Data Science Engineer at J&F · Remote, Bengaluru (Bangalore), Noida, Chennai · 3 - 10 years · Bootstrapped · Remote friendly · Posted 12 Aug 2026

Role Summary
We are hiring a Data Engineer / ML Data Pipeline Engineer to build and operate the data backbone of the Enterprise AI platform:
What You'll Own
- Ingestion & ETL/ELT pipelines for heterogeneous project folders (PDF drawings, SVG files, IFC models, BBS.json bar-bending-schedule data, Excel exports, and AI agent output JSON).
- AWS-based data architecture: S3 raw/staging/curated/outputs structuring, partitioning, versioning, and lifecycle management; querying via Athena/Glue and warehousing via Redshift or Snowflake as needed.
- Data validation frameworks: GUID cross-referencing between SVG and BBS data, schema enforcement, duplicate/orphan detection, reference integrity checks, and structured validation reporting.
- Agent run logging & observability: designing the database schema and pipelines that track every AI agent run (inputs, outputs, status, errors, cost, retries, reviewer feedback).
- AI Factory monitoring dashboards: operational dashboards (failure rates, retries, latency, data quality) and business dashboards (throughput, cost per run, rework rate) for Power BI/QuickSight or equivalent.
- ML data pipeline support: dataset preparation, labeling/annotation workflows, human-in-the-loop review tooling, and dataset versioning for models that classify or QC drawing issues.
- APIs: designing and building FastAPI/Flask endpoints to trigger validation runs and expose agent processing status to internal tools.
- Data quality & testing discipline: idempotent pipelines, quarantine/reject handling, regression and reconciliation testing, and root-cause debugging when pipelines or query performance degrade in production.
Key Skills — Non-Negotiable (Must-Have, Strong Level)
- Python — production-grade scripting: file/folder handling, JSON/schema processing, clean error handling, not just notebook-level scripting.
- SQL — strong hands-on ability, including GROUP BY/HAVING for duplicate detection, window functions, and daily aggregate/rate calculations (e.g., success-rate queries).
- AWS S3 data handling — practical experience structuring buckets for raw/staging/curated data, versioning, and avoiding overwrite issues at scale.
- Data validation — demonstrable experience building validation logic (set comparisons, duplicate/missing detection, structured pass/fail reporting), not just "I write assertions."
- ETL/ELT pipeline design — end-to-end ownership of at least one pipeline: source → transform → storage → validation → monitoring → business outcome, with clear articulation of what they personally built.
- Query/warehouse engine judgment — working knowledge of when to use Athena vs. Redshift vs. Snowflake (or equivalent), partitioning, clustering, sort/distribution keys, and storage format trade-offs (Parquet vs. JSON vs. CSV).
Key Skills — Good to Have
- Dashboarding — Power BI / QuickSight (or equivalent) fact/dimension table design, KPI cards, drill-downs; medium-to-strong level is a plus but trainable.
- FastAPI / Flask — building real endpoints with request/response schemas and basic error handling; especially valuable for validation-trigger and agent-status APIs.
- ML data pipeline experience — dataset labeling, annotation platform design, train/test/validation splitting, dataset versioning; strong on the pipeline/data side rather than model training itself.
- Human-in-the-loop / review tooling — experience building or contributing to browser-based labeling/review platforms (session persistence, label schema, export formats).
- Large-scale metadata querying — experience making file discovery fast across large volumes (1,000+ projects, thousands of files each) via metadata index tables, event-based ingestion, or catalog tools like AWS Glue.

About J&F
About
At J&F, we are a globally established engineering consultancy with over 500 engineers and detailers across five countries, delivering high-quality engineering solutions for buildings and infrastructure projects. We specialize in BIM-enabled Structural and MEP engineering, combining deep technical expertise with digital innovation to help clients execute complex projects efficiently, accurately, and at scale.
Through our two core business lines—Virtual Technical Office and End-to-End Engineering Solutions—we provide tailored engineering support as well as fully integrated project planning and supervision. By partnering closely with our clients, we deliver sustainable, cost-effective, and technology-driven solutions across a wide range of sectors, ensuring engineering excellence throughout every stage of the project lifecycle.
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Must Have:
• More than 8 years of overall experience in Robotic Process Automation and ML technologies.
