
Job Title: AI/ML Engineer (LLMs, RAG & Agent Systems)
Location: Bangalore, India (On-site)
Type: Full-time
About the Role
As an AI/ML Engineer, you’ll be part of a small, fast-moving team focused on developing LLM-powered agentic systems that drive our next generation of AI products.
You’ll work on designing, implementing, and optimizing pipelines involving retrieval-augmented generation (RAG), multi-agent coordination, and tool-using AI systems.
Responsibilities
- Design and implement components for LLM-based systems (retrievers, planners, memory, evaluators).
- Build and maintain RAG pipelines using vector databases and embedding models.
- Experiment with reasoning frameworks like ReAct, Tree of Thought, and Reflexion.
- Collaborate with backend and infra teams to deploy and optimize agentic applications.
- Research and experiment with open-source LLM frameworks to identify best-fit architectures.
- Contribute to internal tools for evaluation, benchmarking, and scaling AI agents.
Required Skills
- Strong foundation in ML/DL theory and implementation (PyTorch preferred).
- Understanding of transformer architectures, embeddings, and LLM mechanics.
- Practical exposure to prompt engineering, tool calling, and structured output design.
- Experience in Python, Git/GitHub, and data processing pipelines.
- Familiarity with RAG systems, vector databases, and API-based model inference.
- Ability to write clean, modular, and reproducible code.
Preferred Skills
- Experience with LangChain, LangGraph, Autogen, or CrewAI.
- Hands-on with Hugging Face ecosystem (transformers, datasets, etc.).
- Working knowledge of Redis, PostgreSQL, or MongoDB.
- Experience with Docker and deployment workflows.
- Familiarity with OpenAI, Anthropic, vLLM, or Ollama inference APIs.
- Exposure to MLOps concepts like CI/CD, model versioning, or cloud (AWS/GCP/Azure).
What We Value
- Deep understanding of core principles over surface-level familiarity with tools.
- Ability to think like a researcher and execute like an engineer.
- Collaborative mindset, building together, learning together.

About IAI solution
About
Company social profiles
Similar jobs
About Nirmitee.io
Nirmitee.io is a fast-growing product engineering and IT services company building world-class products across healthcare and fintech. We believe in engineering excellence, innovation, and long-term impact. As a Tech Lead, you’ll be at the core of this journey — driving execution, building scalable systems, and mentoring a strong team.
- What You’ll DoLead by Example:
Be a hands-on contributor — writing clean, scalable, and production-grade code.
Review pull requests, set coding standards, and push for technical excellence.
- Own Delivery:
Take end-to-end ownership of sprints, architecture, code quality, and deployment.
Collaborate with PMs and founders to scope, plan, and execute product features.
- Build & Scale Teams:
Mentor and coach engineers to grow technically and professionally.
Foster a culture of accountability, transparency, and continuous improvement.
- Drive Process & Best Practices:
Implement strong CI/CD pipelines, testing strategies, and release processes.
Ensure predictable and high-quality delivery across multiple projects.
- Architect & Innovate:
Make key technical decisions, evaluate new technologies, and design system architecture for scale and performance.
Help shape the engineering roadmap with future-proof solutions.
- What We’re Looking For10+ years of experience in software development with at least 2 years in a lead/mentorship role.
- Strong hands-on expertise in MERN Stack or Python/Django/Flask, or GoLang/Java/Rust.
- Experience with AWS / Azure / GCP, containerization (Docker/Kubernetes), and CI/CD pipelines.
- Deep understanding of system design, architecture patterns, and performance optimization.
- Proven track record of shipping products in fast-paced environments.
- Strong communication, leadership, and ownership mindset.
- Believes in delivering what is committed, has a show-up attitude
- Nice to HaveExposure to healthcare or fintech domains.
- Experience in building scalable SaaS platforms or open-source contributions.
- Knowledge of security, compliance, and observability best practices.
- Why Nirmitee.ioWork directly with the founding team and shape product direction.
- Flat hierarchy — your ideas will matter.
- Ownership, speed, and impact.
- Opportunity to build something historical.
Requires that any candidate know the M365 Collaboration environment. SharePoint Online, MS Teams. Exchange Online, Entra and Purview. Need developer that possess a strong understanding of Data Structure, Problem Solving abilities, SQL, PowerShell, MS Teams App Development, Python, Visual Basic, C##, JavaScript, Java, HTML, PHP, C.
Need a strong understanding of the development lifecycle, and possess debugging skills time management, business acumen, and have a positive attitude is a must and open to continual growth.
Capability to code appropriate solutions will be tested in any interview.
