Data Scientist

## Company Description **Bosch Global Software Technologies Private Limited** is a 100% owned subsidiary of Robert Bosch GmbH, one of the world's leading global supplier of technology and services, offering end-to-end Engineering, IT and Business Solutions. With over 27,000+ associates, it’s the largest software development center of Bosch, outside Germany, indicating that it is the Technology Powerhouse of Bosch in India with a global footprint and presence in the US, Europe and the Asia Pacific region. ## Job Description 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 technologies - Open source LLMs like Llama, Gemma, Mixtral etc o Closed source LLMs such as Open AI GPT, Azure Open AI, Claude, Gemini etcPrompt Engineering/Tuning, RAG, RAFT, LLM finetuning such as PEFT(LoRA, QLoRA ..) - Understand business problems and translate them into AI/ML solutions. - Perform data collection, preprocessing, feature engineering, and exploratory data analysis. - Build statistical models to identify trends, correlations, and business insights. - Develop supervised and unsupervised machine learning models. - Design and optimize deep learning architectures for Computer Vision and NLP tasks. - 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 c…