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2 Days ago

Lead II - Data Engineering - (Data Scientist)

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Bangalore, Karnataka, India
Retail & E-commerce
Full-Time
UST

Overview

Role Description

  • Overall 7+ Yrs of experience
  • 5+ years of professional hands-on experience leveraging large sets of structured and unstructured data to develop data-driven tactical and strategic analytics and insights using ML, NLP, and computer vision solutions.
  • Demonstrated 5+ years hands-on experience with Python, SQL, Hugging Face, TensorFlow, Keras, PyTorch, and Spark . Python proficiency is required.
  • 5+ years hands-on experience developing natural language processing (NLP) models, ideally with transformer architectures.
  • 3+ years experience with implementing information search and retrieval at scale, using a range of solutions ranging from keyword search to semantic search using embeddings.
  • Experience with GCP/AWS cloud platforms.
  • Strong knowledge of and measurable hands-on experience with developing or tuning Large Language Models (LLM) and Generative AI (GAI)
  • Ability to work under minimal supervision, using independent judgment.
  • Experienced with NLP, LLMs (extractive and generative), fine-tuning and LLM model development. Strong familiarity with higher level trends in LLMs and open-source platforms
  • Experience developing and optimizing high-quality prompts for NLP applications.
  • Strategic thinker and influencer with demonstrated technical and business acumen and problem-solving skills.
  • Ability to exercise independent judgment and decision making on complex issues regarding initiatives, technical and business goals and related tasks.
  • Experience in creating reports, projections, models, and presentations to support business goals and outcomes.
  • Excellent written & verbal communication and stakeholder management skill
  • 3 or more years project leadership experience including Agile project management, Scaled Agile Frameworks (SAFE)
  • Experience with mentoring junior ML scientists4 or more years project leadership experience including Agile project management, Scaled Agile Frameworks (SAFE)
  • Must have: Machine Learning, LLM, NLP, Python, SQL, Hugging Face, TensorFlow & Keras.

Good to have: PyTorch, Spark & any cloud exp.

Skills

Data Science,Python,Sql,Sql Server
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