
Senior AI/ML Engineer
š Pune, Maharashtra (Onsite)
š¼ Experience: 6ā10 Years
š Employment Type: Full-Time
About the Role
We are seeking a highly skilled Senior AI/ML Engineer to lead the design, development, and deployment of enterprise-scale Artificial Intelligence and Machine Learning solutions. The ideal candidate will possess strong expertise in production-grade Retrieval-Augmented Generation (RAG) systems, deep learning architectures, semantic search platforms, vector databases, and AI orchestration frameworks.
This role requires hands-on technical leadership, architectural ownership, and proven experience building scalable AI systems that operate reliably in production environments.
Key Responsibilities
- Design and architect enterprise-grade RAG (Retrieval-Augmented Generation) solutions
- Build and optimize document chunking, retrieval, reranking, and hallucination mitigation pipelines
- Develop and deploy machine learning models using XGBoost, PyTorch, and TensorFlow
- Design deep learning solutions including LSTM and transformer-based architectures
- Build semantic search and vector retrieval systems using modern vector databases
- Develop advanced AI workflows using LangChain and LangGraph
- Design and implement multi-agent AI systems and orchestration frameworks
- Lead AI model deployment, monitoring, optimization, and lifecycle management
- Collaborate with cross-functional teams to translate business requirements into scalable AI solutions
- Mentor junior engineers and contribute to technical leadership initiatives
- Drive AI architecture decisions, performance tuning, and best practices
Required Skills & Qualifications
Must-Have Technical Skills
- 6ā10 years of software engineering and AI/ML development experience
- Strong experience building and deploying production AI/ML systems
- Hands-on expertise with RAG architectures and semantic retrieval systems
- Experience with vector databases such as Pinecone, Weaviate, Chroma, Milvus, or Qdrant
- Strong knowledge of Machine Learning and Deep Learning concepts
- Hands-on experience with:
- PyTorch and/or TensorFlow
- XGBoost
- LangChain
- LangGraph
- Experience deploying AI applications in production environments
- Strong debugging, performance optimization, and troubleshooting skills
- Excellent Python programming skills
- Understanding of REST APIs, microservices, and scalable system design
Preferred Skills
- MLflow
- Weights & Biases (W&B)
- Kubeflow
- Transformer architectures and LLM internals
- MLOps practices and model lifecycle management
- Multi-agent AI frameworks
- Cloud platforms such as AWS, Azure, or GCP
- Docker and Kubernetes
- CI/CD pipelines for AI applications
Ideal Candidate Profile
You are someone who:
- Has successfully deployed AI solutions into production environments
- Understands enterprise-scale AI architecture and design patterns
- Has practical experience with retrieval systems and vector search
- Can independently drive AI initiatives from concept to deployment
- Enjoys solving complex engineering challenges
- Demonstrates strong ownership, leadership, and mentoring capabilities
- Thrives in a fast-paced product and engineering environment
Who Should Not Apply
- Prompt-engineering-only profiles
- Candidates with only academic or research exposure
- Tutorial/demo-level GenAI practitioners
- Engineers without production deployment experience
- Professionals lacking hands-on implementation expertise
Educational Qualification
- B.E. / B.Tech in Computer Science, Information Technology, Artificial Intelligence, Machine Learning, Data Science, or related discipline
- Master's degree is a plus
Work Location
š Pune, Maharashtra (Onsite)
Hiring Preference
- Immediate joiners preferred
- Candidates currently working on production AI/ML systems will be given preference
Keywords
AI Engineer, Senior AI Engineer, Machine Learning Engineer, Generative AI Engineer, LLM Engineer, RAG Engineer, LangChain, LangGraph, Vector Database, Semantic Search, Deep Learning, PyTorch, TensorFlow, XGBoost, ML Engineer, AI Architect, MLOps, Multi-Agent Systems, Production AI

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 (WFHTĀ®). WFHTĀ® 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 āSmart Town Model (STM)ā, 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.
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We are building the next generation of AI-powered products and platforms that redefine how businesses digitize, automate, and scale. Our flagship solutions span eCommerce, financial services, and enterprise automation, with an emerging focus on commercializing cutting-edge AI services across Grok, OpenAI, and the Azure Cloud ecosystem.
