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Remote Senior MLOps Engineer (All Genders)

at Dailymotion

Posted 7 hours ago 1 applied

Description:

  • Dailymotion is seeking a Senior MLOps Engineer to make a significant impact on the team.
  • The role involves bridging the gap between machine learning and engineering by collaborating with teams to deliver innovative and high-quality data products.
  • Responsibilities include empowering ML Engineers by providing tools and infrastructure that enhance their productivity.
  • The engineer will accelerate time-to-market for production-ready ML products by ensuring seamless integration and access to data and resources.
  • The position requires ensuring ML Engineers maintain control over their models in production for monitoring, troubleshooting, and refining.
  • The engineer will facilitate large-scale ML experimentation by providing robust test environments for data science projects.
  • Responsibilities also include owning the industrialization and deployment (CI/CD) of ML models to ensure reliability, scalability, and performance.
  • The role involves managing model operations and maintenance to guarantee optimal performance and continuous improvements in production.

Requirements:

  • Candidates must have 3+ years of experience in MLOps, DevOps, or Data Engineering.
  • Strong expertise with cloud platforms (GCP, AWS, Azure) and their ML services (Vertex AI, SageMaker) is required.
  • Candidates should have strong expertise in CD pipelines for ML models (Flux) and experience in ML Orchestrators (Kubeflow, Kuberay).
  • Experience in CI pipelines for ML models (Flux, Jx3) and data pipelines for ML models (Airflow, DataFlow, Kestra) is necessary.
  • Knowledge of data lifecycle management, including storage policies, cost optimization, security, and encryption, is required.
  • Proficiency in containerization and orchestration (Docker, Kubernetes, Helm) is essential.
  • Experience in ML infrastructure optimization (GPUs, TPUs, Inferentia) is needed.
  • Candidates must have expertise with Infrastructure as Code (Terraform) and monitoring and observability capabilities (Prometheus, Datadog, Looker).
  • Strong programming skills in Python, with experience in Bash scripting; knowledge of Go or Rust is a plus.
  • Soft skills include strong collaboration and communication skills, the ability to drive innovation, and cultural alignment with the company's values.
  • Excellent English communication skills are required for effective collaboration in an international team.

Benefits:

  • The position is fully remote, based in Issy-Les-Moulineaux, with the ability to work 3 months abroad.
  • Dailymotion offers a saving plan through Canal +.
  • Extended paternity or coparental leave is provided.
  • Employees can enjoy a vibrant culture with events, training, and team gatherings.
  • Career development support is available, including training, internal mobility, and feedback reviews.
  • High-end health insurance and personal services vouchers (CESU) are included.
  • Paid time off is offered, including RTT and a saving time plan (CET).
  • Meal vouchers and refunds for public transport and biking are provided.
  • Employees can access discounts and vouchers through the European Economic and Social Committee, including sport memberships and cinema vouchers.
  • A fitness subscription is available through a partnership with Gymlib.