Ai / Rag Developer Job In Vocso Technologies
- Kpr sugar apperals
- 3 to 7 Yrs
- Faridabad
- 10 months ago
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Job Description
- Job Summary: We are looking for 3 to 5 year experienced AI & Data Retrieval Engineer to develop natural language query (NLQ) and Text-to-SQL systems for PostgreSQL. The ideal candidate has expertise in LLMs, NLP, AI-powered SQL generation, and vector search using tools like LangChain, LlamaIndex, Haystack, and pgVector. You will design and optimize AI-driven search and data retrieval solutions, enabling accurate and efficient query execution. Key Responsibilities: Develop AI-powered query systems: Implement LLM-based SQL generation and vector search techniques for efficient natural language querying on PostgreSQL. Integrate NLP & Database Technologies: Use LangChain SQL Agent, LlamaIndex, Haystack, pgVector, FAISS, or Pinecone for efficient retrieval. Optimize Database Queries: Ensure fast and accurate retrieval from PostgreSQL by optimizing SQL queries and indexing techniques. Implement Vector Search: Use pgVector or FAISS for semantic search on unstructured database fields. Fine-Tune LLMs: Improve accuracy by fine-tuning OpenAI, Hugging Face models, or custom LLMs on database schema. API Development & Integration: Build APIs that allow front-end applications and BI tools to interact with AI-driven queries. Security & Compliance: Implement access control and secure querying to prevent SQL injection and ensure data privacy. Monitor Performance: Continuously improve accuracy, response time, and efficiency of AI-generated SQL queries. Required Skills & Experience: 3+ years of experience in AI-powered SQL query generation, NLP, and PostgreSQL. Hands-on experience withLangChain, LlamaIndex, Haystack, or similar AI-powered search frameworks. Strong understanding ofSQL query optimization and PostgreSQL indexing strategies. Experience withvector search databases like pgVector, FAISS, Weaviate, Pinecone. Familiarity withLLMs (GPT-4, Llama 2, Claude, DeepSeek Coder, etc.) for SQL generation. Proficiency inPython (FastAPI, Flask, Django) and AI/ML libraries (Transformers, OpenAI API, Hugging Face). Experience in buildingAI-driven chatbot or search systems is a plus. Knowledge ofBI tools (Metabase, Superset, Power BI) and their integration with AI-powered query systems. Preferred Qualifications:Experience working onlarge-scale NLP & database integration projects.Previous work withRAG (Retrieval-Augmented Generation) architectures.Knowledge ofembedding models (BERT, OpenAI Embeddings, Cohere, etc.).Experience in deployingLLM-based SQL query engines in production environments. Job Type: Full-time Location Type: In-person Schedule: Day shift Work Location: In person Speak with the employer +91 hidden_mobile,
Employement Category:
Employement Type: Full timeIndustry: IT Services & ConsultingRole Category: Not SpecifiedFunctional Area: Not SpecifiedRole/Responsibilies: Ai / Rag Developer Job In Vocso TechnologiesContact Details:
Company: VOCSO TechnologiesLocation(s): Faridabad+ View Contact
Keyskills: NLP Python Flask Django Transformers BI tools Power BI
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