Senior Data Scientist

7 days ago


Pune, Maharashtra, India MICHELIN Full time
Job Description

We are seeking a highly skilled Senior Data Scientist to join our team at MICHELIN. As a key member of our data science team, you will be responsible for developing and implementing advanced NLP solutions using machine learning and deep learning techniques.

Key Responsibilities
  • Design and develop NLP models for text classification, sentiment analysis, and topic modeling.
  • Work with cross-functional teams to integrate NLP solutions into our products and services.
  • Collaborate with data engineers to develop and deploy scalable NLP pipelines.
  • Stay up-to-date with the latest advancements in NLP and machine learning, and apply this knowledge to improve our solutions.
Requirements
  • 9+ years of experience in machine learning and advanced analytics, with a strong focus on NLP.
  • 6+ years of experience in NLP solution building and applied research, including 4+ years in Python.
  • Strong experience developing and implementing NLP applications in a commercial setting.
  • Hands-on experience in building POCs and solutions using GenerativeAI and LLMs.
  • Expert in NLP methodologies, including document embedding, text mining, topic classification, sentiment analysis, and conversational AI.
  • Self-starter who can define precise problems and implement optimal solutions.
  • Expert in deep learning models for sequence-to-sequence problems like LSTMs, GRUs, and RNNs.
  • Experience with NLTK, Spacy, Gensim, and HuggingFace Transformers.
  • MTech/BTech/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, multi-cultural, and matrixed organization.
Preferred Qualifications
  • Azure knowledge and conceptual familiarity with ML Engineering and ML Ops.


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