Data Science

2 weeks ago

Gurugram Noida Pune, India Ultimate Search Full time ₹ 15,00,000 - ₹ 20,00,000 per year
  • Experience in Python (Should be >4years).
  • Experience in NLP (Should be >4years).
  • Experience in hands-on use of deep learning framework (Should be >4years). Any framework out of Pytorch OR Tensorflow, is mandatory.
  • Experience with handling Text or Speech Dataset
  • Experience in using Transformer based models (like BERT, T5, RoBerta). (Should be >2projects)

Skills:

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

Responsibilities:

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

Mandatory Skills Required - Data Science, GenAI, Vertex AI, Python, NLP, Deep Learning Frameworks

Qualification

BE/BTech/MCA/Ph.D. from tier I/II institute in CS or related field

Location

Noida / Gurgaon / Pune / Bangalore ( Hybrid Model )

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