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Machine Learning Engineer
2 months ago
We are seeking a highly skilled Machine Learning Ops Engineer to join our Customer Data Office team. As a key member of our team, you will be responsible for developing and maintaining a world-class AI/ML tech stack and Machine Learning Ops capability.
Key Responsibilities- Partner with data scientists to design and implement large-scale experiments in the cloud, leveraging our skilled platform team to craft efficient tooling solutions.
- Drive the adoption of best practices in MLOps, including version control, testing, continuous integration, DevOps, data pipeline, and deployment.
- Collaborate with cross-functional teams to identify and resolve operational challenges related to data pipelines, infrastructure, and performance tuning.
- Develop and optimize workflows for model training, feature engineering, data ingestion, and preprocessing to enable efficient and reproducible machine learning processes.
- Design, implement, and maintain the end-to-end machine learning operational pipeline, including model development, deployment, monitoring, and maintenance.
We are looking for a highly qualified individual with a strong background in machine learning, data science, and software engineering. You will have a tertiary qualification in a highly quantitative field and excellent programming fundamentals, with strong Python skills and experience with DevOps tools such as DataBricks, MLflow, and Azure DevOps.
You will have a proven track record of designing and executing software frameworks that support data science methodologies and driving the adoption of MLOps best practices. Additionally, you will have experience working in Agile teams and with cloud environments such as AWS.
What We Offer- A competitive salary and benefits package.
- The opportunity to work with a talented team of data scientists and engineers.
- A dynamic and inclusive work environment.
- Professional development opportunities.
We are committed to providing an inclusive culture where our employees can bring their whole selves to work and have a sense of belonging. We offer a range of benefits, including employee discounts, annual performance bonuses, and flexible working arrangements.
