
Job Title: Lead Engineer – Generative AI
Role Overview
We are looking for a highly skilled Lead Engineer with strong expertise in Generative AI to lead the design and development of scalable, intelligent systems. The ideal candidate will bring deep technical knowledge, strong reasoning ability, and leadership skills to guide teams in building next-generation AI-driven solutions.
This role requires hands-on experience with modern AI frameworks, full-stack development, and cloud technologies, along with the ability to adapt quickly to evolving technologies.
Key Responsibilities
● Lead the architecture, design, and development of AI-powered applications and platforms.
● Drive the implementation of Generative AI solutions, including LLM-based systems and agentic workflows.
● Act as a subject matter expert (SME) for AI and Data & Analytics initiatives.
● Design and implement scalable and efficient LLM orchestration pipelines.
● Collaborate with cross-functional teams including product, data, and engineering.
● Mentor and guide development teams, ensuring best practices in coding, architecture, and AI integration.
● Deliver high-quality data products and analytics-ready solutions for stakeholders.
● Continuously evaluate and adopt emerging technologies in AI/ML and cloud ecosystems.
● Ensure system performance, scalability, and security across all deployments.
Required Skills & Qualifications
Experience
● 6+ years of experience in Python and React development
● 2+ years of hands-on experience in AI/ML / Generative AI
● 4+ years of experience in AWS and SQL (PostgreSQL preferred)
Technical Skills
● Strong expertise in:
○ LangChain & LangGraph
○ Large Language Models (LLMs)
○ LLM orchestration & agentic AI systems
○ Python (backend development & AI integration)
○ React & Node.js (full-stack development)
○ PostgreSQL and database design
○ AWS services (Lambda, EC2, S3, Bedrock, Sagemaker, etc.)
○ OCR technologies and document processing
● Solid understanding of:
○ AI system design patterns
○ Retrieval-Augmented Generation (RAG)
○ Vector databases and embeddings
Leadership & Core Competencies
● Strong problem-solving and reasoning skills
● Proven ability to lead and mentor teams
● Excellent communication and stakeholder management
● Ability to work in a fast-paced, innovation-driven environment
● Passion for continuous learning and adapting to new technologies
Nice to Have
● Experience in the Insurance industry
● Exposure to AI product development or AI venture studios
● Knowledge of compliance and regulatory considerations in AI systems

Similar jobs
The requirements are as follows:
1) Familiar with the the Django REST API Framework.
2) Experience with the FAST API framework will be a plus
3) Strong grasp of basic python programming concepts ( We do ask a lot of questions on this on our interviews :) )
4) Experience with databases like MongoDB , Postgres , Elasticsearch , REDIS will be a plus
5) Experience with any ML library will be a plus.
6) Familiarity with using git , writing unit test cases for all code written and CI/CD concepts will be a plus as well.
7) Familiar with basic code patterns like MVC.
8) Grasp on basic data structures.
You can contact me on nine three one six one two zero one three two
What we are looking for:
We are looking for a motivated AI Developer with 1–3 years of experience to join our team and build cutting-edge applications powered by Large Language Models (LLMs). You will work on designing, developing, and optimizing intelligent systems using modern AI frameworks and tools.
Responsibilities:
- Design and develop applications leveraging Large Language Models (LLMs)
- Build and optimize RAG (Retrieval-Augmented Generation) pipelines
- Work with frameworks like LangChain, LangGraph, or similar LLM orchestration tools
- Integrate and manage vector databases (e.g., Pinecone, Weaviate, Qdrant, FAISS)
- Implement prompt engineering strategies and improve model responses
- Develop scalable and efficient AI system architectures
- Monitor, debug, and optimize LLM applications using observability tools (e.g., Langfuse or similar)
- Collaborate with backend and product teams to integrate AI features into production systems
- Stay updated with the latest advancements in AI/LLM ecosystem
Skills:
- 1–3 years of hands-on experience in AI/ML or backend development with AI exposure
- Strong understanding of LLMs and generative AI concepts
- Experience with LangChain, LangGraph, or similar frameworks
- Practical experience with RAG architectures and pipelines
- Hands-on experience with vector databases (e.g., Pinecone, Qdrant, Weaviate, FAISS)
- Familiarity with observability tools like Langfuse, Helicone, or similar
- Proficiency in Python (preferred) or Node.js
- Experience working with APIs (OpenAI, Anthropic, etc.)
- Understanding of embeddings, chunking, and retrieval strategies
- Good problem-solving and debugging skills
Experience:
- 1-3 years of experience in AI application development
Remuneration: Industry Standard basis experience
Lead technical Consultant
Experience: 9-15 Years
This is a Backend-heavy Polyglot developer role - 80% Backend 20% Frontend
Backend
- 1st Primary Language - Java or Python or Go Or ROR or Rust
- 2nd Primary Language - one of the above or Node
The candidate should be experienced in atleast 2 backend tech stacks.
Frontend
- React or Angular
- HTML, CSS
The interview process would be quite complex and require depth of experience. The candidate should be hands-on in backend and frontend development (80-20)
The candidate should have experience with Unit testing, CI/CD, devops etc.
