Data Scientist

3 days ago

Doha, Qatar VAM Systems Full time

**Company Description**

**Job Description** We are** currently looking **Data Scientist** for our **Qatar** operations with the following terms & conditions.

**Core Responsibilities**:

- Design, build, and optimize predictive models and machine learning algorithms using structured and semi-structured data.
- Perform data pre-processing, feature engineering, and model selection independently.
- Build and maintain automated model pipelines including training, validation, scoring and monitoring.
- Implement model drift detection, retraining logic, and performance diagnostics.
- Conduct code-based model explainability (eg. SHAP, LIME), support documentation for governance review.

**Expertise Required**
- Advanced proficiency in Python (Pandas, NumPy, Scikit-leam, XGBoost, LightGBM)
- Strong command of SQL arid handling large datasets (via warehouse or lake)
- Experience deploying models using MLflow, Airflow, Docker, or similar tools
- Familiarity with model performance metrics (ROC AUC, F1, lift/gain, etc.)
- Hands-on in training and evaluating models for binary classification, multi-class, regression, or time series
- Exposure to deep learning (PyTorch or Tensorflow) for advanced use cases
- Working knowledge of embeddings, vector stores, or text-based models
- Git-based versioning and reproducible ML workflow setup

**Joining time frame**: 2 weeks (maximum 1 month)

**Additional Information** Terms and conditions**:
**Joining time frame**:maximum 4 weeks

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