MLOps Deployment Specialist

Billennium is a global technology company with over 20 years of experience, committed to innovation and empowering businesses. As an employer, we offer a supportive, growth-focused environment where collaboration and creativity thrive. Join us to shape the future of technology together!

We are looking for an experienced MLOps Deployment Specialist who will join a strategic project for our client, focused on consolidating and standardizing the MLOps ecosystem. In this role, you will support the deployment of machine learning models from a centralized model registry into multiple production environments, driving automation, scalability, and operational excellence across the ML lifecycle.

• Design, implement, and document robust deployment pipelines for machine learning models stored in a consolidated model registry.
• Integrate model deployment processes with target environments such as Orbital Pipelines, Kubeflow, and KServe.
• Develop wrappers, SDK extensions, and deployment templates to support various ML frameworks, including Tensor Flow, PyTorch, and Scikit-learn.
• Collaborate with MLOps teams and stakeholders to establish standards for model serving, monitoring, endpoint health checks, and operational best practices.
• Troubleshoot deployment, packaging, performance, and compatibility issues across diverse ML serving environments.

• Strong hands‑on experience with Docker and container orchestration platforms, preferably Kubernetes
  .
• Proven expertise in building and maintaining production‑grade model serving solutions using REST APIs and/or gRPC
  .
• Advanced Python programming skills with practical experience in automation and deployment workflows.
• Hands‑on experience working with model registries
  , preferably Weights & Biases (W&B).
• Nice to have: experience with Kubeflow, KServe, Dagster, CI/CD tools, AWS
  , and Infrastructure as Code practices.

• Comprehensive benefits - enjoy Udemy for Business, private medical care, Multisport card, veterinary package, language lessons, and shopping vouchers.
• Flexibility - adaptable working hours and remote/hybrid work options to suit your lifestyle & location.
• Career growth - access opportunities for professional development and learning, including perks related to our official partnerships with global IT giants:
  Microsoft, AWS, Snowflake, Salesforce & more.
• Global collaboration - work with a diverse, international team.
• Innovative environment - be part of a forward-thinking and growth-oriented workplace.
• Engaging community - Work with passionate professionals and participate in team-building events, hackathons, and CSR initiatives to make an impact beyond work.
• Team-building events including our company tradition
• A pleasant surprise to start your journey with us in the form of a welcome pack.

• HR call
• Technical Interview
• Interview with the dedicated Client