Machine Learning Engineer

PBT Group is seeking a highly skilled Machine Learning Engineer to design, build, and deploy scalable machine learning solutions across complex data environments. The successful candidate will work closely with data scientists, data engineers, and business stakeholders to operationalise machine learning models, optimise data pipelines, and contribute to the continuous improvement of advanced analytics solutions.

This role requires a blend of strong data engineering expertise, applied machine learning knowledge, and cloud-based solution experience.

Key Responsibilities

• Design, develop, and deploy machine learning models into production environments.
• Build and maintain end-to-end ML pipelines for data ingestion, transformation, feature engineering, model training, and inference.
• Collaborate with data scientists to move models from experimentation to production.
• Optimise model performance and ensure scalability, reliability, and monitoring of ML systems.
• Implement MLOps best practices , including CI / CD automation, version control, model tracking, and reproducibility.
• Work with data engineers to ensure robust data quality, governance, and accessibility.
• Research and experiment with emerging AI / ML techniques and tools to enhance capabilities.
• Document processes and provide technical guidance to cross-functional teams.

Technical Skills & Experience

Soft Skills

Minimum Qualifications