Lead Analyst, AI Engineer

KLA

2 - 7 years

15 - 20 Lacs

chennai

Posted:4 hours ago| Platform:

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Skills Required

python tensorflow pytorch keras ml algorithms cnn github scikit-learn dl jupyter notebook numpy machine learning sql docker pandas deep learning elastic search lstm git engineering analysis json data structures data wrangling

Work Mode

Work from Office

Job Type

Full Time

Job Description

Preferred Qualifications

Required skills/Competencies

Programming Languages
- Strong in Python, data structures, and algorithms.
- Hands-on with NumPy, Pandas, Scikit-learn for ML prototyping.
Machine Learning Frameworks
- Understanding of supervised/unsupervised learning, regularization, feature engineering, model selection, cross-validation, ensemble methods (XGBoost, LightGBM).
Deep Learning Techniques
- Proficiency with PyTorch or TensorFlow/Keras
- Knowledge of CNNs, RNNs, LSTMs, Transformers, Attention mechanisms.
- Familiarity with optimization (Adam, SGD), dropout, batch norm.
LLMs & RAG
- Hugging Face Transformers (tokenizers, embeddings, model fine-tuning).
- Vector databases (Milvus, FAISS, Pinecone, ElasticSearch).
- Prompt engineering, function/tool calling, JSON schema outputs.
Data & Tools
- SQL fundamentals; exposure to data wrangling and pipelines.
- Git/GitHub, Jupyter, basic Docker.

What are we looking for?

Solid academic foundation with strong applied ML/DL exposure.
Curiosity to learn cutting-edge AI and willingness to experiment.
Clear communicator who can explain ML/LLM trade-offs simply.
Strong problem-solving and ownership mindset.

Minimum Qualifications

Doctorate (Academic) Degree and 2 years related work experience; Master's Level Degree and related work experience of 5 years; Bachelor's Level Degree and related work experience of 7 years in building AI systems/solutions with Machine Learning, Deep Learning, and LLMs.

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