Required Skills
Tensorflow
Pytorch
MLops
About the Job
Persistent Systems is seeking a Senior Software Engineer to design, build, and deploy cutting-edge AI solutions. This role focuses on implementing Graph Retrieval Augmented Generation (GraphRAG) systems that leverage knowledge graphs and generative models. You will be instrumental in developing high-impact applications, creating accurate, contextually enriched, and trustworthy AI outputs grounded in enterprise data.
**What You'll Do:**
- **Architect & Implement AI Systems:** Lead the design and development of end-to-end GenAI solutions, including RAG pipelines and AI agents, from concept to production.
- **Knowledge Graph Development:** Design, develop, and maintain large-scale knowledge graphs using Neo4j to structure complex, multi-source enterprise data.
- **GraphRAG Implementation:** Build sophisticated GraphRAG pipelines integrating vector databases and knowledge graphs to ground AI responses and mitigate hallucinations.
- **Model Integration & Optimization:** Collaborate with data scientists and ML engineers to prepare data and infrastructure for fine-tuning LLMs and optimizing their performance.
- **Data Pipeline Development:** Establish scalable data pipelines for ingestion, embedding generation, preprocessing, and continuous model training.
- **Technical Leadership & Collaboration:** Partner with cross-functional teams to translate business needs into robust AI architectures and provide technical guidance.
- **Innovation & Best Practices:** Stay current with advancements in GenAI, graph databases, and MLOps, advocating for best practices in CI/CD, testing, and responsible AI.
**Expertise You'll Bring:**
- Expert-level proficiency in Python and AI/ML frameworks (PyTorch, TensorFlow, LangChain, LlamaIndex).
- Strong hands-on experience with graph databases, particularly Neo4j, including data modeling and Cypher.
- Deep understanding and practical experience with GenAI concepts, LLMs, prompt engineering, embeddings, and RAG systems.
- Experience deploying and optimizing models in cloud environments (GCP) and managing project infrastructure.
- Excellent analytical and problem-solving skills.
**Experience:** 5 to 8 Years **Location:** Pune, Maharashtra
