
AI/ML Engineer (GenAI | LangChain | RAG | Python)
Location: Pune (Onsite/Hybrid)
Experience: 1–3 Years
Employment Type: Full-Time
About the Role
We are looking for a passionate and hands-on AI/ML Engineer to join our growing engineering team. This role focuses on building production-grade AI-powered applications using modern Generative AI frameworks, Large Language Models (LLMs), backend technologies, and orchestration workflows.
The ideal candidate should have strong Python development skills along with practical experience working with LangChain, LangGraph, Vector Databases, Embeddings, and Retrieval-Augmented Generation (RAG) architectures. You will collaborate with senior engineers to design, develop, and deploy scalable AI solutions for enterprise applications.
Key Responsibilities
- Develop and maintain AI-powered applications using Python and FastAPI.
- Design and implement LangChain and LangGraph-based LLM workflows.
- Build and manage Vector Database integrations for embeddings and semantic search.
- Develop Retrieval-Augmented Generation (RAG) pipelines for intelligent applications.
- Create reusable backend APIs and AI orchestration services.
- Write clean, maintainable, and production-ready code.
- Collaborate with engineering teams on AI solution architecture and implementation.
- Participate in code reviews, debugging, testing, and performance optimization.
- Integrate AI services into enterprise software applications.
- Contribute to prompt engineering, embedding optimization, and workflow improvements.
Required Skills
- 1–3 years of hands-on software development experience.
- Strong proficiency in Python programming.
- Experience building REST APIs using FastAPI.
- Hands-on experience with LangChain and LangGraph.
- Understanding of Large Language Models (LLMs) and prompt engineering.
- Experience working with Vector Databases and embedding-based search.
- Knowledge of Retrieval-Augmented Generation (RAG) architectures.
- Familiarity with Git and CI/CD practices.
- Strong debugging, analytical, and problem-solving skills.
- Understanding of software engineering best practices and clean coding principles.
Preferred Skills
- Exposure to AWS, Azure, or Google Cloud Platform.
- Experience with Docker and containerized deployments.
- Understanding of AI Agent workflows and autonomous systems.
- Basic knowledge of Machine Learning concepts.
- Experience with embedding optimization and inference pipelines.
- Familiarity with scalable AI backend architectures.
- Exposure to enterprise AI integrations and deployment workflows.
Ideal Candidate Profile
- Engineers with hands-on experience building AI-powered applications.
- Developers working on GenAI, LLM, Agentic AI, or RAG-based solutions.
- Python backend developers looking to transition into AI Engineering.
- Candidates with practical implementation experience using LangChain and Vector Databases.
- Engineers passionate about building scalable, production-grade AI systems.
Eligibility Criteria
- Bachelor's Degree in Computer Science, Artificial Intelligence, Machine Learning, Data Science, or a related field.
- 1–3 years of professional development experience.
- Strong coding, debugging, and problem-solving capabilities.
- Ability to work from Pune office as per business requirements.
Important Note
This is a practical implementation-focused role. Candidates will be evaluated based on real-world AI engineering experience, project ownership, debugging maturity, and practical understanding of AI workflows. Tutorial-only exposure to GenAI tools, LangChain, or LLMs will not be considered sufficient.
If you're excited about building real-world AI products using LLMs, RAG, Agentic Workflows, and modern AI frameworks, we'd love to hear from you.

About ideas to impacts innovation pvt ltd
About
Established in 2015, Ideas to Impacts (i2i) is a purpose-driven cutting edge global technology solutions provider, headquarter in Pune, India. i2i offers specialized technology solutions in the fields of Software Product Engineering, Digital Transformation, Cloud, IoT, Cybersecurity, SAP, Artificial Intelligence/ Machine Learning, Data Annotation, Robotic Process Automation (RPA), and other emerging technologies, across industry segments. Also, recognizing the need for a hybrid work environment in the post-pandemic world, i2i has introduced an innovative operating model as an offering, Work From Home-town (WFHT®). WFHT® aims to equip global tech providers with the ability to operate from home-town (non-metros and small towns) offices. At i2i, we deliver solutions to our global and domestic customers, through our pioneering ‘Smart Town Model (STM)’, designed to ensure, teams across i2i are equipped to deliver best-in-class service quality to our customers. In the Smart Town Model (STM), customer management, architecture, design and mentoring related functions are handled by senior associates, based out of metro cities, while engineering, development, and support related activities are performed by Talent teams based out of Tier 2 and Tier 3 towns. This helps i2i deliver enhanced value to its customer, while significantly improving the quality of life of our talent and materially transforming communities. The model focuses on a three-pronged approach, to create value for the Customers, Talent, and Community.
Similar jobs
JOB DESRIPTION: C++ Developer
Experience : 4 –7 Years
Location : Pune
No of Position : 1
We are seeking an experienced C++ Developer with 4–7 years of experience to work in financial
systems. The role involves working on mission-critical applications such as trading platforms,
market data systems, risk engines, or payment processing systems, where performance, stability,
and correctness are paramount.