• 4-5 years of direct experience in developing with UiPath/Automation Anywhere (A360), Python
• Strong Knowledge in SQL to write queries (Insert, Delete, Select , Update & Joins) and have knowledge on Stored Procedure to Execute or Modify.
• Experience on Custom / Build in Queues like Workload Management Queues.
• Certifications with other RPA software tools (e.g., Automation Anywhere, UiPath etc.) preferred
Nice to Have Skills:
Experience with business process improvement, including process mapping and design-based thinking preferred
Bachelor’s degree in computer science experience.
Design, develop, test, and optimize solutions to automate processes using automation technology including AA/UiPath.
Designs automated solutions in accordance with enterprise leading practices and design principles.
Assists in the collection and documentation of solution design requirements.
Builds and test automation processes including unit and integration testing.
Analyzes and resolves automation software issues where required.
Participates in peer review of solution designs
TECHNICAL SKILLS:
Automation Tools : UiPath, Automation Anywhere A360
Reporting Tools : SAP BO 4.2, Tableau
Databases : MS SQL Server 2010/2008, Teradata, Stored Procedures
Languages : .Net, XML, VB Scripting, Python
Platforms : Unix, Windows 10/7/XP
SDLC Methodology : Agile, Waterfall
Other Tools : MS Office, XML Editor, Jira, SharePoint, ALM, Service Now, Rally, Visual studio
- Assist in planning and executing brand campaigns.
- Ensure consistency in brand messaging, tone, and visual identity
- Coordinate with content, design, and performance teams for campaign execution
- Manage content calendars and brand communication
- Conduct market and competitor research to identify trends and opportunities
- Track campaign performance and prepare basic reports
Experience 1+ yrs of experience in SaaS sales
Salary upto 12 lpa
Notice period asap
Location powai Mumbai (wfh)
What you need to shine?
• You have the prior experience in modernising legacy applications.
• You are a passionate hands-on developer with deep experience in building enterprise grade software in Microsoft ASP.NET Core, ASP.NET MVC, Web API, SOA, Micro-Services and RESTful Services with knowledge of SQL Server database.
• You have the ability to see and work on the big picture (Application Architecture) and devilish details (Complex Code).
• Strong experience in developing web applications using C#, VB.Net, .NET, LINQ, Net Framework 4.0, MVC 3/4/5, ASP.NET Web API, .Net Core etc.
• You are Cloud savvy, preferably Google Cloud.
• You have rich experience in Object-Oriented Programming (OOP) with good knowledge of practical design-patterns and its applications.
• Hands-on experience in building SOA or Micro-services preferably on .NET Core.
• Proven Architectural skills with high standards in Code quality
• Knowledge of ReactJS/Typescript would be added advantage.
• Practical experience in Agile development methodologies of using CI/CD.
• Extreme Programming (TDD) experience is sought after by us.

Our client has a B2C startup in the Fintech space building the payment system for the
subscription economy. We have raised pre-seed funding from some of the leading
investors in the country. A small brief about their product - To build the payment
system for the subscription economy and make it easier to discover and manage
subscription payments in India and abroad. To give subscription merchants the
power to increase their offering by providing user subscription data, multiple login
authentication, distribution and one click subscription checkouts. To enable users to
participate in the subscription economy & increase adoption of new subscriptions.
The core team come from strong backgrounds having been alumni of IIT Madras,
IIM Calcutta as well as having worked with some of the top startups in the
ecosystem including Swiggy, Mckinsey, Barclays, etc..
What we're looking for
We are looking for an experienced Python developer to join our engineering team
and help us develop our mobile application. In this role, you will be responsible for
writing and testing scalable code, developing back-end components, and integrating
user-facing elements in collaboration with front-end developers.
To be successful as a Python developer, you should possess in-depth knowledge of
object-relational mapping, experience with server-side logic, and above-average
knowledge of Python programming.
As one of the earliest members in engineering, you will have the flexibility to design
the application and systems from ground up. As any early-stage start-up, we expect
you to be comfortable wearing various hats, and be proactive contributor in building
something truly remarkable.
Responsibilities
Coordinating with development teams to determine application requirements.Python Backend Developer
2
Writing scalable code using Python programming language.
Developing back-end components.
