Pune, Maharashtra
Job Summary
Classical (Traditional) AI/ML Roles – Requirement Details
3.1 Mandatory Skills
Candidates must have strong expertise in:
- Statistical inference
- Exploratory Data Analysis (EDA)
- Feature engineering & feature selection
- Data transformation, scaling, and outlier detection
- Python (PySPark)
3.2 ML Techniques & Algorithms
- Model selection and model building
- Ensembling techniques
- Evaluation metrics
- Algorithms:
o Linear regression
o Logistic regression
o Random forest
o Decision trees
o Gradient boosting methods
3.3 Deployment / Platform Skills
- Model deployment and monitoring (drift detection) (MLOPs/LLMOPs)
- Hands-on experience with:
o Databricks
o AWS
3.4 Experience Requirement
- Minimum 7 years in AIML domain
3.5 Key Clarification
- Deep learning / Gen AI skills not mandatory
- Strong focus on production-grade ML solutions
Key Responsibilities
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