Malomatia
Senior Engineer - Data Science
Doha, Qatar
- Senior
About the role
- OCI Data Science Platform: Build, train, evaluate and deploy machine learning models using OCI Data Science, notebooks and Python-based ML solutions.
- Data Preparation & Feature Engineering: Perform data cleansing, feature engineering, dataset management and model validation activities.
- Machine Learning & Analytics: Develop supervised and unsupervised models including forecasting, classification, clustering and recommendation solutions.
- Model Lifecycle & Governance: Manage model lifecycle, versioning, approvals, governance and traceability through OCI Model Catalog or equivalent controls.
- MLOps & Deployment: Deploy models as scalable REST API endpoints and support CI/CD pipelines for model promotion and production deployment.
- Monitoring & Continuous Improvement: Monitor model performance, utilisation and drift and support retraining and optimisation activities.
- Operational Support: Provide L2/L3 support for deployed AI/ML solutions, troubleshooting, enhancements and knowledge base updates.
- Bachelor’s degree in Computer Science, Data Science, Artificial Intelligence, Statistics, Engineering or a related field.
- Minimum 5 years of experience in data science, machine learning, advanced analytics or predictive modelling.
- Minimum 3 years of experience using OCI Data Science or equivalent cloud ML platforms.
- Experience developing, training, deploying and monitoring machine learning models in production environments.
- Strong understanding of MLOps, feature engineering, model governance and large-scale data analysis.
- OCI Data Science Professional, OCI AI Foundations Associate or OCI AI Professional certifications are preferred.
Primary Skills:
- OCI Data Science
- Python
- SQL
- Machine Learning
- Model Validation
- Statistical Analysis
Secondary/ Support Skills:
- OCI DevOps
- Docker
- Kubernetes
- Data Engineering concepts
- AI Governance
- Model monitoring
Tools/ Platforms:
- Jupyter Notebooks
- TensorFlow
- PyTorch
- Scikit-learn
- OCI Object Storage
- Oracle Autonomous Database