Gen AI Specialist
Bosch Global11 hours ago
Bengaluru, IndiaSenior
Responsibilities
- Design, develop, test, and deploy machine learning models and generative AI solutions focused on large language models.
- Build end-to-end AI, machine learning, and NLP solutions such as conversational AI, document understanding, and question-answering systems.
- Develop and fine-tune LLMs and SLMs using LlamaIndex, LangChain, AutoGen, retrieval-augmented generation, prompt engineering, and model optimization techniques.
- Mine and analyze data using statistical methods to identify product insights and customer patterns.
- Translate analytical findings into actionable recommendations for business and product improvement.
- Define, deploy, and mentor machine learning, MLOps, and LLMOps best practices across teams.
- Lead projects independently, provide technical direction, and champion effective development techniques.
- Partner with product and engineering leaders and communicate data-driven insights through storytelling and visualization.
Requirements
- 5-8 years of experience as a Data Scientist or GenAI specialist, including 2-3 years specifically in generative AI solution development.
- Proficiency in Python, TensorFlow, Keras, PyTorch, and NLP libraries including NLTK, spaCy, and Gensim.
- Hands-on experience with open-source LLMs such as Llama, Gemma, and Mixtral, plus closed-source models including GPT, Azure OpenAI, Claude, and Gemini.
- Strong understanding of vector databases such as Pinecone and Qdrant and cloud services including Azure, GCP, and AWS.
- Expertise in NLP algorithms for intent recognition, entity extraction, text classification, summarization, and question answering.
- Prior Mobility or Healthcare domain experience is desirable.
- Foundational knowledge of cloud platforms, Flask, FastAPI, Swagger, and Postman is desirable.
- BE, BTech, or ME in Computer Science, Machine Learning, Mechanical Engineering, or a related field is required; a Master's or PhD from a tier 1 institution is preferred.
Tech Stack
Categories
About Bosch Global
Bosch Global (Robert Bosch GmbH) develops and sells mobility components and software, industrial automation and sensors, home appliances and power tools, and energy and building technologies to automakers, manufacturers, builders, and consumers. It monetizes through product sales and connected services spanning IoT, AI, and embedded software. Founded in 1886 and headquartered in Gerlingen-Schillerhöhe, Germany, the privately held Bosch Group operates worldwide across Mobility, Industrial Technology, Consumer Goods, and Energy and Building Technology sectors.