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MLOps Engineer
2 months ago
We are seeking a highly skilled MLOps Engineer to join our team at GlobalLogic, a leader in digital engineering. As an MLOps Engineer, you will play a critical role in developing software and pipelines to shorten the algorithm development life cycle from data curation to integration and deployment to support AI technologies that will help improve our users' experience.
Key Responsibilities- Develop continuous integration and deployment (CI/CD) pipelines on top of ML model infrastructure for multiple ML development teams.
- Design and develop data engineering tools to store, manage, query and visualize big datasets.
- Create data and metric visualization tools, web UI dashboards for model performance and data drift monitoring.
- Proven experience as an MLOps Engineer or in a similar role, with an excellent understanding of AI/ML lifecycle management.
- Strong experience deploying and productionising ML models.
- Familiarity with data engineering concepts, including data pipelines, ETL processes, and big data technologies.
- Excellent problem-solving skills and the ability to troubleshoot complex issues in AI/ML systems.
- Skills with MLOps concepts and principles.
- Experience with cloud platforms (e.g., AWS, Google Cloud, Azure) and containerization tools (e.g., Docker, Kubernetes).
- Proficiency in programming languages such as Python, experience with AI/ML frameworks (e.g., TensorFlow, PyTorch), and experience with MLOps frameworks/tools (e.g. Sagemaker pipelines, Azure ML Studio, VertexAI, Kubeflow, MLFlow, Seldon, EvidentlyAI).
At GlobalLogic, we are committed to building an inclusive positive culture where everyone can feel comfortable being themselves. We empower our people to create their own high standards and therefore more value. We work together to promote fairness while recognising, valuing and embracing differences – providing a transparent support structure and generous training budget to help our people develop skills to progress their career.
We offer a comprehensive health and wellness plan, private healthcare (clinical and mental wellbeing), and discounted gym memberships. We also provide a fantastic benefits package including a competitive pension scheme and recognition schemes through bonus/reward initiatives. Colleagues are entitled to an annual volunteering day – so you can take time to support a cause close to your heart.
