Remote Intermediate Backend Engineer, ModelOps:MLOps

Description:

• GitLab is seeking an Intermediate Backend Engineer for its MLOps team, focusing on machine learning operations and large language model operations.
• The role involves enabling GitLab customers to integrate their data science workloads within the GitLab platform.
• Key responsibilities include moving Experimental and Beta MLOps features to General Availability, developing CI/CD pipelines for ML model deployment, and collaborating with data scientists to productionize ML models.
• The engineer will design monitoring systems for ML model performance and ensure the scalability and reliability of ML systems in production.
• The position requires collaboration with Product Management and other engineering stakeholders to maintain high-quality standards in a fast-paced environment.
• The team is remote-first, allowing for global collaboration while providing a significant voice in the direction of MLOps at GitLab.
• Success in this role is measured by delivering assigned work, contributing to team goals, and pushing the boundaries of MLOps and LLMOps.

Requirements:

• Candidates must have professional experience with Ruby on Rails and familiarity with MLOps practices and tools such as MLflow or Kubeflow.
• A solid understanding of machine learning concepts and workflows is essential.
• Familiarity with containerization (Docker) and orchestration (Kubernetes) technologies is required.
• Experience with Python ML libraries like scikit-learn, TensorFlow, or PyTorch is a plus.
• Proficiency in English, both written and verbal, is necessary for success in a remote work environment.
• Candidates should demonstrate the ability to communicate complex technical problems and propose solutions.
• Experience in performance optimization and the ability to work in an agile software development process is required.
• Self-motivation, excellent organizational skills, and the ability to work closely with other parts of the organization are essential.
• Candidates should share GitLab's values and thrive in a fully remote organization.

Benefits:

• GitLab offers benefits to support health, finances, and well-being.
• The company promotes an all-remote and asynchronous work environment.
• Employees enjoy flexible paid time off and support for home office setup.
• Equity compensation and an employee stock purchase plan are available.
• A growth and development budget is provided for professional advancement.
• Parental leave is offered to support family needs.