Agentic Ai Specialists

Company DescriptionBosch 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 28 200 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 Roles Responsibilities Roles Responsibilities Education and Work Experience Requirements xc2xb7 5 to 8 years of experience as Data Scientist xc2xb7 2 to 3 years of experience in Generative AI solution development xc2xb7 Strong understanding of AI agent collaboration negotiation and autonomous decision-making xc2xb7 Experience in developing and deploying AI agents that operate independently or collaboratively in complex environments xc2xb7 Deep knowledge of agentic AI principles including self-improving self-organizing and goal-driven agents xc2xb7 Proficiency in multi-agent frameworks such as AutoGen LangGraph LangChain and CrewAI for orchestrating AI workflows xc2xb7 Hands-on experience integrating LLMs GPT LLaMA Mistral etc with agentic frameworks to enhance automation and reasoning xc2xb7 Expertise in hierarchical agent frameworks distributed agent coordination and decentralized AI governance xc2xb7 Strong grasp of memory architectures tool use and action planning within AI agents xc2xb7 Autonomy Score Measures the degree of independence in decision-making xc2xb7 Collaboration Efficiency Evaluates the ability of agents to work together and share information xc2xb7 Task Completion Rate Tracks the percentage of tasks successfully executed by agents xc2xb7 Response Time Measures the latency in agent decision-making and execution xc2xb7 Adaptability Index Assesses how well agents adjust to dynamic changes in the environment xc2xb7 Resource Utilization Efficiency Evaluates computational and memory usage for optimization xc2xb7 Explainability Interpretability Score Ensures transparency in agent reasoning and outputs xc2xb7 Error Rate Recovery Time Tracks failures and the system s ability to self-correct xc2xb7 Knowledge Retention Utilization Measures how effectively agents recall and apply information xc2xb7 Hands-on experience with LLMs such as GPT BERT LLaMA Mistral Claude Gemini etc xc2xb7 Proven expertise in both open-source LLaMA Gemma Mixtral and closed-source OpenAI GPT Azure OpenAI Claude Gemini LLMs xc2xb7 Advanced skills in prompt engineering tuning retrieval-augmented generation RAG reinforcement learning RAFT and LLM fine-tuning PEFT LoRA QLoRA xc2xb7 Strong understanding of small language models SLMs like Phi-3 and BERT along with Transformer architectures xc2xb7 Experience working with text-to-image models such as Stable Diffusion DALLxc2xb7E and Midjourney xc2xb7 Proficiency in vector databases such as Pinecone Qdrant for knowledge retrieval in agentic AI systems xc2xb7 Deep understanding of Human-Machine Interaction HMI frameworks within cloud and on-prem environments xc2xb7 Strong grasp of deep learning architectures including CNNs RNNs Transformers GANs and VAEs xc2xb7 Expertise in Python R TensorFlow Keras and PyTorch xc2xb7 Hands-on experience with NLP tools and libraries OpenNLP CoreNLP WordNet NLTK SpaCy Gensim Knowledge Graphs and LLM-based applications xc2xb7 Proficiency in advanced statistical methods and transformer-based text processing xc2xb7 Experience in reinforcement learning and planning techniques for autonomous agent behavior Mandatory Skills xc2xb7 Design develop test and deploy Machine Learning models using state-of-the-art algorithms with a strong focus on language models xc2xb7 Strong understanding of LLMs and associated technologies like RAG Agents VectorDB and Guardrails xc2xb7 Hand-on experience in GenAI frameworks like LlamaIndex Langchain Autogen etc xc2xb7 Experience in cloud services like Azure GCP and AWS xc2xb7 Multi-agent frameworks AutoGen LangGraph LangChain CrewAI xc2xb7 Large Language Models LLMs GPT QualificationsEducational qualification BE BTECH or PHDExperience 7-11 yearsMandatory requires Skills AIPreferred Skills