
Senior AI/ML Engineer
๐ Pune, Maharashtra (Onsite)
๐ผ Experience: 6โ10 Years
๐ 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
- 6โ10 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
๐ 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 (WFHTยฎ). WFHTยฎ 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 โSmart Town Model (STM)โ, 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 (10)
About Company
Moodyโs Global Talent Acquisition department supports over 10,000 colleagues globally. The team is aligned into 3 regions (US/Americas, EMEA, APAC) and focused on attracting, engaging, and acquiring diverse high-quality talent forย Moodyโs three business entities.
URL -ย ย ย https://www.moodys.com/Pages/contactus.aspx">https://www.moodys.comรย
Skills: IT/Technical hiring, end to end recruitment, good stakeholder management, candidates from Corporate background with IT/Technical hiring experience.
Key Responsibilitiesย โ
The Recruiter is responsible for executing recruiting regional strategies that strengthen organizational capabilities to ensure business leaders have the talent to successfully achieve business objectives.
The Recruiter will work with business leaders and hiring managers in their client group and with other recruiting team members to provide full lifecycle best practice recruitment service. They will execute talent acquisition strategies to identify, attract and hire high-quality talent for the business/region, utilizing active and passive sourcing techniques to fill existing and future job openings. The Recruiter will use the information provided that interprets internal employment demands to translate them into timely, results-driven action items
Recruiting Delivery
โข Execute full life-cycle regional recruiting processes, including the HR-related onboarding of new employees
โข Support the client groupโs current and future staffing needs within the HR service delivery framework.
โข Take part in the execution of outsourcing strategy (if any) appropriate to the regions workforce planning and business needs to source, attract, and hire best talent.
โข Utilize various tools and resources to effectively evaluate talent in a variety of methods in order to ensure that the company is selecting highly qualified and engaged professionals to join the organization
โข Provide value-add recruiting advice to hiring managers to influence and persuade talent decisions
โข Demonstrate understanding of talent needs of hiring managers and job requirements to assess candidate quality, skills and fit to identify the best candidate for a position
โข Attract and recruit the highest calibre candidates in a cost effective and time efficient manner
โข Manage the presentation, selection, offer, negotiation, closing and administrative components involved in fulllifecycle recruiting
โข Review resumes and credentials for appropriateness of skills, experience and knowledge in relation to position requirements
โข Interview all candidates presented for detailed interviewing by hiring managers and include the use of face-to-face behavioural-based interviewing methodologies
โข Advise management on appropriate recruitment methods and salary ranges
โข Advise on relevant changes to employment laws that impact recruitment and be aware of confidentiality issues as they arise
โข Be knowledgeable about and able to appropriately explainย Moodyโs benefits and recruitment related policies and programs
โข Implement external candidate recruiting programs that attract, select and retain a qualified, diverse workforce and supportย Moodyโs workplace diversity goals.
Sourcing:
โข Demonstrate labor market expertise for the markets in which you recruit
โข Administer sourcing strategies to identify and recruit potential new hires
โข Source active candidates from online databases, internal databases, contact lists and employee referrals
โข Source passive candidate leads through internet research, networking, cold calling and market presence
โข Design, plan and coordinate large scale recruitment events like career days and job fairs, Super Days and Campus hiring
Recruiting Strategy & Marketing
โข Communicate recruiting strategies, including sourcing and acquisition strategies; recruiting tools and processes; talent mapping and systems.
โข Implement external candidate marketing and proactive recruiting programs and processes that attract, select and retain a qualified, diverse workforce.
โข Partner with Diversity and Inclusion to achieveย Moodyโs aspirational diversity goals including support of campus recruiting and summer internship programs.
โข Attend business and / or networking functions to build and maintain a vast network of professional relationships over a long period of time with the goal to ultimately attract them toย Moodyโs
โข Strategically develop and implement localized advertising campaigns (Internet, Intranet, newspapers, etc.). Evaluate campaignโs value based on cost effectiveness and ability to attract top-level candidates
โข Establish and maintain contacts with employment sources, such as colleges/universities, employment agencies, search firms, trade associations, etc.
โข Create and foster relationships with colleges and diverse professional organizations to attract and recruit alumni and diversity candidates (US only
Workforce Analytics
โข Implement operational efficiencies and practices that drive strong performance across all recruitment-related metrics including Time to Fill, Quality of Hire, Cost Per Hire and Source effectiveness.
