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
- Robust focus on production-grade ML solutions

Key Responsibilities

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Skill Requirements

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Must Have Skill

AI/ML Tools - Others,Amazon Web Services (AWS),Databricks,Deep Learning,Machine Learning

Good to Have Skill

Other Requirements

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📌 Senior Technical Lead (India)
🏢 HCLTech
📍 India