EXL

Data Scientist

Noida, UP, IN

28 days ago
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Summary

Designation- AI Data Scientist

Role- Permanent/ Full time

Experience- 7+ years

Location- Noida/ Gurgaon/ Pune/ Bangalore

Shift- 12PM to 10PM (10 Hours Shift. Also depends on the project/work dependencies)

Working Days- 5 days

Work Mode- Hybrid


Mandatory Skills-

  • Transformer Models- either finetune or training on Open-Source Transformer based models.
  • Should have done projects on LLM and NLP, LLAMA, Hugging face, RAG.
  • Hands-on on Python Coding
  • Should have done Gen AI projects.
  • Machine Learning or Deep Learning (any one is mandatory)
  • Conversational AI Projects
  • Agentic AI

Skills:

  1. Proven experience as an NLP and ML Engineer or similar role
  2. Have worked on open-source LLM (like Falcon and llama) for various text generation task
  3. Have done SFT or PEFT on decoder based LLM for a specific text generation task
  4. Understanding of NLP techniques for text representation, semantic extraction techniques, data structures and modeling
  5. Have worked on BERT models for intent classifiers and entity extraction techniques
  6. Ability to write robust and testable code
  7. Experience with machine learning frameworks (PyTorch)
  8. Knowledge of Python, Groovy Script, BPMN
  9. An analytical mind with problem-solving abilities
  10. Degree in Computer Science, Mathematics, Computational Linguistics or similar field

Responsibilities:

  1. Study and transform data science prototypes
  2. Design NLP applications
  3. Use effective text representations to transform natural language into useful features
  4. Find and implement the right algorithms and tools for NLP tasks
  5. Develop NLP systems according to requirements
  6. Train the developed model and run evaluation experiments
  7. Perform statistical analysis of results and refine models
  8. Extend ML libraries and frameworks to apply in NLP tasks
  9. Remain updated in the rapidly changing field of machine learning

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