โข Maintain accurate and up to date recruiting data. Create and distribute recruiting activity reports and budgets as required. Conduct management presentations regarding recruiting activity as needed.
Contract: 9 Months
No. of experience: 5+ years
Location: Gurgaon/Bangalore
ย
ย
๐ Weโre Hiring: Senior Full Stack Engineer (On-Call Support) ๐
Work Mode-Remote
Shift Timings-PST
Working hours-9hours(including a 1 hour of break)
Are you a seasoned Full Stack Engineer who enjoys solving real-world production challenges and being the go-to expert when it matters most? This role is for you! ๐ก
Role Overview
Weโre looking for 3 Senior Resources to join our On-Call Support Team, ensuring platform stability and rapid issue resolution across backend, frontend, and infrastructure.
Tech Stack
Node.js (NestJS)
React.js (Next.js)
React Native
PostgreSQL
AWS (Hybrid with On-Premise)
Linux
Docker Swarm
Portainer
What Youโll Do
Provide on-call support for production systems
Troubleshoot and resolve high-priority issues
Collaborate with senior engineers to maintain system reliability
Work across backend, frontend, and infrastructure layers
Ensure uptime, performance, and scalability of applications
What Weโre Looking For
Strong experience with modern JavaScript frameworks
Hands-on knowledge of cloud + on-prem environments
Solid understanding of containerized deployments
Excellent problem-solving and debugging skills
Comfortable working in on-call support rotations
Product Manager (Data & Operations)
Experience: 2+ years
Must-Have: Candidate must have prior experience in a product-based company
Role Summary
We are looking for a highly analytical Product Manager to drive business growth through data analysis, operational efficiency, and structured experimentation.
This role will focus on identifying growth opportunities, reducing operational inefficiencies, improving unit economics, and building strong reporting systems across the ecommerce and AI-led product ecosystem.
You will work closely with Engineering, Marketing, Catalog, Operations, Finance, and Data teams to ensure decisions are backed by data and execution is operationally strong.
Key ResponsibilitiesData Analysis & Business Insights
- Own end-to-end funnel analysis (Impressions โ CTR โ ATC โ Checkout โ Purchase โ Repeat)
- Identify drop-offs, leakages, and revenue gaps using SQL, GA, Clevertap
- Perform cohort analysis (new vs repeat, prepaid vs COD, personalized vs non-personalized users)
- Track and improve core metrics:
- Conversion Rate
- GMV & Revenue
- AOV
- Repeat Rate
- Cancellation & RTO %
- Margin contribution
- Build and maintain weekly/monthly dashboards for leadership visibility
- Translate raw data into clear, actionable insights
Operational Excellence
- Identify operational bottlenecks impacting conversion and fulfillment
- Analyze cancellation drivers & reduce COD RTO risk
- Improve payment success rates and checkout efficiency
- Work with logistics teams to optimize delivery timelines
- Collaborate with catalog & brand teams to improve SKU performance
- Monitor inventory health, sell-through rate, and stock rotation
- Drive pricing and margin optimization initiatives
Experimentation & Performance Improvement
- Run structured A/B tests to improve funnel performance
- Define clear hypotheses, success metrics, and impact measurement
- Analyze experiment results and recommend rollouts
- Build scalable processes for experimentation cadence
Cross-Functional Execution
- Convert insights into PRDs and operational roadmaps
- Partner with engineering for sprint-based delivery
- Align marketing, catalog, and operations on metric ownership
- Ensure every feature launch has measurable business KPIs
Must-Have Skills
- Strong analytical mindset and comfort with large datasets
- Advanced Excel / Google Sheets
- Strong SQL proficiency (mandatory)
- Experience with GA, Clevertap, Mixpanel or similar tools
- Experience working on ecommerce funnels
- Understanding of unit economics (GMV, margins, CAC, LTV)
- Strong problem-solving and structured thinking
Bonus Skills
- Experience in ecommerce marketplace or D2C
- Experience working with logistics, payments, or inventory systems
- Exposure to AI-led recommendation systems
- Experience building business dashboards
What Success Looks Like (First 6 Months)
- Clear dashboard visibility across all core business metrics
- 10โ15% improvement in funnel conversion
- Reduction in cancellation & RTO rates
- Improved operational turnaround time
- Data-backed roadmap prioritization
โ Contribute towards Designing and Developing functionality for our mobile app based on Cordova and
Angular.
