We're Hiring | Full Stack AI Engineer – Multi-Agent Systems
We are looking for a Full Stack AI Engineer who can own end-to-end feature delivery – from designing agent communication patterns and orchestration logic on the backend, to building intuitive interfaces for configuring, monitoring, and debugging agent workflows. You will work directly with the architect and product owner to translate orchestration concepts (agent-to-agent messaging, tool use, handoffs, memory) into a production-grade system.
This is a hands-on builder role. You will not be writing strategy decks – you will be shipping agents, APIs, and UI.
Location: Pune
Experience: 4–7 Years (1.5+ years in GenAI/AI Agents)
Employment Type: Full-time
Key Responsibilities
Backend & Agent Development
• Design and implement multi-agent workflows using AG2 (AutoGen) and/or LangGraph – including agent roles, conversation patterns, handoffs, and termination conditions.
• Build and maintain FastAPI services that expose orchestration capabilities (agent registration, task submission, run status, streaming responses) to the frontend and external consumers.
• Implement tool/function calling, structured outputs, and memory layers (short-term, long-term, vector-based) for agents.
• Integrate LLM providers (OpenAI, Anthropic, AWS Bedrock, or local models via Ollama) with proper retry, timeout, and cost controls.
• Write clean, testable Python with type hints, pydantic models, and clear separation between orchestration logic and infrastructure.
Frontend Development
• Build React-based interfaces for configuring agents, visualising agent conversations, inspecting tool calls, and debugging runs.
• Implement streaming UI (SSE/WebSockets) to render token-by-token agent responses and intermediate steps.
• Collaborate on UX for workflow builders, run history, and observability dashboards.
System & Production Concerns
• Containerise services with Docker and contribute to CI/CD pipelines.
• Add logging, tracing, and basic evaluation hooks for agent runs (latency, token usage, success rates).
• Participate in code reviews, design discussions, and incremental hardening of the platform.
Must-Have Skills
• Full stack experience (5+ years): strong Python (FastAPI or similar) on the backend AND React on the frontend. Comfortable owning a feature across both layers.
• Hands-on with at least one agent framework: AG2 (AutoGen), LangGraph, LangChain Agents, or CrewAI. Must have actually built and run multi-agent flows, not just read about them.
• LLM application development: prompt design, tool/function calling, structured outputs, handling streaming responses, and basic context management.
• RAG fundamentals: chunking strategies, embeddings, vector stores (pgvector / Qdrant / Weaviate / FAISS), and retrieval evaluation. Bonus for hybrid (sparse + dense) retrieval.
• Database skills: PostgreSQL – schema design, indexing, and writing reasonable queries.
• API & async patterns: REST design, async Python (asyncio), background jobs, and streaming endpoints.
• Version control & collaboration: Git, PR-based workflows, writing clear commit messages and design notes.
Good-to-Have Skills
• Experience with GCS for deploying AI workloads.
• Familiarity with LLMOps – tracing (LangSmith / Langfuse / OpenTelemetry), evaluation frameworks, and prompt versioning.
• Exposure to MCP (Model Context Protocol) or A2A (agent-to-agent) communication standards.
• Experience running local LLMs (Ollama, vLLM) for prototyping or cost-sensitive workloads.
• Knowledge of WebSockets / SSE for real-time UIs.
• Basic understanding of fine-tuning concepts (LoRA / QLoRA) – we are not expecting trainers, just awareness.
Shubham Vishwakarma
Full Stack Developer - Averlon
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Job Summary:
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- Design and develop scalable and distributed web applications using the MERN stack (MongoDB, Express.js, React/Next.js, Node.js).
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- Bachelor’s degree in Computer Science, Engineering, or related field (or equivalent experience).
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Nice to Have:
- Exposure to serverless computing (AWS Lambda).
- Experience with monitoring tools (New Relic, Datadog, ELK Stack).
- Knowledge of CI/CD pipelines and automated deployment workflows.
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- Strong proficiency in JavaScript/TypeScript, React.js, Node.js, and Express.js
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- Familiarity with Docker and basic Kubernetes
- Hands-on with Git/GitHub
- Exposure or experience with Generative AI (GenAI) tools/technologies
Job Description:-
Infrastructure as Code (IaC): Implement and maintain infrastructure as code using tools like Terraform or AWS CloudFormation, ensuring scalability and reliability of cloud resources.
Continuous Integration/Continuous Deployment (CI/CD): Establish and enhance CI/CD pipelines to automate build, test, and deployment processes, facilitating faster and more reliable releases.
Configuration Management: Manage and automate server configurations using tools like Ansible, Chef, or Puppet, ensuring consistency and compliance across environments.
Monitoring and Logging: Set up and maintain monitoring and logging solutions (e.g., CloudWatch, ELK stack) to proactively identify and troubleshoot issues within the AWS infrastructure.
Security and Compliance: Implement security best practices and compliance standards (e.g., AWS IAM, Security Groups) to protect data and resources. Conduct security audits and vulnerability assessments.
The Successful Applicant
AWS Proficiency: Extensive experience with Amazon Web Services (AWS) and its services, including EC2, S3, RDS, Lambda, and more. AWS Certified DevOps Engineer certification is a plus.
