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Software Engineer - Agentic & Generative AI

External
harman logoHarman · Pune - Maharashtra, India - Embassy Pune Techzone
Full-timeRemote1d ago
AgileAWSAzureCI/CDCRMData Modeling
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Responsibilities

  • 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.
  • 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.
  • 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.
  • 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.
  • 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.
  • 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
  • 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
  • Agentic AI
  • Hands-on experience with:
  • LangChain Agents
  • AutoGen / Autogen Studio
  • Semantic Kernel Functions & Planners
  • Multi-Agent Orchestration
  • Tool-use, planning, reflection, memory systems
  • RAG Engineering
  • Vector databases (FAISS, Pinecone, Milvus, Azure AI Search) Chunking strategies, hybrid search, rerankers Advanced prompt routing & retrieval chains
  • Programming
  • Python (must have) Knowledge of TypeScript/JavaScript is a plus Familiarity with API development (FastAPI, Flask)
  • Cloud & Deployment
  • Azure AI Studio / AWS Bedrock / GCP Vertex AI Docker, Kubernetes DevOps & MLOps practices Model deployment pipelines
  • 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)

Benefits

Flexible work environment, allowing for full-time remote work globally for positions that can be performed outside a HARMAN or customer locationAccess to employee discounts on world-class Harman and Samsung products (JBL, HARMAN Kardon, AKG, etc.)Extensive training opportunities through our own HARMAN UniversityCompetitive wellness benefitsTuition reimbursement"Be Brilliant" employee recognition and rewards programAn inclusive and diverse work environment that fosters and encourages professional and personal developmentRemote work optionsFlexible schedule

Additional Information

HARMAN's engineers and designers are creative, purposeful and agile. As part of this team, you'll 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, you'll 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 We're a global, multi-disciplinary team that's 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.

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