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Tech Lead - Machine Learning (ML)

Orysys Limited    Colombo • Full-time

We are seeking a Tech Lead Machine Learning to support the bank's existing and new initiatives related to Al & Data Science (DS). The ideal candidate will lead ML system design and architecture, mentor the ML team, oversee model development and deployment, and maintain high engineering standards.

Key Responsibilities:

  • Lead ML System Design & Architecture: Design scalable, production-ready ML systems aligned with business goals and technical standards.
  • Mentor & Guide the ML Team: Provide technical leadership, code reviews, and mentorship to ML engineers and data scientists.
  • Oversee Model Development & Deployment: Manage the end-to-end lifecycle of ML models, from data preprocessing and training to evaluation, deployment, and monitoring.
  • Maintain High Engineering Standards: Ensure best practices in coding, testing, documentation, version control, and reproducibility of ML experiments and pipelines.

Qualifications:

  • Bachelor's degree in Computer Science, IT, or a related discipline.
  • 6+ years of work experience in a hands-on ML-related role.
  • Previous roles: Tech Lead - ML, Senior Tech Lead - ML, or similar technical lead role.
  • Experience in the finance domain is an added advantage.
  • Project experience in large-scale applications, legacy system support, ML model monitoring and governance, and IT modernization within an enterprise environment.

Technical Skills:

  • Programming: Python
  • MLOps: MLflow, Kubeflow, SageMaker, Airflow
  • DevOps/Infra: Docker, Kubernetes, Terraform
  • ML/AI Frameworks: TensorFlow, PyTorch, Scikit-learn
  • Cloud Platforms: AWS, GCP, Azure, internal DC platform
  • Governance: Model cards, XAI tools, differential privacy
  • Data Engineering: Spark, Kafka, SQL, BigQuery, Snowflake
  • AI & DS Technical Architect Skills

Soft Skills & Organizational Fit:

  • Ability to fit into the Combank organization & IT culture.
  • Curiosity and ability to learn new areas quickly.
  • Excellent attention to detail and analytical skills.
  • Ability to work independently and collaboratively in a team-oriented environment.

Leadership & Project Management:

  • Leadership & Mentorship: Ability to guide a team, provide mentorship, and foster collaboration.
  • Project Management Skills: Experience in senior engineering roles, managing timelines, estimating tasks, and stakeholder communication.
  • Stakeholder Communication: Act as a bridge between technical teams and business/product stakeholders, translating requirements into technical solutions.

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