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