Nair Systems is currently looking for 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 (e.g. 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

Should you be interested please send resume at [email protected]