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Senior Machine Learning Engineer, Forecasting

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Senior Machine Learning Engineer, Forecasting in Remote

  • Worldwide

Responsibilities

  • Collaborate with engineering, product, and data science teams to identify business challenges suited to machine learning and AI solutions.
  • Develop tools and automate manual processes to improve operational efficiency, experimentation velocity, and reliability.
  • Build, integrate, and monitor end-to-end lifecycles for large-scale distributed machine learning systems.
  • Investigate model performance and identify data-quality and system-performance issues.
  • Enhance the forecasting ML pipeline, including weekly automated model retraining and deployment across production models.
  • Improve team capabilities in MLOps, deployment automation, and production machine learning systems.
  • Drive projects from concept through production and maintain and continuously improve their reliability.

Requirements

  • At least 5 years of experience building and maintaining production machine learning systems.
  • Deep expertise in MLOps, deployment automation, and model-serving infrastructure.
  • Strong software engineering skills with proficiency in Python, Docker, Kubernetes, GitHub Actions, ArgoCD, Terraform, and Helm.
  • Experience with model-training orchestration, automated retraining pipelines, and A/B testing or variant management using Dagster, Airflow, or similar tools.
  • Experience designing scalable microservices, APIs, and complex service dependencies.
  • Ability to collaborate with data scientists to productionize research, backend teams on API integration, and product teams on customer needs.
  • Experience writing tested, maintainable, and well-documented code.
  • Preferred experience in healthcare or other regulated industries, forecasting or time-series algorithms, computer vision, DAG frameworks, or Flink.

Benefits

  • Competitive salary and stock options.
  • Flexible vacation policy.
  • Remote-first work environment with virtual and in-person team events.
  • Comprehensive health, dental, and vision insurance.
  • 16 weeks of parental leave for all parents.

Salary: $175k - $225k/yr

Apella

Apella is a technology company for better surgery. We use artificial intelligence, computer vision, and modern communications to improve the most critical aspect of healthcare.

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