Data Science Expert
6 days ago
Job Summary
We are seeking a skilled Data Scientist to join our team. In this role, you will be responsible for developing and deploying machine learning models to drive business decisions.
Your primary focus will be on designing and implementing effective data pipelines, building and training machine learning models, and ensuring the accuracy and reliability of these models.
Key Skills and Qualifications- Mastery of Machine Learning Concepts
- Strong Experience with Regression, Classification, Clustering, Regularization, and Model Tuning
- Familiarity with CNNs, RNNs, Transformers is a Plus
- Python Programming
- Proficiency in NumPy, Pandas, Scikit-learn
- Ability to Build ML Models from Scratch and Write Clean, Production-grade Code
- SQL & Data Handling
- Able to Query Large Datasets Efficiently and Apply Rigorous Data Validation
- Statistical & Analytical Thinking
- Solid Grasp of Hypothesis Testing, Confidence Intervals, and Interpreting Results in Business Context
- ML System Design
- Experience Building ML Pipelines and Deploying Models in Production (REST APIs, Batch Jobs, etc.)
- Understanding of Monitoring and Retraining Models Post-deployment
- Distributed Data Processing
- Experience with Spark, Dask, or Similar Technologies
- MLOps Tools
- Knowledge of MLflow, Airflow, SageMaker, or Similar Tools
- Cloud Platforms
- Exposure to AWS, Azure, GCP, or Similar Cloud Platforms
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