- Building multi-layer serving architectures for ML models
- Business intelligence tools (e.g., Tableau, Knime, Looker)
- Data security and privacy (e.g. GDPR, CPP)
- Data governance and data testing frameworks.
- Continuous integration and delivery of production data products
- An inclusive culture that expects excellence and priorities your growth as an engineer and your well-being as a person
- Advance your career within well-defined, skill-based tracks, either as an individual contributor or as a manager - both providing equal opportunities for compensation and advancement
- Apply your experience and intellect as part of an autonomous team with end-to-end ownership of key components of our data architecture.
- Serve as a mentor to more junior engineers not only in cultivating craftsmanship but also in achieving operational excellence - system reliability, automation, data quality, and cost-efficiency.
- 2-3+ years of relevant experience developing code in one or more core programming languages (Python, Java, etc.)
- 1-2+ Years of experience in deploying ML models under the constraints of scalability, correctness, and maintainability.
- Hands on experience with ML frameworks and libraries (Scikit-learn, Pytorch, Tensorflow, LightGBM, Keras, etc.)
- 3+ Years of experience designing and building various software architecture.
- Deep understanding and knowledge of data structures and software engineering principles
- 1-2+ Years of experience demonstrating technical leadership working with teams, owning projects, defining, and setting technical direction for projects.
- Experience with one or more relevant tools (Flink, Spark, Sqoop, Flume, Kafka, Amazon Kinesis)
- Ability to share findings in easy to consume formats, whether that is through dashboards or data modeling.
- Conduct regular design process reviews and ensure development standards within the team.
- Working with leadership to drive adoption of ML solutions to product engineering teams.
- Experience working in a cloud environment such as AWS, GCP, Azure.
- Experience with Databricks is a plus, their unity catalog, another plus.
- Designing and building data pipelines for production level ML infrastructure.
- Motivate junior engineers on best practices and latest industry design patterns.
- An exciting and fun environment committed to driving real growth
- Opportunities to build really cool products that fans love
- Mentorship and professional development resources to help you refine your game
- Be well, save well and live well - with FanDuel Total Rewards your benefits are one highlight reel after another
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Machine Learning Engineer - Los Angeles, United States - FanDuel
Description
ABOUT FANDUELFanDuel Group ("FanDuel") is an innovative sports-tech entertainment company that is changing the way consumers engage with their favorite sports, teams, and leagues. The premier gaming destination in the United States, FanDuel consists of a portfolio of leading brands across gaming, sports betting, daily fantasy sports, advance-deposit wagering, and TV/media.
FanDuel has a presence across all 50 states with approximately 17 million customers and 28 retail locations. FanDuel is based in New York with offices in New Jersey , Georgia, California, Oregon, Canada and Scotland.
Its networks FanDuel TV and FanDuel+ are broadly distributed on linear cable television and through its relationships with leading direct-to-consumer over-the-top platforms.
FanDuel Group is a subsidiary of Flutter Entertainment plc, the world's largest sports betting and gaming operator with a portfolio of globally recognized brands and traded on the New York Stock Exchange (NYSE: FLUT).
THE ROSTER
At FanDuel, we give fans a new and innovative way to interact with their favorite games, sports and teams. We're dedicated to building a winning team and we pride ourselves on being able to make every moment mean more, especially when it comes to your career. So, what does "winning" look like at FanDuel? It's recognition for your hard-earned results, a culture that brings out your best work-and a roster full of talented coworkers. Make no mistake, we are here to win, but we believe in winning right. That means we'll never compromise when it comes to looking out for our teammates. From creatives professionals to cutting edge technology innovators, FanDuel offers a wide range of career opportunities, best in class benefits, and the tools to explore and grow into your best selves. At FanDuel, our principle of "We Are One Team" runs through all our offices across the globe, and you can expect to be a part of an exciting company with many opportunities to grow and be successful.
THE POSITIONOur roster has an opening with your name on it
At FanDuel, data is the heartbeat of our organization. As an ML Engineer at FanDuel, you will help us unlock the full potential of our vast amounts of real-time and relational data. You will be asked to provide our business with insight and our customers with world-class personalized experiences. Every click our users make, every bet, every touchdown, every fumble, and every play is fair game for us to turn into a stream of knowledge. Your expertise will be used here to make better and faster decisions - outpacing our competition.
Collaboration is at the core of your role. You'll be the linchpin between engineering teams working downstream to build out our online application and upstream to land necessary data for feature engineering. You'll also be working with Data Scientists and Analysts to productionize, analyze, and validate AI powered insights. You will be asked to help organize, model, and present our data as a coherent product and offer it to our stakeholders, providing a common information framework that allows FanDuel to intelligently react to what is happening on the field and in the marketplace.
We are looking for ML Engineers of all skill levels or experienced engineers from other disciplines who may be looking to make the move to a big data environment. If this describes you, read on - we want to hear from you
THE GAME PLAN
Everyone on our team has a part to play
THE STATS
What we're looking for in our next teammate
We treat our team right
From our many opportunities for professional development to our generous insurance and paid leave policies, we're committed to making sure our employees get as much out of FanDuel as we ask them to give. Competitive compensation is just the beginning. As part of our team, you can expect:
The applicable salary range for this position is $108,000 - $142,000, which is dependent on a variety of factors including relevant experience, location, business needs and market demand. This role may offer the following benefits: medical, vision, and dental insurance; life insurance; disability insurance; a 401(k) matching program; among other employee benefits. This role may also be eligible for short-term or long-term incentive compensation, including, but not limited to, cash bonuses and stock program participation. This role includes paid personal time off and 14 paid company holidays. FanDuel offers paid sick time in accordance with all applicable state and federal laws.
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