1. General Req -
•4–7 years of professional C++ experience in performance-critical systems
•Expert knowledge of modern C++ (C++11/14/17)
•Strong understanding of data structures, algorithms, and memory models
•Deep experience with multithreading, atomics, lock-free programming, and CPU cache
behavior
•Excellent knowledge of Linux internals and system-level programming
•Experience with low-level debugging and profiling (gdb, perf, valgrind, flamegraphs)
•Proficiency with CMake/Make and Git
2. Trading Systems Experience (Highly Preferred)
•Hands-on experience with order management systems (OMS) and execution engines
•Knowledge of exchange protocols: FIX, ITCH, OUCH, FAST
•Experience handling market data feeds (L1/L2, multicast, UDP)
•Understanding of latency measurement, clock synchronization, and time stamping
Key Responsibility Areas:
- Design, build and deliver Enterprise software solutions.
- Write code with standards and conventions and follow best practices.
- Encourage and lead innovation and solid lifecycle processes.
- Collaborate with development teams on work definition, estimation and prioritization
- Lead and grow as a professional software engineer.
- Full ownership of product deliveries and mentoring junior team members.
- Preparing curriculum to train junior developers for Java Web Development
- Strong client interactions to provide excellent Quality of Service.
- Owning the code base and making sure all code is reviewed and is of very high quality.
- Write and modify coding conventions and standards documents for all development
Required Skills:
Technologies/Frameworks –
- Core Java, J2EE,
- Spring Core and Spring MVC, Sprint Boot, Spring Security,
- JDBC, Hibernate, RESTful APIs, SOAP WebServices
- Knowledge of JavaScript, JQuery, AJAX, HTML5, and CSS3, Angular is added advantage
- Junit or Mockito frameworks
- Maven, Git
- Knowledge Data Structures,
- SQL, MySQL
- Designing relational database schemas
- Basics of AWS, Cloud, Microservices
- Must have strong knowledge and experience in Agile based software development methodologies. Knowledge of an Agile tool like Jira.
- Strong knowledge of working in Integrations of 3rd party APIs and creating the new APIs.
- Must have good knowledge of creating Flow diagrams, UMLs and all the required documentations.
- Domain Preference
- BFSI, FinTech
Qualification: MBA Marketing/ BBA/BBM or Equivalent Degree & Experience
Industry: Preferably User Experience (UX/UI), Digital Design, Software Development, IT Services, Advertising Agency or relevant domain
Primary Responsibilities
- Do market research, competitive analysis, Prospecting & client profiling.
- Data Mining: Finding & generating leads and converting them into the sale
- Manage end-to-end sales process, arrange and attend meetings and explore potential business opportunities.
- Strategically communicate, and circulate marketing & branding content
- Client relationship management & address their requirements on time to time basis
- Active involvement in project scoping, SLA compliance & timely invoice collection
- Handle company promotions & social media communications, PR & Press relationship
- Travel and attend networking events & client meetings.
- Training & nurturing peers
Skills Requirements
- Excellent Written & Verbal communication skills - English
- Extremely good at Client Presentation, Pitching & Negotiations
- Revenue Focused, Ability to meet financial goals
- Writing content on social media, blog, press etc.
- Time & Priority Management
- Knowledge of SEO, SMO and SEM is plus
- Familiar with IT terminology specifically in UI Design & Development Area.
Special Benefits
- Attractive incentives & timely recognition
- Collaborative & creative culture. A passionate team with diverse backgrounds & skills
- Exposure to various challenging opportunities & mentoring from seniors.
- Work with well respected & award-winning design studio
What we look for:
As a DevOps Developer, you will contribute to a thriving and growing AIGovernance Engineering team. You will work in a Kubernetes-based microservices environment to support our bleeding-edge cloud services. This will include custom solutions, as well as open source DevOps tools (build and deploy automation, monitoring and data gathering for our software delivery pipeline). You will also be contributing to our continuous improvement and continuous delivery while increasing maturity of DevOps and agile adoption practices.
Responsibilities:
- Ability to deploy software using orchestrators /scripts/Automation on Hybrid and Public clouds like AWS
- Ability to write shell/python/ or any unix scripts
- Working Knowledge on Docker & Kubernetes
- Ability to create pipelines using Jenkins or any CI/CD tool and GitOps tool like ArgoCD
- Working knowledge of Git as a source control system and defect tracking system
- Ability to debug and troubleshoot deployment issues
- Ability to use tools for faster resolution of issues
- Excellent communication and soft skills
- Passionate and ability work and deliver in a multi-team environment
- Good team player
- Flexible and quick learner
- Ability to write docker files, Kubernetes yaml files / Helm charts
- Experience with monitoring tools like Nagios, Prometheus and visualisation tools such as Grafana.
- Ability to write Ansible, terraform scripts
- Linux System experience and Administration
- Effective cross-functional leadership skills: working with engineering and operational teams to ensure systems are secure, scalable, and reliable.
- Ability to review deployment and operational environments, i.e., execute initiatives to reduce failure, troubleshoot issues across the entire infrastructure stack, expand monitoring capabilities, and manage technical operations.
