الملخص
تعلن Malomatia عن وظيفة مهندس أول في علم البيانات في الدوحة، قطر. تشمل المهام تطوير نماذج تعلم الآلة والتحقق منها ونشرها ومراقبتها باستخدام OCI Data Science وPython، إلى جانب إدارة حوكمة النماذج ودعم الحلول المستخدمة في بيئات الإنتاج. يشترط الحصول على درجة البكالوريوس في تخصص ذي صلة وخبرة لا تقل عن خمس سنوات في علم البيانات أو مجال مرتبط، منها ثلاث سنوات على الأقل في استخدام OCI Data Science أو منصة سحابية مماثلة للتعلم الآلي. وتُفضّل شهادات OCI في علم البيانات أو الذكاء الاصطناعي.
نص الإعلان
كما نُشر على malomatia.com. نقلناه من موقع صاحب العمل كما كتبه.
- 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.