Good Communication skills is a must have.
Job Description
Position - Full stack Developer
Location - Mumbai
Experience - 2-5 Years
Who are we
Based out of IIT Bombay, HaystackAnalytics is a HealthTech company creating clinical genomics products, which enable diagnostic labs and hospitals to offer accurate and personalized diagnostics. Supported by India's most respected science agencies (DST, BIRAC, DBT), we created and launched a portfolio of products to offer genomics in infectious diseases. Our genomics based diagnostic solution for Tuberculosis was recognized as one of top innovations supported by BIRAC in the past 10 years, and was launched by the Prime Minister of India in the BIRAC Showcase event in Delhi, 2022.
Objectives of this Role:
- Work across the full stack, building highly scalable distributed solutions that enable positive user experiences and measurable business growth
- Ideate and develop new product features in collaboration with domain experts in healthcare and genomics
- Develop state of the art enterprise standard front-end and backend services
- Develop cloud platform services based on container orchestration platform
- Continuously embrace automation for repetitive tasks
- Ensure application performance, uptime, and scale, maintaining high standards of code quality by using clean coding principles and solid design patterns
- Build robust tech modules that are Unit Testable, Automating recurring tasks and processes
- Engage effectively with team members and collaborate to upskill and unblock each other
Frontend Skills
- HTML 5
- CSS framework ( LESS/ SASS / Tailwind )
- Es6 / Typescript
- Electron app /Tauri)
- Component library ( Bootstrap , material UI, Lit )
- Responsive web layout ( Flex layout , Grid layout )
- Package manager --> yarn-/ npm / turbo
- Build tools - > (Vite/Webpack/Parcel)
- Frameworks -- > React with Redux of Mobx / Next JS
- Design patterns
- Testing - JEST / MOCHA / JASMINE / Cypress)
- Functional Programming concepts
- Scripting ( powershell , bash , python )
Backend Skills
- Nodejs - Express / NEST JS
- Python / Rust
- REST API
- SOLID Design Principles
- Database (postgresql / mysql / redis / cassandra / mongodb )
- Caching ( Redis )
- Container Technology ( Docker / Kubernetes )
- Cloud ( azure , aws , openshift, google cloud)
- Version Control - GIT
- GITOPS
- Automation ( terraform , ansible )
Cloud Skills
- Object storage
- VPC concepts
- Containerize Deployment
- Serverless architecture
Other Skills
- Innovation and thought leadership
- UI - UX design skills
- Interest in in learning new tools, languages, workflows, and philosophies to grow
- Communication
To know more about us- https://haystackanalytics.in/
Detailed JD (Roles and Responsibilities)
Full stack (Backend focused) Ownership. Programing - Python, react (Good to have - C#, Node),Agile .Flexible to learn new things
WHO WILL LOVE THIS JOB?
• Attracted to creativity, innovation, and eagerness to learn
• Alignment to a fast-paced organization and its short-term and long-term goals
• An engaging, open, genuine personality that naturally encourages interaction with individuals at all levels
• Strong value system and sense of ethics
• Absolute dedication to premium quality
• Want to build strong core product team capable of developing solutions for complex, industry-first problems.
• Build balance of experience, knowledge, and new learnings
ROLES AND RESPONSIBILITIES?
• Driving the success of the software engineering team at Datamotive.
• Collaborating with senior and peer engineers to prioritize and deliver features on the roadmap.
• Build strong development team with focus on building optimized & usable solutions.
• Research, Design & Develop distributed solution to handle workload mobility across multi & hybrid clouds
• Assist in Identifying, Researching & Designing newer features and cloud platform support in areas of disaster recovery, data protection, workload migration etc.
• Assist in building product roadmap.
• Conduct pilot tests to assess the functionality of newly developed programs.
• Front facing customers for product introduction, knowledge transfer, solutioning, bugs triaging etc.
• Assist customers by giving product demos, conducting POCs, trainings etc.
• Manage Datamotive infrastructure, bring innovative automation for optimizing infrastructure usage through monitoring and scripting.
• Design test environments to simulate customer behaviours and use cases in VMware vSphere, AWS, GCP, Azure clouds.
• Help write technical documentation, generate marketing content like blogs, webinars, seminars etc.
TECHNICAL SKILLS
• 3 – 8 years of experience in software development with relevant domain understanding of Data Protection, Disaster Recovery, Ransomware Recovery.
• A strong understanding and demonstrable experience with at least one of the major public cloud platforms (GCP, AWS, Azure or VMware)
• A strong understanding and experience of designing and developing architecture of complex, distributed systems.
• Insights into development of client-server SaaS applications with good breadth across networking, storage, micro-services, and other web technologies.
• Experience of building and leading strong development teams with systems product development background
• Programming knowledge in either of GO Lang, C, C++, Python or Shell script.
• Should be a computer science graduate with strong fundamentals & problem-solving abilities.
• Good understanding of virtualization, storage and cloud platforms like VMware, AWS, GCP, Azure and/or Kubernetes will be preferable











