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.