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We are seeking a highly skilled Full-Stack Developer with a strong foundation in e-commerce product development and deep expertise in backend engineering using Python. The ideal candidate is passionate about designing scalable systems, has hands-on experience with cloud-native architectures, and is eager to drive the commercialization of AI-driven services and platforms.
Key Responsibilities
- Design, build, and scale full-stack applications with a strong emphasis on backend services (Python, Django/FastAPI/Flask).
- Lead development of eCommerce features including product catalogs, payments, order management, and personalized customer experiences.
- Integrate and operationalize AI services across Grok, OpenAI APIs, and Azure AI services to deliver intelligent workflows and user experiences.
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- 5+ years of professional full-stack development experience.
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- Strong backend expertise in Python (Django, FastAPI, Flask).
- Experience with cloud services (Azure preferred; AWS/GCP is a plus).
- Hands-on with AI/ML integration using APIs like OpenAI, Grok, Azure Cognitive Services.
- Solid understanding of databases (SQL & NoSQL), caching, and API design.
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- Experience with DevOps practices: GitHub/GitLab, CI/CD, Docker, Kubernetes.
- Strong problem-solving skills, adaptability, and a product-first mindset.
Nice to Have
- Knowledge of vector databases, RAG pipelines, and LLM fine-tuning.
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What We Offer
- Opportunity to shape the commercialization of AI-driven products in fast-growing markets.
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Responsibilities
Researches, develops and maintains machine learning and statistical models for
business requirements
Work across the spectrum of statistical modelling including supervised,
unsupervised, & deep learning techniques to apply the right level of solution to
the right problem Coordinate with different functional teams to monitor outcomes and refine/
improve the machine learning models Implements models to uncover patterns and predictions creating business value and innovation
Identify unexplored data opportunities for the business to unlock and maximize
the potential of digital data within the organization
Develop NLP concepts and algorithms to classify and summarize structured/unstructured text data
Qualifications
3+ years of experience solving complex business problems using machine
learning.
Fluency in programming languages such asĀ Python, NLP and Bert, is a must
Strong analytical and critical thinking skills
Experience in building production quality models using state-of-the-art technologiesĀ
Familiarity with databases .
desirable Ability to collaborate on projects and work independently when required.
Previous experience in Fintech/payments domain is a bonus
You should have Bachelorās or Masterās degree in Computer Science, Statistics
or Mathematics or another quantitative field from a top tier Institute
This is for one of our client. Exposure to work with top Global clients like Morgan Stanley, Goldman Sachs, etc
CTC is not a constraint for the right candidate.
Job Description
Responsibilities:
Deliver new functionality for the internal production platform and enhancements.
Monitor and optimize application performance.
Closely collaborate with Product Management, Quality Assurance, Data Operation and IT Support on all stages of software development life cycle.
Desired experience and qualifications:
3 to 5 years of software development experience.
Ruby software development.
Web Services/Application Development.
Relational Databases, especially Oracle OR any NoSQL databases.
Ruby database libraries such as Sequel, Active Record.
Exposure to Javascript development frameworks, especially EXT JS.
Source code control systems, especially Git.
Database tools such as SQL Developer.
Cloud (mainly Azure) exposure is an added advantage.
Bachelor degree in Computer Science, Mathematics, Engineering, related field, or equivalent experience.
Good Communication skills required for working as part of a geographically distributed software development team.
Technical:
Ā
- Expertise in WordPress customization, development and knowledge of plugins and API integration Should be well versed in WordPress.
- Must have knowledge to create their own theme and able to do customization in existing/premium theme.
- Must have experience of plugin customization and also aware about a new plugin development.
- Must have the Knowledge of existing WordPressās functions, hooks, plugins.
- Experience in WordPress is mandatory, other Open Sources/frameworks experience would be considered as an added advantage.
- WordPress integration directly from PSD/AI/Sketch would be considered as an added advantage.
- Must have knowledge of basic php and MYSQL concepts.
Ā
Non-Technical:
Ā
- Interpersonal skills
- Good communication
- Decision making
- Good Team player
- Good Listener
Ā
Roles & Responsibilities:
Ā
- Designing and implementing new features and functionality
- Establishing and guiding the websiteās architecture
- Ensuring high-performance and availability, and managing all technical aspects of the CMS
- Helping to formulate an effective, responsive design and turning it into a working theme and plugin.
industry-standard 3D modeling programs and tools. Good spatial skills and a well honed sense of color and design will help you succeed in this job.
