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Data Insight Professional
3 weeks ago
We are seeking a skilled professional to fill the role of Business Intelligence Analyst.
Key Responsibilities:- Machine Learning Expertise
- Strong experience with regression, classification, clustering, regularization, and model tuning is required.
- Familiarity with CNNs, RNNs, Transformers is a plus.
- Python Programming Proficiency
- Proficiency in NumPy, Pandas, Scikit-learn is essential.
- Ability to build ML models from scratch and write clean, production-grade code is required.
- SQL & Data Handling
- Able to query large datasets efficiently and apply rigorous data validation is necessary.
- Statistical & Analytical Thinking
- Solid grasp of hypothesis testing, confidence intervals, and interpreting results in business context is required.
- ML System Design
- Experience building ML pipelines and deploying models in production (REST APIs, batch jobs, etc.) is essential.
- Understanding of monitoring and retraining models post-deployment is necessary.
Bonus If You Have:
- Experience with distributed data processing (Spark, Dask, etc.)
- MLOps tools like MLflow, Airflow, or SageMaker
- Exposure to cloud platforms (AWS, Azure, GCP)
