Back End Developer
2 days ago
Role: AIML Backened Developer
Skill: Generative AI, NLP, LLM, AWS, AIML, Gen AI, AWS, Agentic AI, RAG Implementation
Location: Pune, Hyderabad, Chennai, Bangalore
About the Role:
The ideal candidate should have a solid background in
backend development, AI/ML orchestration, and data management
, with hands-on experience in
Generative AI and Agentic AI frameworks
. They will be responsible for
building REST APIs
, managing
data pipelines
, and implementing
AI/ML solutions
such as
retrieval-augmented generation (RAG)
,
intent detection models
, and
autonomous AI agents
to deliver intelligent, production-ready solutions.
Key Responsibilities:
- Backend Development
: Design, develop, and maintain REST APIs using Python to integrate AI/ML services. - Agentic AI Development
: Design and orchestrate
AI agents
capable of reasoning, planning, and executing multi-step tasks by integrating LLMs with APIs, tools, and data sources. - AI/ML Orchestration
: Implement and manage machine learning models, large language models (LLMs), Agentic AI workflows and AI orchestration using Python. - Generative AI Solutions
: Using Generative AI models for tasks like text generation, summarization, conversational AI, and content creation. - Data Management
: Work with structured databases (SQL), graph databases (e.g., CosmosDB), and unstructured data stores (e.g., Elasticsearch). - RAG Implementation
: Build retrieval-augmented generation (RAG) pipelines leveraging Azure AI Search, AWS OpenSearch, or other vector databases for contextual responses. - Data Pipelines
: Design and manage robust data ingestion and transformation pipelines to feed AI models. - Intent Detection & NLU
: Develop or integrate intent detection models and natural language understanding (NLU) solutions to enhance conversational AI. - Prompt Engineering & Optimization
: Create and optimize prompts for LLMs to improve response quality and reduce latency. - AI Integration
: Collaborate with frontend and product teams to embed Gen AI features into enterprise applications.
Required Skills:
- Backend Development
: Proficient in Python for building and maintaining scalable REST APIs, familiarity with integrating AI services. - AI/ML Orchestration
: Strong expertise in Python with a focus on machine learning, large language models (LLMs), AI orchestration. - Agentic AI Expertise:
Experience in building
autonomous AI agents
using frameworks like OpenAI Functions, or custom orchestration solutions to handle tool use and multi-step reasoning. - Generative AI Expertise
: Generative AI models (text generation, summarization, conversational AI) and applying prompt engineering techniques. - Data Management
: Solid understanding of structured (SQL), graph (CosmosDB), and unstructured (Elasticsearch) databases; ability to design efficient data access patterns for AI workloads. - RAG Implementation
: Proven experience implementing retrieval-augmented generation using Azure AI Search, AWS OpenSearch, or other vector databases.
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