Key Responsibilities
- Design scalable, production-ready machine learning systems that align with business and technical requirements.
- Guide and support ML engineers and data scientists through code reviews, knowledge sharing, and technical direction.
- Lead the end-to-end development lifecycle of ML models—including data preprocessing, training,evaluation, deployment, and performance monitoring.
- Maintain robust standards in code quality, testing, documentation, version control, and reproducibility of ML experiments and pipelines.
- Collaborate with product and business stakeholders to translate strategic goals into effective AI/ML solutions.
- Estimate effort, manage project timelines, and ensure successful delivery of ML features in line with enterprise goals.
Qualifications
- Bachelor’s degree in Computer Science, Information Technology, or a related discipline.
- 10+ years of professional experience, including at least 5 years in a hands-on data/ML role.
- Proficiency in programming languages (Python, Scala, Java), ML/AI frameworks (TensorFlow, PyTorch,Scikit-learn), MLOps tools (MLflow, Kubeflow, SageMaker, Airflow), cloud platforms (AWS, Azure,GCP), data engineering (Spark, Kafka, SQL, Snowflake), DevOps tools (Docker, Kubernetes,Terraform), and model governance techniques including model cards and explainability tools.
- Prior experience in roles such as Tech Lead – ML, Senior Tech Lead – ML, or equivalent leadership positions.
- Exposure to the financial services domain is a strong advantage.
- Demonstrated experience in modernizing IT systems and working on large-scale enterprise applications.
- Strong attention to detail and analytical thinking
- Curiosity and adaptability in learning new tools and domains
- Ability to work independently and thrive in a collaborative team culture
- Alignment with ComBank’s organizational values and technology culture
- Proven ability to mentor and lead diverse technical teams
- Project management skills including task estimation, timeline planning, and stakeholder communication
- Effective in translating complex technical concepts into actionable business solutions