Senior Machine Learning Operations Engineer, GameChanger
$170-200k
+ Equity
More information about location
Scorekeeping & statistics app for sports teams
Job no longer available
Scorekeeping & statistics app for sports teams
201-500 employees
Job no longer available
$170-200k
+ Equity
More information about location
201-500 employees
Company mission
GameChanger's mission is to help families elevate the next generation through sports.
Role
Who you are
- Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field
- 3+ year track record of building robust maintainable machine learning infrastructure
- Ability to own projects from design to implementation, comfortable operating autonomously
- Strong programming skills in Python and experience with popular computer vision and machine learning libraries like PyTorch and Tensorflow
- Strong communication skills, capable of sourcing technical requirements from multiple stakeholders
- Experience managing high throughput, scalable machine learning deployments, particularly in computer vision
- Experience with containerization and orchestration technologies (e.g., Docker, ECS, Kubernetes)
- Familiarity with cloud services, Terraform and AWS experience preferred
- Proven ability to optimize and deploy models to iOS and Android
- Understanding the pros and cons of running a model on the edge vs the backend, and how to help make those decisions a plus
- Our backend APIs are built with TypeScript, Node.js, Redis, Kafka, and PostgreSQL and run in AWS. It's not required that you know these, but we prefer that you are open to full-stack development
What the job involves
- We are seeking a skilled and driven MLOps Engineer to spearhead model deployments for Computer Vision and Machine Learning
- The ideal candidate will have a strong background building machine learning infrastructure, deploying computer vision models, and managing the model lifecycle. Expertise in MLOps tools, machine learning frameworks like PyTorch or TensorFlow, and cloud platforms such as AWS is essential
- Experience with mobile deployments to iOS and Android is also highly desirable. Once a part of our team, you’ll collaborate with a cross-functional team to bring solutions to life in a variety of sports, focusing mainly on basketball, baseball, and softball
- This is a new team at GameChanger, and as such, there are exciting opportunities to work with senior leadership, lay the foundations for the future of CV in our product and in our engineering toolset
- Design and implement MLOps pipelines to automate model deployment to iOS, Android, and cloud infrastructure
- Manage the end-to-end lifecycle of computer vision models, including testing, integration, release, and continuous monitoring
- Optimize cloud infrastructure for cost, performance, and efficiency
- Collaborate with machine learning engineers and data scientists to ensure optimal model performance, scalability, and reliability
- Stay up to date with the latest industry trends in MLOps and machine learning deployment technologies, bringing innovative solutions to enhance our capabilities
- Help build a world-class ML practice at GC
Our take
The competitive nature of sports has always been driven by scorekeeping, and nowadays results are often consumed online. However, for smaller teams it can be difficult to provide this information digitally, as they do not have dedicated web development staff.
GameChanger provides a scorekeeping and statistics platform for sports teams to engage with their fans, that allows viewers to track the progress of a game in real-time similar to with professional sports. The company also embeds a live-streaming service into the platform to facilitate remote viewing, helping to increase audience engagement.
Whilst some sports teams already stream events on platforms such as Twitch and YouTube, most do not have the technical resources to achieve this. GameChanger has recognised this gap in the market, providing a simple yet unified platform for sports scoreboards and streaming, providing a fair opportunity for any team to maximise their community engagement.
Freddie
Company Specialist at Welcome to the Jungle
Insights
37% employee growth in 12 months
Company
Funding (last 2 of 7 rounds)
Mar 2014
$6.8m
SERIES B
Nov 2011
$1.1m
SERIES A
Total funding: $10.7m
Company benefits
- Unlimited Vacation - Take time off work and travel the world. Enjoy unlimited vacation time.
- Remote Work - GameChanger’s can work from anywhere. You’ll receive a tech budget to make sure you’re set up for success.
- Health Insurance - We’ll make sure you stay healthy. Health, dental, vision, and other perks like a pre-tax FSA - we've got you covered.
- 401K Plan - We’re always looking ahead and so should you. Did we mention that we match?
- Tech Budget - You receive a large tech budget every two years. It’s yours to keep.
- Continued Learning - Tuition reimbursement, an annual flexible learning budget, mentorship opportunities, and more.
- Parental Leave - Get the time off you need with extended parental leave for both parents.
- Wellness - Stay fit and healthy on us. We offer a Gympass membership.
- Other Perks - Monthly Snack Boxes, Dick's Sporting Goods employee discount, Demo Day, Hack Day, virtual and in person team social events
Company HQ
East Village, New York, NY
Leadership
Sameer Ahuja
(President)SVP at DICK’S Sporting Goods, that owns GameChanger. Former Founder and CEO of Dera Capital Advisors, as well as former Co-founder and COO/CFO of the Sports Museum of America.
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