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Principal Data Scientist

Principal Data Scientist

ConfidentialGurgaon / Gurugram, Bengaluru / Bangalore, Chennai
18 days ago
Job description

Responsibilities  :

  • Build Solutions that identify intent and entities, other features from user comments, chat transcript and other unstructured text data.
  • Design and implement advanced solutions utilizing NLP traditional Models and Large Language Models (LLMs).
  • Demonstrate self-driven initiative by taking ownership and creating end-to-end solutions.
  • Conduct research and stay informed about the latest developments in generative AI and LLMs.
  • Train and fine-tune pre-trained NLP models and run evaluation experiments.
  • Perform statistical analysis of results and refine models.
  • Basic logical pseudo code writing.
  • Develop and maintain code libraries, tools, and frameworks to support generative AI development.
  • Participate in code reviews and contribute to maintaining high code quality standards.
  • Engage in the entire software development lifecycle, from design and testing to deployment and maintenance.
  • Collaborate closely with cross-functional teams to align messaging, contribute to roadmaps, and integrate software into different repositories for core system compatibility.
  • Possess strong analytical and problem-solving skills.
  • Demonstrate excellent communication skills and the ability to work effectively in a team environment.

Primary skills :

  • Natural Language Processing (NLP) : Hands-on experience in use case classification, topic modeling, QA and chatbots, search, Document AI, summarization, and content generation.
  • AND / OR
  • Computer Vision and Audio : Hands-on experience in image classification, object detection, segmentation, image generation, audio, and video analysis.
  • Generative AI :
  • Proficiency with SaaS LLMs, including Lang chain, llama index, vector databases, Prompt engineering (COT, TOT, ReAct, agents). Experience with Azure OpenAI, Google Vertex AI, AWS Bedrock for text / audio / image / video modalities.
  • Familiarity with Open-source LLMs, including tools like TensorFlow / Pytorch and huggingface. Techniques such as quantization, LLM finetuning using PEFT, RLHF, data annotation workflow, and GPU utilization.
  • Cloud : Hands-on experience with cloud platforms such as Azure, AWS, and GCP. Cloud certification is preferred.
  • Application Development : Proficiency in Python, Docker, FastAPI / Django / Flask, and Git
  • Domain Skill : Consulting experience with FS,Banking domain for at least 3 years.
  • Required qualifications :

  • 16-20 years into Deep Learning framewokrs like Keras, Pytorch, TensorFlow
  • Experience of design, building and deployment of ML / NLP Solutions
  • Proficient in Python SQL
  • Experience in NLP tools like Genism, spacy, Stanford NLP, HuggingFace
  • Must have excellent project / program management skills and have experience managing multiple work streams and projects at one time
  • Have business acumen to manage revenues profitably and meet financial goals consistently. Able to quantify business value for clients and create win-win commercial propositions.
  • Preferred qualifications :

  • Experience automating data within Tableau / Qlik / ggplot / Shiny to tell a story through interactive visualizations
  • Client relationship management : Build deep client relationship, network be a thought partner. Anticipate business problems deliver par excellence.
  • Sales Support account growth : Actively focus on opportunities to grow the client along with the senior engagement manager. Support the sales team as required for RFPs and regular sales pitches
  • Firm building : Contribute to firm growth by participating and conducting training sessions.
  • Coaching grooming : Coach groom the team on gaining knowledge skills on first principles of analytics techniques, problem-solving, project management, client relationship management
  • EDUCATION :
  • B.E / B.Tech / M.Tech in Computer Science or related technical degree OR Equivalent
  • Skills Required

    Nlp, Machine Learning, Azure, Python

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    Principal Data Scientist • Gurgaon / Gurugram, Bengaluru / Bangalore, Chennai