Data Scientist - Pune, India - Michelin

Michelin
Michelin
Verified Company
Pune, India

1 week ago

Deepika Kaur

Posted by:

Deepika Kaur

beBee Recuiter
Description
Data Scientist


KEY EXPECTED ACHIEVEMENTS
NLP Expertise

  • The data scientist is an expert in applied NLP capabilities viz. text classification, NER, building multilingual products, sentiment analysis, topic classification, information retrieval, conversational AI.
  • A handson experience in working with LLMs viz. ChatGPT, Vicuna, Dolly etc., in prompt engineering and managing LLM inputs and output can be a big plus.
  • Brings outsidein perspective for innovative technology adoption, reengineering existing capabilities, implementing bestpractices for NLP product development.
  • Has an ability to evaluate all options for a given situation and recommend the best one based on facts. Acts as a goto person for few applied NLP area for the team.
Business understanding & Solution implementation

  • The business need is understood and formalized in a descriptive datasheet or specifications
  • The methods are identified through external research and selected by their theoretical bases, advantages and drawbacks.
  • The results of the analysis or the models are presented to the customers with data visualization tools indicating the performances and the limits. The source code is delivered and explained if necessary.
Quality/Capitalization

  • All stages of Machine learning project are implemented (pipeline, components, tests), respecting quality standards
  • All valuable code is reusable by community. Data Analysis models are monitored (technological watch) and partnerships are developed
Health of the Métier

  • The métier is well supported by the data scientist network with proposals for improvements to develop people, technology, processes.

Qualifications:


Required:

  • 6+ years of overall machine learning/advanced analytics experience with considerable time spent in building enterprise grade NLP solutions.
  • 4+ years of NLP solution building and applied research experience including 4+ years in Python
  • Handson experience in building POCs and solutions using GenerativeAI and LLMs can be a plus.
  • Expert in NLP methodologies: document embedding, text mining, topic classification, sentiment analysis, information extraction, conversational AI, generative AI etc.
  • Expert in deep learning models for sequencetosequence problems like LSTMs, GRUs, RNNs
  • Experience with NLTK, Spacy, Gensim, HuggingFace Transformers
  • B.Tech/B.E. degree in Computer Science or related IT / technology field or equivalent experience
  • Excellent English communication skills, both oral and written.
  • Team player who can work well in a highly collaborative, multicultural and matrixed organization.

Preferred:

  • Azure knowledge and conceptual familiarity with ML Engineering and ML Ops
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