tensorflow serving is a plus

As part of our team, you'll enjoy:

* The hustle of a startup with the impact of a global business
* Tremendous opportunity to solve some of the industry's most exciting problems
* Working with an extraordinary team of smart, creative, fun and highly motivated people
* Comprehensive health coverage, competitive salary, 401(k) match and meaningful equity
* Unlimited vacation and flexible working hours
* Things like daily catered lunches and dinners, an endless supply of snacks/refreshments, fitness classes, and social events
* Modern, uplifting work environment

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