Implement business logic in the backend
Integrating user-facing elements using server-side logic.
Create restful APIs for a seamless integration with our mobile front end
Testing and debugging applications.
Assessing and prioritizing client feature requests.
Integrating data storage solutions.
Coordinating with front-end developers.
Reprogramming existing databases to improve functionality.
Developing digital tools to monitor online traffic.
Qualifications
4+ years of experience in Python, Django, Mongo, Express, MySQL, etc
Have built applications capable of serving high volume with low latency in
production
Following practices of agile development with continuous integration/deployment
A deep understanding and multi-process architecture and the threading
limitations of Python.
Experience in deploying applications in AWS cloud
Ability to collaborate on projects and work independently when required.
Knowledge in building applications for Fintech/payments domain is a bonus
Bachelor's or Master's degree in CS or equivalent from a reputed institution
About Company
With a rich legacy of 40 years in fostering world-class academic excellence and over 100,000 alumni across the globe, our client is one of the premier institutions of higher learning in India offering Undergraduate, Postgraduate, Diploma, and Ph.D. programmes.
Uniquely positioned as one of the first universities across the world that offer the highest standard of professional education ingrained with the postulates of peace studies, the university enables an inclusive culture of dignity, fairness, and respect amongst its students, grooming them into future-ready, responsible citizens of the world.
About the role
• Provide Strategic Vision for University to define medium- and long-term Human Resource direction and priorities.
• Lead on developing, communicating and successfully delivering the University’s HR strategy, including inspiring continuous performance improvement
• Build a dynamic and forward-looking approach to the University’s HR capability development with strong intellectual leadership, understanding and harnessing the University’s comprehensive subject range, in the context of a best HR practices.
• Ensure operational excellence and sustainability.
Roles & responsibilities
Strategic
• Devise HR strategies aligned to University’s vision and mission
• Establish HR roadmap aligned to HR strategies
• Play key role in facilitating the change across organization
• Advice and guide management on strategic alignment require with the growth of University.
• Establish framework which is sustainable, scalable in all areas of HR function
• Designing and executing all the HR policies and procedures of the University.
• Focus on employee capability building through - Conducting the training need analysis (initially nonteaching and later FDP’s for teaching staff).
Research Development
• Create activities around employee engagement and career progression
• Facilitate going forward leadership development, succession planning, High potential development program etc…
• Develop result oriented Performance Management System (Yearly appraisal and competency mapping at each level).
Financial and Budget
• Propose HR Budget and financial strategies focusing employee engagement
• Ensure the budget is used in the best possible way and is adding value as ROI
• Incorporate in the budget provisions leading to “Employer of Choice”
Collaborations
• Be employee advocate & champion within all the institutions under the umbrella of University
• Represent University on professional bodies of repute helpful in further branding university
Operational
• Create activities around employee engagement and career progression
• Conducting HR Audit of all HR processes periodically.
• Create HR dashboard showcasing HR performance to management on monthly basis
• Develop the training calendar and execute the training programs as per the TNA.
• Develop the employee welfare schemes.
• Design employee engagement activities.
• Design HR manual and employee handbook.
• Develop through induction and ensure each new joinee is gone through the induction process.
• Develop result oriented Performance Management System (Yearly appraisal and competency mapping at each level).
• Develop various incentive schemes for the employees.
• Participate and take responsibility during social initiative programs
• Compensation & Benefit Management
• Statutory & Regulatory Compliances Management
• Employee Grievances handling and satisfactory resolution
External Representation
• Represent Institute in various professional bodies, conferences and seminars in order to increase project the image of best employer and the institute’s visibility at the regional and international levels
• Remain abreast of the best practices in the field of Human Resources
Requirements
Minimum Qualification & Experience
• MBA from ISB/institute of repute
• 15 to 20 years of experience in Human Resource, preferable from education sector (Female candidates preferred)
Substantial leadership and management experience
• The personal characteristics to have a substantial experience and a successful record of senior leadership at corporate level in a large and complex organisation.