Knowledge of a wide variety of Generative AI models
Conceptual understanding of how large language models work
Proficiency in coding languages for data manipulation (e.g., SQL) and machine learning & AI development (e.g., Python)
Experience with dashboarding tools such as Power BI and Tableau (beneficial but not essential)
Company: HCL
Location: PAN India
Job type: Full Time, Work from office
Open Positions: Product Developer || 1 to 15 years exp
Immediate Joiners
CTC: 7 - 30 LPA Depending on Experience
Mandatory skill
CAD with C++ (2.5 to 7 Years)
Position-1: CAD Developer with C++
Educational Qualification:
BE/B Tech/ME/M tech.
Preferred: Mechanical, Production, Manufacturing, Aeronautical, CAD/CAM
Primary Skills:
a) C++
b) CAD Develope
c) Good in aptitude and analytical Geometry.
Secondary Skills:
a) MFC
b) Geometric algorithm
c) C#.Net
d) WPF
Tool Knowledge:
a) CAD tools (NX, Creo or Solid-Works)
b) MS Visual studio 2012/2015
c) JIRA
d) SVN
e) any memory management tools (Rational etc.)
f) SQL Database
g) UML
Desired Competencies:
a) Should have min 2 yrs. of experience in C++ development
b) Should have worked on any CAD/Geometric kernel APIs (NX, Creo, Solid-Works APIs)
c) Should have worked on Windows platform
d) Should have ability to solve geometric problem
e) Should have good knowledge of SDLC and related processes
f) Exp. with product development would be preferred
g) Having hands-on in MFC is an added advantage
Job Description:
This position is for senior CAD developer who has C++ experience, person with mechanical background is preferred. This is a long-term position for GTS products.
Employment Type
Full-time
Job Description: Product Manager for GenAI Applications on Data Products About the Company: We are a forward-thinking technology company specializing in creating innovative data products and AI applications. Our mission is to harness the power of data and AI to drive business growth and efficiency. We are seeking a dynamic and experienced Product Manager to join our team and lead the development of cutting-edge GenAI applications. Role Overview: As a Product Manager for GenAI Applications, you will be responsible for conceptualizing, developing, and managing AI-driven products that leverage our data platforms. You will work closely with cross-functional teams, including engineering, data science, marketing, and sales, to ensure the successful delivery of high-impact AI solutions. Your understanding of business user needs and ability to translate them into effective AI applications will be crucial. Key Responsibilities: - Lead the end-to-end product lifecycle from ideation to launch for GenAI applications. - Collaborate with engineering and data science teams to design, develop, and deploy AI solutions. - Conduct market research and gather user feedback to identify opportunities for new product features and improvements. - Develop detailed product requirements, roadmaps, and user stories to guide development efforts. - Work with business stakeholders to understand their needs and ensure the AI applications meet their requirements. - Drive the product vision and strategy, aligning it with company goals and market demands. - Monitor and analyze product performance, leveraging data to make informed decisions and optimizations. - Coordinate with marketing and sales teams to create go-to-market strategies and support product launches. - Foster a culture of innovation and continuous improvement within the product development team. Qualifications: - Bachelor's or Master's degree in Computer Science, Engineering, Business, or a related field. - 3-5 years of experience in product management, specifically in building AI applications. - Proven track record of developing and launching AI-driven products from scratch. - Experience working with data application layers and understanding data architecture. - Strong understanding of the psyche of business users and the ability to translate their needs into technical solutions. - Excellent project management skills, with the ability to prioritize tasks and manage multiple projects simultaneously. - Strong analytical and problem-solving skills, with a data-driven approach to decision making. - Excellent communication and collaboration skills, with the ability to work effectively in cross-functional teams. - Passion for AI and a deep understanding of the latest trends and technologies in the field. Benefits: - Competitive salary and benefits package. - Opportunity to work on cutting-edge AI technologies and products. - Collaborative and innovative work environment. - Professional development opportunities and career growth. If you are a passionate Product Manager with a strong background in AI and data products, and you are excited about building transformative AI applications, we would love to hear from you. Apply now to join our dynamic team and make an impact in the world of AI and data.
Our Requirement
- Hands on experience in developing test codes using Python and Pytest frameworks for a minimum of 3 years
- Experience in writing test cases for embedded software for a minimum of 1 years
- Experience with Agile Software Workflows such as Scrum
- Experience with Git, Jira and Confluence
- Should be an expert in Python
- Hand on experience with OOPS
- Strong communication skills
- Hands-on experience in API testing & developing automation test script for mobile or tablet devices using Appium
- Ability to identify new testing techniques and tools
- Excellent problem-solving skills
- Excellent team player and exhibit a positive attitude
- Strong collaboration, oral and written skills
Preferred Skills:
- Strong understanding of Bluethooth, BLE, understanding of WiFi (802.11a/b/g/n)
- Ability to propose new ideas on how to improve customer satisfaction and quality of product
- Ability to carefully examine requirements and specifications to anticipate quality issues and provide timely feedback when specifications are incomplete or inaccurate
- Experience testing Firmware is plus
- Develop and implement unit and integration test cases and scripts for embedded firmware
Other Important Criteria's
- Required Educational Qualifications: Minimum B.E/B.Tech with 60% in academics.