About the Company:Our Client is an IT & Consulting organization helping Enterprises with their Analytics and Planning needs. Our Rockstar team has built multiple products and solutions to cater to our clients across sectors such as Retail & E-commerce, Consumer Goods, Pharmaceuticals & Life Sciences, Real Estate, Hi-tech, Manufacturing, and Automotive. We are considered top of the class in the domain that we serve by our partners and clients.
Job description–MernArchitect
Notice period- Immediate to 60 days
Experience – 7-12
Job Description:
- Designing and developing full-stack web applications using the MEAN or MERN stack (MongoDB, ExpressJS, AngularJS/ReactJS, NodeJS).
- Defining technical architecture and design patterns.
- Ensuring scalability, performance, and security of the applications.
- Mentoring and coaching developers on best practices and standards.
- Collaborating with product and design teams to translate business requirements into technical solutions.
- Staying up-to-date with the latest technologies and trends in web development.
- Building and maintaining technical documentation.
- Resolving complex technical issues and troubleshooting.
- Leading code reviews and ensuring code quality.
- Participating in technical decision-making and project planning
Personal Attributes:
*Extensive experience in MEAN or MERN stack development and deployment.
*Strong leadership and mentorship skills.
*Excellent problem-solving and troubleshooting skills.
*Ability to work in a fast-paced, dynamic environment.
*Strong communication and collaboration skills.
*Bachelor's or Master's degree in Computer Science or related field.
Regards
Team Merito
The role requires you to design development pipelines from the ground up, Creation of Docker Files, and design and operate highly available systems in AWS Cloud environments. Also involves Configuration Management, Web Services Architectures, DevOps Implementation, Database management, Backups, and Monitoring.
Key responsibility area
- Ensure reliable operation of CI/CD pipelines
- Orchestrate the provisioning, load balancing, configuration, monitoring and billing of resources in the cloud environment in a highly automated manner
- Logging, metrics and alerting management.
- Creation of Bash/Python scripts for automation
- Performing root cause analysis for production errors.
Requirements
- 2 years experience as Team Lead.
- Good Command on kubernetes.
- Proficient in Linux Commands line and troubleshooting.
- Proficient in AWS Services. Deployment, Monitoring and troubleshooting applications in AWS.
- Hands-on experience with CI tooling preferably with Jenkins.
- Proficient in deployment using Ansible.
- Knowledge of infrastructure management tools (Infrastructure as cloud) such as terraform, AWS cloud formation etc.
- Proficient in deployment of applications behind load balancers and proxy servers such as nginx, apache.
- Scripting languages: Bash, Python, Groovy.
- Experience with Logging, Monitoring, and Alerting tools like ELK(Elastic-search, Logstash, Kibana), Nagios. Graylog, splunk Prometheus, Grafana is a plus.
Must-Have:
Linux, CI/CD(Jenkin), AWS, Scripting(Bash, shell Python, Go), Ngnix, Docker.
Good to have
Configuration Management(Ansible or similar tool), Logging tool( ELK or similar), Monitoring tool(Nagios or similar), IaC(Terraform, cloud formation).
* Write “clean”, well-designed code
* Produce detailed specifications
* Troubleshoot, test and maintain the core product software and databases to ensure strong optimization and functionality
* Contribute in all phases of the development lifecycle
* Follow industry best practices
* Develop and deploy new features to facilitate related procedures and tools if necessary
Requirements:
* Proven software development experience in PHP
* Understanding of Frameworks like Laravel, CodeIgnitor, Wordpress, Yii, etc
* Demonstrable knowledge of web technologies including HTML, CSS, Javascript, AJAX etc
* Good knowledge of relational databases, version control tools and of developing web services
* Experience in common third-party APIs (Google, Facebook, Ebay etc)
* Passion for best design and coding practices and a desire to develop new bold ideas
* BS/MS degree in Computer Science, Engineering or a related subject
- Setting up cross functional teams that do Product and Packaging Development, Literature search/Monograph generation, Consumer and Clinical Validation, Regulatory support
- Establishing feasibility and Manufacturing Scale up/ Commercialization on Project/product basis and over see their management
- Locating new Ingredients (both actives/formulation agents) that can add value to the innovations and build USP for the product.
- Challenging the team to understand and pick ideas form Traditional knowledge (both ingredients/Recipes/Processes) and adopting them in new products.
- Driving the Innovation Strategy for the company
- Driving value improvement programs in the company to optimize cost and benefits.
- Looking at partnerships with external eco system to accelerate innovation plans including getting them to do NPD and provide lead products.
- Training and capability building of the team
- Setting up of a need based Formulation development R&D infrastructure and Facility for the company to initiate in-house R&D
- Developing and implementing a robust QA for 3P suppliers and implement them same.
What you need to have:
- 7-15 years of R&D Experience in Naturals, Ayurveda, Personal Care at a Group/Team Leader or Head level.
- Fully operational on R&D and Product development related activities.
- Good knowledge of International (specifically US) and Indian regulations
Skill Set
- 4 – 8 years of hands experience profiles
- Hands-on Experience in
- .NET Core 2.1 , Asp.net, C#
- Sql Server 2012+ / DB
- Web API
- Ajax / J-query / LINQ / HTML 5.0
- MVC, Bootstrap will be an added advantage