• Evidence of developing, communicating and executing a vision and strategy in a complex organisation, Proven Transformation Leadership in a sizeable organisation
• Demonstrated personal leadership of creating new benchmark of performance and have proven record of performance improvement and change at an organisational level;
• Financial acumen and experience, and commercial awareness, which demonstrate the ability to strategically manage, optimise and be accountable for the management of resources
• A proven track record of developing leaders and leadership teams, and the ability to work effectively with those teams;
• A commitment to the highest standards of governance, experience of working effectively with governing bodies or boards and external members, and the ability to operate confidently and effectively in an externally regulated environment
Intellectual credibility
• A high level of intellectual credibility, with a strong academic or other intellectual profile, in order to lead, engage with, and gain the respect of staff, demonstrating curiosity and interest in the broad range of HR disciplines.
Personal attributes and style
• A strong commitment to university and its vision, ambitions, and values
• The ability and confidence to lead and work effectively with an experienced and capable senior leadership team, empowering leaders at all levels to deliver the Division’s ambitions;
• The ability to relate to and communicate effectively with staff at all levels in the Division, engaging them with the University’s vision and plans; n
• A personal commitment to and record in effective and respectful partnership working across all staff groups;
• Sound judgement and the ability and courage to make difficult but informed decisions, including on challenging issues;
• Exceptional personal and public communication and relations
- LAMP Stack
- Laravel Framework
- HTML Framework
- Bootstrap
- Javascript Framework
- Ionic Framework - Capacitor for making hybrid mobile app
- E-Commerce frameworks
- SQL
- Payment Gateway
Skills:
- Familiarity with PHP and popular CMSs such as WordPress, Joomla
- Good working knowledge of Database concepts
- High quality & optimized code
- Strong knowledge of JSON & the REST API is an added advantage
Requirements:
- Minimum 1 to 3 years of experience
- Good communication
- Willingness to learn new technology
- Analytical skills
- Team player
- Quick & Independent-learner
- Problem-solving skills
This profile will include following responsibilities:
– Provide First Level of Support to Enterprise Customers
– Understand and Respond to Client Queries/Service Request
– Report Application Bugs to the Development Team and Follow-up
– Install Product Upgrades on the client premises/Cloud environment
– Follow Product Deployment Process
– Provide Product Demos and Trainings to Clients/Team Members
– Maintain Support Tickets on the Service Desk
– Write Scripts to automate installation tasks or other manual tasks
– Participate in Quality initiativesPosition - Software Development Engineer
Responsibilities
- Develop new user-facing features
- Build reusable code and libraries for future use
- Ensure the technical feasibility of API integrations
- Optimize application for maximum speed and scalability
- Collaborate with other team members and stakeholders
Requirements
- Proficient understanding of Java 8 or plus, Spring Frameworks, Spring Boot & Microservices
- Strong problem solving skills and good with product understanding
- Good understanding of server-side programming and integration with UI components.
- Good understanding of MySQL and any one NoSQL
- Good understanding of asynchronous request handling, partial page updates, and AJAX
- Proficient understanding of code repositories like git
- 2- 5 years of experience
Personal Characteristics
- Passion and commitment
- Coding enthusiastic
- High integrity
- Self-starter
Key Skills
- Java
- Spring
- Spring Boot
- J2EE
Role Description:
- Design, build, and maintain applications using Node.JS
- Hands-on working on various Azure PAAS services.
- Good problem solving abilities along with strong understanding of Data structures, various design patterns & algorithms.
- Enhance existing services and applications to increase availability, reliability, and scalability in a microservices environment
- Work across the engineering team to build new features and services at scale
- Improve engineering tooling, process, and standards to enable faster, more consistent, more reliable, and highly repeatable application delivery
- Remain engaged with latest technology trends and understand operational challenges to continually evolve application delivery processes and platform components
- Support platform technology decisions based on performance metrics and operational SLAs
- Provide guidance and best practices around security for applications and platform infrastructure
Qualifications:
- 3+ years software development experience using Node.JS
- Must have experience & understanding of working on Azure PAAS services.
- Strong understanding of Azure PAAS services like Services, Service Bus, etc.
- Exposure/understanding of JavaScript frameworks like Angular.JS/React.JS is added advantage.
- Experience with database and cloud technologies
- Understand the benefits of microservices, but also understand the challenges they bring and current trends on how to address those challenges
- Strong written and verbal communication skills
- BS degree in Computer Science or equivalent, Master’s degree preferred.