Ā
- Create and manage digital assets
- Interpret concept art and sketches to create virtual pixar quality cartoon characters, environment and props
- Follow design guidelines, asset naming conventions and other technical constraints
- Prototype and iterate on models and characters based on feedback from team members
- Create textures and UV maps
- Optimize, refine and correct model geometry
- Rig models and characters for animation
- Work with artists, animators and programmers to execute projects on time
PHP / Laravel / CI developer duties and responsibilities
- Develop, record and maintain cutting edge web-based PHP applications on portal plus premium service platforms.
- Build innovative, state-of-the-art applications and collaborate with the frontend development team.
- Ensure HTML, CSS, and shared JavaScript is valid and consistent across applications.
- Prepare and maintain all applications utilizing standard development tools.
- Utilize backend data services and contribute to increase existing data services API.
- Lead the entire web application development life cycle right from concept stage to delivery and post launch support.
- Convey effectively with all task progress, evaluations, suggestions, schedules along with technical and process issues.
- Document the development process, architecture, and standard components.
- Coordinate with co-developers and keeps project manager well informed of the status of development effort and serves as liaison between development staff and project manager.
- Keep abreast of new trends and best practices in web development.
- Ā
PHP / Laravel / CI developer requirements and qualifications
- Previous working experience as a PHP(Laravel/CI) developer for minimum 3 years.
- Proficient with JavaScript, JQuery and AJAX.
- In depth knowledge of object-oriented PHP (>=Laravel 7 or >=CI 4.0) framework.
- Should know about source version control like GIT or SVN
- Familiar with AWS & Linux command line will be added advantage.
- Understanding and implementing security and data protection
- Must be a team player with good communications.
- Ability to solve problems quickly and efficiently.
- Great aptitude and attitude towards learning.
- Take full responsibility for task/project execution.
- Ability to prioritize own work and respect deadlines.
Location ā Gurugram (currently work from home)
Job Description ā
⢠Should have worked upon various Python Frameworks Django
⢠Should have good knowledge of MySql, MongoDB, Hadoop, Big Data, Docker.
⢠Should have a good understanding of API development in XML and JSON
⢠Should have worked upon at least one cloud provider such as Google Cloud or AWS
⢠Should have worked upon Google APIs integration
⢠Familiarity with SOA (micro-services/message buses/ etc.)
⢠Should always be ready with new innovative ideas
⢠Should have the ability to transform the requirements into scalable and smart code
⢠Responsible for Unit design and coding Responsible for implementing and following standards and guidelines with coding best practices in mind.
⢠Should be able to work with developers and architects, to ensure bug-free and timely delivery of allocated development tasks.
⢠Responsible for conducting proper unit testing.
⢠Should be able to take ownership of a product end-to-end
⢠Experience working with SAAS, and PAAS would be a plus
Requirements -
⢠Eligibility BE/ B Tech/ M Tech/ MCA
⢠Degree in Computer Science or related field
⢠Critical thinker and problem-solving skills
⢠Able to contribute individually
⢠Good time-management skills Great interpersonal
⢠Education background: BE/ BTech (Computer Sc or Electronics)/ MTech/ MCA with min 70% in their 10th/ 12th/ UG/ PG.
WORK EXPERIENCE: 0.6 TO 3 YRS
SALARY: Negotiable (Base on Experience)
SHIFTS:Ā FlexibleĀ to Work in Night Shifts (Male candidates are preferred)
CONTACT : Malar HR
Ā
Roles &Ā Responsibilities
Ā
- The Designer/Developer is responsible for the design, layout and coding of a Website, Web Application, etc.
- They are involved with the technical and graphical aspects of a website - how the site works and how it looks. They can also be involved with the maintenance and update of an existing site and upgrades on existing Web Application.
- Write the programming code, either from scratch or by adapting existing website software and graphics packages to meet business requirements
- Test the website and identify any technical problems
- Ā Upload the site onto a server and register it with different search engines.
- Ā HTML, JavaScript, jQuery, and CSS.
- Ā Adobe Illustrator.
- Ā PHP, Java, Ruby, Python, Ajax, Angular JS.
- Ā Frameworks - Zend, Symfony, CakePHP, Laravel & Codeigniter.
- Ā MySQL, Oracle, and SQL Server.









