Contract Senior ML Engineer - Production ML & MLOps

GMP Technologies; Singapore; On-site; SGD 112,000 - 179,000; Full time

Job summary

GMP Technologies is seeking a Machine Learning / AI Engineer (Contract) to collaborate with data scientists and stakeholders to define ML solutions and deliver PoCs. You will deploy models in production and build scalable data pipelines with strong MLOps practices.

Your role covers governance, documentation, and integration with enterprise platforms, requiring deep experience in end-to-end ML lifecycle, cloud deployment, and responsible AI considerations.

Qualifications

• Masters degree in AI, ML, or Data Science.
• 6+ years in data science/ML, with 3+ years in ML engineering.
• Experience across end-to-end ML lifecycle: data wrangling, model development, deployment, and monitoring.
• Experience with NoSQL databases; Graph database experience desirable.
• Hands-on with MLOps tools (MLflow, TFX, Airflow, Kubeflow, etc.).
• Familiarity with cloud platforms (GCP, AWS, Azure) for ML deployment.
• Solid knowledge of data science techniques (supervised/unsupervised learning, NLP, time series).
• Experience with CI/CD pipelines and containerization (Docker, Kubernetes).
• Understanding of AI governance, model risk management, and regulatory requirements.
• Ability to communicate technical concepts to non-technical stakeholders.

Responsibilities

• Define ML solutions with stakeholders and develop PoCs.
• Engineer and deploy ML models into production using MLOps best practices.
• Build and maintain scalable data pipelines and monitor model performance.
• Ensure models comply with AI policies, governance, and audits.
• Support data exploration, feature engineering, and occasional model building.
• Automate model retraining, testing, and monitoring to maintain long-term performance.
• Document ML workflows, governance checkpoints, and risk assessments.
• Partner with DevOps, IT, and security teams to integrate solutions into enterprise platforms.

Skills

ML engineering

Data science techniques

Communication skills

CI/CD

Containerization

Education

Masters degree in AI/ML/Data Science

Tools

MLflow

TFX

Airflow

Kubeflow

Docker

Kubernetes

Cloud platforms (GCP/AWS/AZURE)

Job description

GMP Technologies is seeking a Machine Learning / AI Engineer (Contract) to collaborate with data scientists and stakeholders to define ML solutions and deliver PoCs. You will deploy models in production and build scalable data pipelines with strong MLOps practices.

Your role covers governance, documentation, and integration with enterprise platforms, requiring deep experience in end-to-end ML lifecycle, cloud deployment, and responsible AI considerations.