โ Rapidly build prototypes from mockups that can be directly implemented
โ Create decoupled, interactive mobile UIs using applicable Frameworks
โ Improve rendering performance and memory optimizations to create a performant UX
โ Support, maintenance and ongoing development for existing applications and projects
โ Unit-test code for robustness, including edge cases, usability, and general reliability
โ Master/Bachelors degree in computer science
โ At least 4 years of related working experience
โ Proven working experience in developing hybrid mobile applications, with one or more iOS and
Android apps on respective app stores. We use Cordova and Angular to build our apps.
โ Experience with writing and debugging code using Angular 2.0 or above. Strong skills in HTML/CSS
and Javascript.
โ Good knowledge of Javascript Algorithms and Data Structures.
โ Experience with native app development on mobile is an added advantage.
โ Working experience with version control systems.
โ Good understanding of the mobile web development life cycle.
- Writing, developing, testing, and implementing new software and web applications in Ruby
- Develop back-end components and integrate them with front-end
- Testing and improving existing Ruby software
- Create sufficient documentation of the software
- Offer customers specific advice and suggestions in the Ruby area
- Creation, administration, and maintenance of APIs
- Carry out troubleshooting in appropriate cases
- Good understanding of the syntax of the Ruby language
- Knowledge of RoR and libraries (Resque or RSpec)
- Knowledge of OOP
- Front-end technologies โ such as JavaScript, HTML5, and CSS3
- Familiarity with automated testing, continuous integration
- Experience in handling and developing APIs
- Knowledge of Mocking, MVC, RESTful
- Ability to integrate multiple data sources and databases into one system
- Knowledge of basic design principles for an app
- Skilled at code versioning tools such as Git, Mercurial, or SVN
- Enthusiasm for emerging technologies and methods
- Pragmatism, reliability, and curiosity
- Excellent written and spoken communication skills
- ย
Desired Profile:
- Strong analytical skills -ability to turn business requirements into technical concepts and code
- Minimum 3 years of experience in React(at least 3 projects)and familiar with modern React (Hooks, Context API)
- At least one PWA project
- Deep knowledge of Typescript (at least 2 years)
- Excellent problem solving and communication skills
- Used to writing automated tests with tools like Jest & Cypress
- Working with a ticketing tool like Jira
- Experience with SCRUM/Agile Development
- Experiences with NodeJS is a plus
- Experiences with Monorepositorys and Nx is a plus
Square Panda is a startup headquartered in Sunnyvale, CA with additional offices located in Indiaย
and China. We are in a research based Ed-Tech space, focusing on children's early literacy. Weย
have 3000+ schools under our belt and are proud to cater the needs of English Languageย
development of 70,000+ kids worldwide. Our multisensory neuroscience research-based phonicsย
learning system comes equipped with educational games to teach children many essential skills.ย
With a curriculum that has been specially adapted for Indian schools and children, we strive toย
empower beginner learners through phonics awareness.
Responsibilities
- Develop and maintain art production workflow/pipeline by writing scripts/tools to aid artists to create more efficiently
- Become embedded with external customer teams to develop games, tools and provide support
- Integrate assets into clientโs applications without sacrificing artistic vision or exceeding technical limits of the platform
- Produce particles, shaders and other VFX for Unity applications(Unity 2019.4 LTS)
- Build close relationships with client engineers and with Unity's internal development teams
- Efficiently solve problems, communicate, and educate our clients, both remotely and on-site at their offices
- Proactively train yourself to remain at the forefront of Unity Engine technology
ย
Requirements
- Excellent skills in:
- Understanding of the technical art asset delivery for an entire game for real-time use.
- Writing shaders for real-time rendering.
- Unity Visual Effect Graph
- Using Photoshop, Illustrator for Texture & sheet creation.
- Shader Graph for unity 2019.4.2
- Communication, in both spoken and written English
- Self-organization and working independently
- Collaboration and working in teams
- Enthusiasm for working with video games projects.
- Minimum experience 2+ years.
