Senior Machine Learning Operations Engineer

Added
8 days ago
Type
Full time
Salary
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Related skills

dynamodb sql redis python machine learning
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πŸ“‹ Description

  • Build and operate the real-time inference service that scores models for the risk decision engine
  • Own model deployment infrastructure: registry and versioning, CI/CD with performance, bias, and
  • Build model observability: availability, latency, and error monitoring, plus drift detection as a
  • Partner with Risk Data Science to take models from a clean development-to-production handoff
  • Implement experimentation capabilities such as champion/challenger and canary routing, and
  • Feel a strong sense of product ownership and actively seek responsibility, helping to shape and

🎯 Requirements

  • 5+ years in machine learning engineering, backend software engineering, MLOps, or related field
  • Production ML service experience: deploying, serving, and operating models in low-latency
  • Strong backend engineering fundamentals in Python, with API frameworks like FastAPI or Flask
  • Experience with model deployment and lifecycle tooling: model registries, CI/CD for models
  • Experience building observability and alerting for production services (latency, model-specific
  • Knowledge of data layer: SQL, key-value/low-latency stores (Redis, DynamoDB, or equivalent), and

🎁 Benefits

  • Competitive base salary plus equity within the SaaS and fintech industry
  • Equity rewards via stock options or RSUs
  • Comprehensive benefit offerings, including employer-sponsored retirement plans, healthcare, dental
  • Flexible paid time off (PTO) and sick leave to support health and well-being
  • Remote work or hybrid opportunities with options to work from offices in select locations
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