- Min. Experience Required: 8 years.
- Should be able to join immediately or within 15 days
- Own the development/improvement of products and features.
- Own the responsibility for creating a great user experience on the products and features you work on.
- Build features end-to-end: both the user interfaces and the backend APIs.
- Set technical standards and lead the team in building a world-class scalable software development process.
- Lead large-scale design updates and rollouts.
- Partner with infrastructure engineers to scale the product.
- Investigate state-of-the-art frameworks and tooling to build our next-generation architecture.
- Guide and mentor junior team members
- 8+ years of relevant front-end development experience, previous start up experience is highly desirable.
- Experience building, running, and debugging single-page apps in a modern JavaScript framework.
- Demonstrated knowledge of React, Redux and CSSAbility to work independently as well as cross-functionally with other engineering teams and product.
- Tech Lead / Management experience.
- Experience with full-stack development.
- Experience with building APIs using spring boot.
- Experience with front-end test frameworks (Jasmine/Mocha/Jest)
- Exposure to mobile platforms
ELIGBLITY:
- Any Graduation with relevant experience.
- Should have excellent written and oral communication.
- Should be proficient in following languages (English, Hindi & Kannada)
- Proficient in MS Office package.
- Should be an excellent team player & should able to maintain good coordination with clients & other team members.
- Prior Experience in Electrical & Electronic Manufacturing company will an added advantage.
ROLES & RESPONSIBILITIES :
- Preparing the offers & work Orders.
- Handling the Pre sales communication.
- Coordinating with technical team, design team, project team, SCM & Clients for the smooth project execution.
- Should maintain the proper documentation as per the standard.
Minimum experience 1 year.
Maximum experience 5 years.
Freshers can also apply if they have adequate working knowledge.
Solutions Engineer is a strategic and high-exposure role that will drive the use of the company, being a trusted consultant to our customers by guiding them during the product's implementation and internally evangelizing on the diverse use cases of company implementation. You will drive the onboarding, product solutions, end-to-end implementation of the product, to deliver a seamless user experience.
The job will require a bit of coding, client interactions, and working with different teams to build the solution & deliver it in a short period of time.
This role has 3 layers to it -
Solutioning
- Configure all features of the company application, groups, and security settings in the company and other EAS systems.
- Leverage your vast knowledge and expertise across various Applications and Systems to define Blueprint for company Implementation in newer areas/applications.
- Monitor system performance, data integrity, and user activity to make recommendations on continuous improvements for the company platform.
- Build and motivate the team to build reusable solutions that can be easily adopted and deployed by customers.
Technical Enablement
- Strategically Configure, Test, Document, and educate company team members on system design to ensure long-term success.
- Pilot processes with the aim to directly influence the overall Product development and improve the way our customers use the company
- Drive existing and new product feature adoption across Customers.
- Serve as the escalation point of contact for critical issues, for customer concerns relating to technical issues, and coordinate with Professional Services, Engineering, and Product teams.
- Enable the CSMs, Support & Implementation teams from a technical standpoint, to help them meet their SLA requirements (Bugs, Troubleshooting)
- Ensure Application Analysis and technical reviews are happening at the right time, within SLA.
Technical Account Management
- As a part of the Customer Success team, you will work with our Customer Success Managers and customers as Technical Owner to strategize on business objectives and implement company solutions to achieve them.
- During execution consult/ advise/ participate on calls with client's IT stakeholders (Heads, Leads, or senior technology folks), traveling to client locations as needed.
- Work cross-functionally in collaboration with different departments, including Product, Engineering, Professional Services, Support, and Marketing to address issues, questions, and requests.
- Build a relationship with the key customers, by engaging with the key stakeholders and technical leadership, on calls and in person.
What are we looking for?
- Has preferably worked in Product based or Consulting companies for International customers
- Comes with a work experience of 6+ years
- Should be strong with Javascript, HTML, and CSS
- Demonstrates the ability to collaborate with internal and external stakeholders while dealing with complex situations
- Should be flexible to work in the EU (1 PM to 10 PM IST) or US (5 PM to 2 AM) time zones.









