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AI Innovation Technologist

AI Innovation Technologist

Bosch Global Software TechnologiesPune, Republic Of India, IN
21 days ago
Job description

Education and Work Experience Requirements :

  • 5 to 8 years of experience as Data Scientist or GenAI specialist
  • 2 to 3 years of experience in Generative AI solution development
  • Proven track record and experience with with GenAI technologieso Open source LLMs like Llama, Gemma, Mixtral etc
  • Closed source LLMs such as Open AI GPT, Azure Open AI, Claude, Gemini etc
  • Prompt Engineering / Tuning, RAG, RAFT, LLM finetuning such as PEFT(LoRA, QLoRA ..)
  • Understanding of SLMs such as Phi3, BERT and Transformer architectureo Vector databases like Pincone, Qdrant etc.
  • Good knowledge of advanced statistical methods. Experience working with Text Data using transformer-based model
  • Expertise with the following scripting languages : o Python, R, Tensorflow, Keras, Pytorcho OpenNLP, CoreNLP, WordNet, NLTK, SpaCy, Gensim, Large Language Models, Knowledge Graphs
  • Good and experience of machine learning algorithms and ability to apply them in supervised and un-supervised NLP tasks.
  • Knowledge of NLP algorithms that can handle various NLP tasks such as intent recognition, entity extraction, language modeling, text classification, question answering, text summarization, topic modeling and so on.
  • Experience building and fine-tuning Language Models (LMs), such as BERT, ELMo, XLNet etc to solve bespoke NLP tasks.
  • Tech savy and willing to work with open-Source Tools
  • Should have independently handled a project technically and provided directions to the other Team Members.
  • Able to lead the project independently.
  • Experience in turning ideas into actionable designs. Able to persuade stakeholders and champion effective techniques through development.
  • Strong interpersonal and communication skills :
  • ability to tell a clear, concise, actionable story with data, to folks across various levels of the company.
  • Good to have foundational knowledge on Cloud, API frameworks like Flask, Fast API, Swagger / Postman tools
  • Prior experience working on Mobility or Healthcare domain will be a plus

Mandatory Skills :

  • Design, develop, test, and deploy Machine Learning models using state-of-the-art algorithms with a strong focus on language models.
  • Strong understanding of LLMs, and associated technologies like RAG, Agents, VectorDB and Guardrails
  • Hand-on experience in GenAI frameworks like LlamaIndex, Langchain, Autogen, etc.
  • Experience in cloud services like Azure, GCP and AWS
  • Interact with our research team and with key partners in the market to build end-to-end AI / ML / NLP solutions : Conversational AI, document understanding and QnA.
  • Mine and analyze data, applying statistical methods as necessary, pertaining to customers’ discovery, and viewing experiences to identify critical product insights.
  • Proactively develop new metrics and studies to quantify the value of different aspects of product.
  • Drive efforts to enable product and engineering leaders to share your knowledge and insights through clear and concise communication, education, and data visualization.
  • Translate analytic insights into concrete, actionable recommendations for business or product improvement.
  • Build and improve reusable tools & modelling pipelines and support knowledge sharing across several teams.
  • Define and deploy best practices in Machine Learning & MLOps / LLMOps, mentor and teach colleagues.
  • Partner closely with product and engineering leaders throughout the lifecycle of project
  • Additional Information :

    A Master’s or PhD is preferred (Computer Science / Machine Learning / Mechanical, etc) from tier 1 institutions. If Bachelors, Machine Learning or Computer Science specialization only

    Qualifications

    BE,BTech, MCA,MTech

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    Ai Innovation Ai • Pune, Republic Of India, IN

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