Summary
Malomatia is seeking a Senior Data Science Engineer in Doha, Qatar. The role involves building, validating, deploying and monitoring machine learning models using OCI Data Science and Python, as well as managing model governance and supporting production systems. Applicants should have a relevant bachelor’s degree, at least five years of experience in data science or related work, and at least three years using OCI Data Science or an equivalent cloud ML platform. OCI data science or AI certifications are preferred.
The posting
As published on malomatia.com. Pulled from the employer's site and shown as they wrote it.
- 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.
Responsibilities
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
Qualifications
- 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.