2 months ago
Kuala Lumpur, MalaysiaSenior
Responsibilities
- Design, build, and maintain end-to-end machine learning pipelines on Databricks.
- Develop production-grade Python and Spark solutions using secure coding, software engineering, and code review practices.
- Implement MLOps capabilities including MLflow, model versioning, lifecycle management, reproducibility, and deployment governance.
- Build and maintain CI/CD pipelines for automated testing, packaging, deployment, and environment management.
- Monitor production models and data pipelines for performance, data quality, model drift, latency, and operational issues.
- Collaborate with data engineering, data science, product, security, governance, and risk stakeholders.
- Apply security, risk, compliance, documentation, traceability, and audit controls for AI services.
- Optimize Databricks workloads, develop reusable ML engineering components, and share best practices.
Requirements
- Proven experience delivering machine learning or analytics solutions across data disciplines.
- Hands-on experience operating Databricks or comparable lakehouse platforms, including runtime upgrades, workspace administration, and access controls.
- Experience implementing MLOps practices across the model lifecycle, including CI/CD, versioning, monitoring, and reproducibility.
- Experience working with security, risk, and governance teams to evidence controls for data and AI services.
- Hands-on experience with Python packaging, Git, CI/CD, automated testing, and containerization or serving patterns where applicable.
- Strong communication and collaboration skills when working with data scientists, data engineers, product teams, and risk stakeholders.
Benefits
- Permanent hybrid working arrangement averaging one day per week in the Kuala Lumpur office.
- 16 days of annual leave, paid sick leave, and bank holidays.
- Group hospitalization and surgical insurance and life insurance.
- Transport allowance dependent on role, plus internet and/or phone allowance.
- Paid maternity, paternity, marriage, and bereavement leave.
- Learning and development opportunities, ongoing training, and flexible benefits.
Tech Stack
Categories
About BSI Group
BSI Group develops standards and provides certification, product testing, and training to organizations worldwide, covering ISO management systems, cybersecurity, and supply chains. It publishes British Standards and operates the BSI Kitemark for product assurance, generating revenue from audits, subscriptions, and education services. Founded in 1901 and headquartered in London, BSI serves over 77,500 clients across sectors including manufacturing, healthcare, and technology.