GenAI/Agentic AI specialists
Bosch•3h ago
bengaluru, inOnsiteFull-timeMid Level5+ yrs exp
- 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.
- Education and Work Experience Requirements: · 5 to 8 years of experience as Data Scientist· 2 to 3 years of experience in Generative AI solution development· Strong understanding of AI agent collaboration, negotiation
- autonomous decision-making.· Experience in developing and deploying AI agents that operate independently or collaboratively in complex environments.· Deep knowledge of agentic AI principles, including self-improving, self-organizing
- goal-driven agents.· Proficiency in multi-agent frameworks such as AutoGen, LangGraph, LangChain
- CrewAI for orchestrating AI workflows.· Hands-on experience integrating LLMs (GPT, LLaMA, Mistral, etc.) with agentic frameworks to enhance automation and reasoning.· Expertise in hierarchical agent frameworks, distributed agent coordination
- decentralized AI governance.· Strong grasp of memory architectures, tool use
- action planning within AI agents.· Autonomy Score: Measures the degree of independence in decision-making.· Collaboration Efficiency: Evaluates the ability of agents to work together and share information.· Task Completion Rate: Tracks the percentage of tasks successfully executed by agents.· Response Time: Measures the latency in agent decision-making and execution.· Adaptability Index: Assesses how well agents adjust to dynamic changes in the environment.· Resource Utilization Efficiency: Evaluates computational and memory usage for optimization.· Explainability & Interpretability Score: Ensures transparency in agent reasoning and outputs.· Error Rate & Recovery Time: Tracks failures and the system’s ability to self-correct.· Knowledge Retention & Utilization: Measures how effectively agents recall and apply information.· Hands-on experience with LLMs such as GPT, BERT, LLaMA, Mistral, Claude, Gemini, etc.· Proven expertise in both open-source (LLaMA, Gemma, Mixtral) and closed-source (OpenAI GPT, Azure OpenAI, Claude, Gemini) LLMs.· Advanced skills in prompt engineering, tuning, retrieval-augmented generation (RAG), reinforcement learning (RAFT)
- LLM fine-tuning (PEFT, LoRA, QLoRA).· Strong understanding of small language models (SLMs) like Phi-3 and BERT, along with Transformer architectures.· Experience working with text-to-image models such as Stable Diffusion, DALL·E
- Midjourney.· Proficiency in vector databases such as Pinecone, Qdrant for knowledge retrieval in agentic AI systems.· Deep understanding of Human-Machine Interaction (HMI) frameworks within cloud and on-prem environments.· Strong grasp of deep learning architectures, including CNNs, RNNs, Transformers, GANs
- VAEs.· Expertise in Python, R, TensorFlow, Keras
- PyTorch.· Hands-on experience with NLP tools and libraries: OpenNLP, CoreNLP, WordNet, NLTK, SpaCy, Gensim, Knowledge Graphs
- LLM-based applications.· Proficiency in advanced statistical methods and transformer-based text processing.· Experience in reinforcement learning and planning techniques for autonomous agent behavior. Mandatory Skills: · Design, develop, test
- deploy Machine Learning models using state-of-the-art algorithms with a strong focus on language models.· Strong understanding of LLMs
- 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· Multi-agent frameworks: AutoGen, LangGraph, LangChain, CrewAI· Large Language Models (LLMs): GPT,
- BE/MCA
- 7-11 years
Required skills
Data ScienceGenerative AIAI agent collaborationAutoGenLangGraphLangChainCrewAILLMsGPTLLaMAMistralBERTStable DiffusionDALL·EMidjourney