SG Analytics Pvt. Ltd.
SG Analytics - Lead AI Developer - LLM/Generative AI
Bombay, भारत
Vacancy description
Pyramid IT Consulting Pvt Ltd.
Hyderabad, भारत
We are looking for an experienced Python Developer with AI/GenAI expertise to design and develop scalable Python applications, APIs, data-processing solutions, and LLM-powered applications. The role will involve building RAG-based solutions, integrating LLM APIs, developing REST services, and working with structured and unstructured https://jobeax.com/link/jBkpG9kV7nuVLE8C ideal candidate should have strong Python development skills along with hands-on experience in RAG, embeddings, vector databases, relational databases, and enterprise AI https://jobeax.com/link/EOgq88Qf0LJRFo1h Responsibilities :- Design, develop, and maintain scalable applications and automation solutions using Python.- Develop data-processing solutions using Pandas, NumPy, JSON, file processing, and related Python libraries.- Build and enhance RAG-based chatbots and LLM-powered applications using documents such as PDF, Word, Excel, and enterprise databases.- Develop document ingestion, parsing, chunking, embedding, retrieval, and response-generation pipelines.- Integrate LLM platforms and APIs such as OpenAI, Anthropic/Claude, or equivalent providers using appropriate APIs and SDKs.- Implement semantic search and retrieval solutions using embeddings and vector databases such as FAISS, Chroma, Pinecone, or equivalent.- Develop REST APIs and backend services using FastAPI, Flask, or equivalent Python frameworks.- Design and implement integrations between Python applications, external APIs, enterprise systems, and databases.- Write complex SQL queries and Stored Procedures and integrate relational database data with Python applications.- Work with databases such as SQL Server, MySQL, or equivalent relational databases.- Use AI-assisted development tools such as GitHub Copilot to improve development productivity and code quality.- Troubleshoot application, API, data-processing, and AI integration issues and perform root-cause analysis.- Develop unit tests and follow software development, version control, code quality, and deployment best practices.- Collaborate with business, product, and technical teams to translate requirements into scalable technical solutions.- Maintain technical documentation and contribute to reusable development frameworks and https://jobeax.com/link/r5svwtV1IfXO2Wgd Skills & Experience :- 6 - 11 years of experience in Python development, backend engineering, or application development, with relevant experience in AI/GenAI solutions.- Strong hands-on proficiency in Python and libraries such as Pandas and NumPy.- Experience building RAG-based applications or chatbots using structured and unstructured data.- Strong understanding of LLMs, prompt engineering, embeddings, vector search, and retrieval-augmented generation.- Hands-on experience integrating OpenAI, Anthropic/Claude, or equivalent LLM APIs/SDKs.- Experience with vector databases such as FAISS, Chroma, Pinecone, or equivalent technologies.- Strong SQL skills, including complex queries, joins, optimization, and Stored Procedures.- Experience working with SQL Server, MySQL, or equivalent relational databases.- Hands-on experience with FastAPI, Flask, or similar Python web frameworks.- Strong understanding of REST APIs, API integration, JSON, data processing, and file handling.- Experience debugging and troubleshooting production applications and integrations.- Familiarity with Git, CI/CD, testing, and software development best practices.- Experience with GitHub Copilot or similar AI-assisted development tools is preferred.- Strong analytical, problem-solving, and communication skills. (ref:hirist.tech)
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