Padmi

Software Engineer Agentic & Generative AI

MumbaiPosted 2 months ago
Software engineeringMid-levelFull Time; Regular

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HARMANs engineers and designers are creative purposeful and agile. As part of this team youll combine your technical expertise with innovative ideas to help drive cutting-edge solutions in the car enterprise and connected ecosystem. Every day you will push the boundaries of creative design and HARMAN is committed to providing you with the opportunities innovative technologies and resources to build a successful career. A Career at HARMAN As a technology leader that is rapidly on the move HARMAN is filled with people who are focused on making life better. Innovation inclusivity and teamwork are a part of our DNA. When you add that to the challenges we take on and solve together youll discover that at HARMAN you can grow make a difference and be proud of the work you do everyday. Job Description Introduction: A Career at HARMAN Automotive Were a global multi-disciplinary team thats putting the innovative power of technology to work and transforming tomorrow. At HARMAN Automotive we give you the keys to fast-track your career. Engineer audio systems and integrated technology platforms that augment the driving experience Combine ingenuity in-depth research and a spirit of collaboration with design and engineering excellence Advance in-vehicle infotainment safety efficiency and enjoyment. What You Will Do 1. AI Agent Development Build agentic AI systems using frameworks such as LangChain AutoGen Semantic Kernel Haystack or LlamaIndex. Develop multi-agent architectures for planning reasoning tool use memory and feedback loops. Implement autonomous workflows for analytics operations customer support and productivity automation. 2. Generative AI Solutions Develop LLM-powered features such as: Naturallanguage querying Summarization & explanation engines Scenario simulation & calculators Insight generation and anomaly detection Conversational interfaces Fine-tune supervise or optimize models for domain-specific tasks. 3. Retrieval-Augmented Generation (RAG) Build enterprise-grade RAG pipelines for scalable document metric and knowledge retrieval. Implement embeddings vector databases chunking prompt templating and ranking strategies. 4. AI Tool Integration Enable agents to interact with: Databases Power BI / Anaplan / ERP / CRM REST APIs Python tools & calculators Business workflows Build function calling capabilities for real-time actions. 5. MLOps & AIOps Deploy AI systems using Azure ML AWS Sagemaker Vertex AI or on-prem platforms. Implement monitoring guardrails safety layers and model evaluation pipelines. Set up CI/CD for AI workflows. 6. Collaboration & Solution Design Work with product analytics and engineering teams to design AI use cases. Create high-level and low-level architecture diagrams. Ensure scalability robustness security and governance. What You Need to Be Successful Experience : 4- 6 Years Technical Skills 1. Generative AI & LLMs Strong understanding of GPT Llama Mistral Claude Gemini Prompt engineering prompt chaining instruction tuning Experience with open-source and proprietary LLMs Knowledge of transformers attention mechanisms and embeddings 2. Agentic AI Hands-on experience with: LangChain Agents AutoGen / Autogen Studio Semantic Kernel Functions & Planners Multi-Agent Orchestration Tool-use planning reflection memory systems 3. RAG Engineering Vector databases (FAISS Pinecone Milvus Azure AI Search) Chunking strategies hybrid search rerankers Advanced prompt routing & retrieval chains 4. Programming Python (must have) Knowledge of TypeScript/JavaScript is a plus Familiarity with API development (FastAPI Flask) 5. Cloud & Deployment Azure AI Studio / AWS Bedrock / GCP Vertex AI Docker Kubernetes DevOps & MLOps practices Model deployment pipelines 6. Data & Analytics SQL data modeling Working knowledge of APIs from systems like Power BI Dataverse Anaplan SAP Basic ML knowledge (supervised unsupervised deep learning basics) What We Offer Flexible work environment allowing for full-time remote work globally for positions that can be performed outside a HARMAN or customer location Access to employee discounts on world-class Harman and Samsung products (JBL HARMAN Kardon AKG etc.) Extensive training opportunities through our own HARMAN University Competitive wellness benefits Tuition reimbursement Be Brilliant employee recognition and rewards program An inclusive and diverse work environment that fosters and encourages professional and personal development HARMAN is proud to be an Equal Opportunity / Affirmative Action employer. All qualified applicants will receive consideration for employment without regard torace religion color national origin gender (including pregnancy childbirth or related medical conditions) sexual orientation gender identity gender expression age status as a protected veteran status as an individual with a disability or other applicable legally protected characteristics. Required Experience: Unclear Seniority Employment Type : Full Time

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