- Location - Mumbai
ย
ย
ย
ย
Bonus points
- A portfolio demonstrating your ability to make beautiful things in real-time
- Experience on 2D games
- Scripting skills in C#
- Comprehensive knowledge of rendering fundamentals: modeling, texturing/shading/surfacing, rigging, animation, lighting, rendering
- Profiling and performance optimization of applications
- Experience using the Unity engine professionally
- Experience with technical writing, training or giving talks
ย
- 4-7 years of Industry experience in IT or consulting organizations
- 3+ years of experience defining and delivering Informatica Cloud Data Integration & Application Integration enterprise applications in lead developer role
- Must have working knowledge on integrating with Salesforce, Oracle DB, JIRA Cloud ย
- Must have working scripting knowledge (windows or Nodejs)ย
Soft Skillsย
- Superb interpersonal skills, both written and verbal, in order to effectively develop materials that are appropriate for variety of audience in business & technical teams
- Strong presentation skills, successfully present and defend point of view to Business & IT audiences
- Excellent analysis skills and ability to rapidly learn and take advantage of new concepts, business models, and technologies
- Implementation Experience on Avaya Aura UC Portfolio โ Communication Manager, Messaging, Session Manager, System Manager, AES, SBCE, Utility Services, ADS, AADS, AMS, Avaya Control Manager and advance level troubleshooting to make project cut-overs successful.
- Implementation Experience on Avaya Aura CC Portfolio โ AAEP, DSS, BRE, POM, CMS, WFO, AWFO, Breeze, Oceana and advance level troubleshooting to make project cut-overs successful.
- Works with the customer on recurring alarms that trigger in the PBX and provides plan of action to isolate the defect in PBX/Network - Problem Management
- Session Manager/System Manager (SIP server) administration and routing configuration
- Session Border Controller administration and configuration
- Session Border Controller to Session Manager Routing configuration
- Works with the onsite system technician as required during test and turn-up of phones, application servers, and adjuncts
- Works with Service Provider for circuit turn-up activities and other issues associated with the maintenance activity
- Troubleshooting intermittent Server restarts, Call drops and Network-triggered voice quality issues that require traces to be setup at multiple end-points and deep analysis of all collected traces to come up with resolution plan
- SIP Link restoration and troubleshooting that require set up and analysis of SIP traces
- Troubleshooting Call flow Routing and Adaptation between SIP Server and Session Border Controller
- Troubleshooting Voice quality issues (Static, Jitter, Robotic voice, Latency) over WAN using Sniffer and Network traces
Full Stack developer must have knowledge in all stages of software development.
Youโll be working alongside other engineers and developers, collaborating on the
various layers of the infrastructure for our Restaurant Management Platform.
About DeMeNew
DeMeNew Tech Pvt Ltd is a food-tech startup based out of Hyderabad. Founded by 4 long-term Microsoft employees, we have our operations in Hyderabad, Vishakhapatnam and Tirupati with over 100 restaurants on the platform. We are a startup but we have the best partners to work with us already. Our platform is trying to empower restaurant owners by providing them with valuable insights in their operations such as restaurant analytics, increasing the average order size by upselling and cross-selling, managing the inventory and customer engagement. Nitin Sharma, our CEO has over 20 years of industry experience. Prior to DeMeNew, he was a Director at Microsoft. Our advisors include industry veterans like Amit Sircar who is currently the Vice President, Business Productivity Enterprise Services at Microsoft. Amit has spent over 20 years in several
leadership roles with some of the world's most reputed organizations like HP, Wipro Infotech and IBM.
https://www.linkedin.com/company/demenew/" target="_blank">https://www.linkedin.com/company/demenew/
Skills:
Mandatory experience on Angular 2+
Hands-on experience on MEAN stack
Proficient with OOPS and design patterns
Frontend using Angular 2+/ReactJS/VueJS
Backend using NodeJS (ExpressJS/SailsJS)/Python/Java
Good understanding of NoSQL & SQL databases
HTML, CSS(Knowledge of web semantics, CSS Pre-processors preferable)
Should be able to translate design to HTML, CSS Git
Good to have:
Mobile app experience using react-native, flutter, etc
AWS/Azure/GCP
At least one application in production
Responsibilities:
Developing front end application architecture.
Designing user interactions on 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.
Experience - 5+ Years









