Lead Analyst, AI Engineer(Data Science)
at Global Leader in Diversified Electronics
Python
Deep Learning
Machine Learning (ML)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.
MUST-HAVES:
- Education/qualification: Preferably from premier Institute like IIT, IISC, IIIT, NIT and BITS. Also regional tier 1 colleges.
- Doctorate (Academic) Degree and 2 years related work experience; or Master's Level Degree and related work experience of 5 years; or Bachelor's Level Degree and related work experience of 7 years
- Min 5 yrs experience in the Mandatory Skills: Python, Deep Learning, Machine Learning, Algorithm Development and Image Processing
- 3.5 to 4 yrs proficiency with PyTorch or TensorFlow/Keras
- Candidates from engineering product companies have higher chances of getting shortlisted (current company or past experience)
QUESTIONNAIRE:
Do you have at least 5 years of experience with Python, Deep Learning, Machine Learning, Algorithm Development, and Image Processing? Please mention the skills and years of experience:
Do you have experience with PyTorch or TensorFlow / Keras?
- PyTorch
- TensorFlow / Keras
- Both
How many years of experience do you have with PyTorch or TensorFlow / Keras?
- Less than 3 years
- 3 to 3.5 years
- 3.5 to 4 years
- More than 4 years
Is the candidate willing to relocate to Chennai?
- Ready to relocate
- Based in Chennai
What type of company have you worked for in your career?
- Service-based IT company
- Product company
- Semiconductor company
- Hardware manufacturing company
- None of the above
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