Infrastructure as Code (IaC): Proficiency in writing and maintaining infrastructure as code using tools like Terraform, AWS CloudFormation, or similar technologies.
CI/CD Tools: Strong knowledge of CI/CD tools such as Jenkins, Travis CI, or AWS CodePipeline. Ability to configure and optimize automated build and deployment pipelines.
Containerization: Hands-on experience with containerization technologies like Docker and container orchestration platforms like Kubernetes in AWS.
Scripting and Automation: Proficiency in scripting languages (e.g., Bash, Python) for automating tasks and managing infrastructure.
Monitoring and Logging Tools: Familiarity with monitoring and logging tools such as CloudWatch, ELK stack (Elasticsearch, Logstash, Kibana), Prometheus, Grafana, or Splunk.
Security and Compliance: Strong understanding of AWS security best practices, identity and access management (IAM), and compliance frameworks (e.g., HIPAA, GDPR).
Networking: Knowledge of AWS networking concepts, VPC, and routing. Experience with VPNs, Direct Connect, and other networking technologies is a plus.
Database Administration: Basic knowledge of database administration on AWS, including RDS, DynamoDB, or Aurora.
Collaboration and Communication: Excellent communication and teamwork skills to collaborate with cross-functional teams and convey technical information effectively.
Responsibilities:-
Developing front end website architecture.
Designing user interactions on web pages.
Developing back-end website applications.
Creating servers and databases for functionality.
Ensuring cross-platform optimization for mobile phones.
Ensuring responsiveness of applications.
Working alongside graphic designers for web design features.
Seeing through a project from conception to finished product.
Designing and developing APIs.
Meeting both technical and consumer needs.
Staying abreast of developments in web applications and programming languages.
Skills:-
Strong organizational and project management skills.
Proficiency with fundamental front-end languages such as HTML, CSS, and JavaScript.
Familiarity with JavaScript frameworks such as React.js,Node.js and Vue.js
Familiarity with database technology such as MySQL, Oracle, and MongoDB.
Excellent verbal communication skills.
Good problem-solving skills.
Attention to detail.
- A champ in Data Structures, Algorithms, Object-Oriented Design, Analysis, Multi-threading, Design patterns, and other computer science concepts.
- Developing and managing applications for new features and enhancement in full-stack
- A proven technical leader within an Agile development environment
- Experience in delivering full-stack solutions across multiple technologies.
- Able to showcase work involving low latency concurrent and distributed systems/applications.
- Able to multi-task and work in a cross-cultural geographically distributed environment.
- Proactive, self-starter, and hands-on with multiple upcoming technologies.
- Managing our Engineering team - coach them, advocate for them, and productive.
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8-12 yrs experience in SQL, Oracle DB, MySQL, PostgreSQL, Cross-platform application framework
Should be able to handle both frontend and backend developers at a team size of min 5-10 members
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You are an experienced engineering leader, with a passion about building world-class mobile and web applications with high-performant backend and glitch-free experience. You will lead a team which will be developing technology that enables financial services brands to sell better and provide a great experience to their customers. You will architect compelling and engaging applications for Web and Mobile platforms. Employing your experience in proven backend stack like Nodejs, serverless architecture on AWS stack, ELK, Cloud formation, creating RESTful APIs with documentations and enabling complex queries for databases like MongoDB and MySQL/Postgres with discipline in collaboration and pair programming.
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• Lead an Agile team to build web and mobile applications, APIs, SDKs and other tools as required
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- Excellent analytical and time management skills.
- Ability to wear many hats and learn new technologies quickly.
- Solid knowledge of web architecture and design patterns.
- Good knowledge and understanding of Backend and Frontend technologies
- Hands-on experience in building REST API using NodeJs
- Excellent communication and teamwork skills
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Job Description
Essential Responsibilities:
- Study, Design, and prototyping of new technology implementation
- Work in Collaboration with teams
- Work on new technologies and solutions independently.
- Should be able to think out of the box and contribute towards project success
Required Skills:
- Experience in the below backend technologies is a must.
- Python - Django Framework
For Frontend, Min 2+ years of Experience in React or Angular is a must. Knowledge of Design Patterns for scalable Architecture using WebServices, HTML5 / CSS3 / JavaScript, jQuery, OAuth, etc and Maven is compulsory. Good understanding of RDBMS(MySql, Postgres SQL) along with ORM frameworks is also needed. Knowledge of algorithms, Object-Oriented Programming, and Design Patterns is a must.
Nice to Have:
- Knowledge of any cloud
- Knowledge of CI/CD e.g Jenkins
- Knowledge of SQL or NoSQL databases databases like Mongodb, DynamoDb etc
- Python - Django Rest Framework
Desired Characteristics:
- Should be a self-motivated, result-oriented and an excellent team player
- Should be able to work under a competitive time frame and deliver.
- Should be a very fast learner and have excellent problem-solving ability
- Should have excellent written and verbal communication skills.
Basic Qualifications:
- M Tech/MCA/BE/B-Tech in CS, IT, EC
- 0 - 2 years of development experience in developing responsive user interface for single page application.
- Expertise in building products from scratch, actively involved in design, development and unit testing
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Full Stack Developer - Averlon