AI/ML Engineer (Python + LLM)
Jade Global5 months ago
Hyderābād, IndiaMid Level / Senior
Responsibilities
- Develop production-ready Python applications, backend services, and scalable APIs.
- Build data-based chatbots using LLMs, Retrieval-Augmented Generation, and structured and unstructured data.
- Implement prompt engineering, fine-tuning, model evaluation, response-quality analysis, and performance optimization workflows.
- Process and preprocess data, including cleaning, transformation, chunking, embedding generation, and preparation for AI/ML workflows.
- Design FastAPI services that interact with databases, vector stores, external APIs, and other data sources.
- Write unit, integration, and API tests using Pytest or similar Python testing frameworks.
- Deploy Python applications, APIs, and AI/ML services on cloud or server environments.
- Integrate multiple data sources into unified chatbot or AI-driven systems and collaborate with frontend developers on API integration.
Requirements
- 4-8 years of experience.
- Strong hands-on Python development experience, including data-driven applications, debugging, testing, deployment, and scalable code design.
- Experience developing LLM-based chatbots, RAG pipelines, prompt engineering, fine-tuning, model evaluation, and response-quality analysis.
- Experience with Pandas, NumPy, data processing, and data preprocessing.
- Hands-on experience with FastAPI and scalable API development and testing.
- Experience writing unit, integration, and API tests using Pytest or similar frameworks.
- Experience deploying Python applications, APIs, and AI/ML services.
- Preferred experience with LLM evaluation frameworks, test datasets, automated evaluation pipelines, and quality benchmarking.
- Preferred exposure to frontend technologies, microservices-based architecture, vector databases, Docker, cloud deployment, SQL/NoSQL databases, LangChain/LangGraph, and OpenAI/Hugging Face APIs.
- Ability to debug and optimize applications for performance, reliability, and scalability and work independently on AI/ML, data, and backend engineering tasks.
Benefits
- Hyderabad is the preferred location.
- Customer interview required.
Categories
About Jade Global
Jade Global provides IT consulting, systems integration, and managed services for enterprises, covering cloud transformation, ERP/CRM modernization, data and analytics, integration, and automation. It implements and supports platforms from Oracle, Salesforce, SAP, ServiceNow, Workday, Snowflake, and Boomi. Privately held and founded in 2003, the company is headquartered in San Jose, California and serves customers across North America, Europe, and APAC.