Senior Machine Learning Platform Engineer (MLOps)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Platform Engineer (MLOps): Building and scaling the end-to-end machine learning infrastructure to productionize core ML capabilities with an accent on real-time inference, feature stores, and MLOps. Focus on designing low-latency services for real-time decisions and implementing automated retraining pipelines to ensure model reliability.
Location: Remote (Must be based in the US); Atlanta, GA preferred.
Salary: $160,000 – $210,000
Company
is a leading Daily Fantasy Sports platform specializing in sports leagues and Esports.
What you will do
- Design and build end-to-end ML infrastructure to transition experimental models into high-availability production services.
- Develop low-latency inference services (<100ms) for real-time oddsmaking and risk analysis.
- Lead the creation and optimization of a centralized feature store for diverse business domains.
- Implement MLOps best practices, including CI/CD for ML, automated retraining pipelines, and observability.
- Collaborate with the Infrastructure team to build core components for training and experimentation.
Requirements
- 5+ years of experience in Platform Engineering with a track record of deploying scalable ML platforms.
- 2+ years of end-to-end ownership of production ML systems, including on-call response.
- Proficiency in streaming architectures (Kafka, Flink, PubSub) and low-latency service development.
- Deep experience with SageMaker, VertexAI, Vector DBs, Graph Databases, Redis, or Elasticsearch.
- Expertise in Python and containerization (Docker, Kubernetes).
- Must be authorized to work in the U.S. without sponsorship.
Nice to have
- Proficiency in Go, C++, or Rust.
- Background in Daily Fantasy Sports (DFS), oddsmaking, or high-frequency trading.
- Experience enabling self-service for ML/Data Science teams.
- Experience with AI agents and AI coding for iterative development.
Culture & Benefits
- Competitive compensation with annual bonuses and company-matched 401(k).
- Comprehensive medical, dental, and vision plans.
- Flexible PTO and generous paid leave, including 16-week paid parental leave.
- Workplace flexibility and modern schedules focused on results over hours.
- Company-provided equipment (Windows or Mac).
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