Experience: 3.00 + years

Salary: Confidential (based on experience)

Expected Notice Period: 15 Days

Shift: (GMT+05:30) Asia/Kolkata (IST)

Opportunity Type: Office ()

Placement Type: Full Time Permanent position(Payroll and Compliance to be managed by: HNM)

(*Note: This is a requirement for one of Uplers client - HNM)

What do you need for this opportunity

Must have skills required:

graph neural networks, Hypergraph Neural Networks, Autodesk, CAD, Geometric deep learning, ML, SolidWorks, C++, Python

HNM is Looking for:

Member of Technical Staff

Job type: Full-Time

Location: Bengaluru(On-Site)

Why Us

We are the operating system through which every hardware company in the world will manufacture mechanical parts.

Every product is clever design plus well-considered tolerances. Design controls the shape. Tolerances control how it feels. The snug click of an earbud leaving its case. The car that stays silent instead of buzzing. None of that lives in the 3D model. It lives in the 2D drawings, still drawn by hand today.

Nothing gets made until someone produces the production-ready 2D drawings and tolerances that tell a factory how to build it. That work is still done by hand. It is slow, and the mistakes are expensive. We automate it.

We are seed stage, already shipping to Fortune 100 companies in aerospace, defence, automotive, and heading into our next round. Our founding team comes from NASA, Formula One and Microsoft. The team includes olympiad medallists and contributors to the leading open source CAD environment. We are backed by leading investors in the USA, such as Bessemer Venture Partners, HOF Capital, Precursor, and TinyVC.

- Niche Industry, Huge Impact: Manufacturing is a heavily overlooked industry powering our physical world. We are starting by converting 3D CAD models to engineering drawings using cutting-edge computational geometry algorithms integrated with mechanical engineering heuristics.
- Small team, huge impact: We're only 11 Software Engineers today, backed by $3 million in funding, each new hire shapes the company's trajectory.
- Culture of slope over y-intercept: We value learning velocity, grit, and unapologetically unique personalities.

We grew in value faster than headcount and we're looking to align the two quickly.

What You'll Work On Here





- Work with complex geometries from across the industry. You'll get real parts from aerospace and automotive customers with degenerate faces, 400-feature castings and geometry that breaks every clean assumption in the literature. You will need to get your hands dirty with computational geometry algorithms and open source CAD kernels
- Get from ideas in brainstorms to working prototype rapid and then deliver a solution that survives a Fortune 100 QA department. We ship fast and We don't merge code no human on the team can defend.
- Experiment with context generation, memory, harnesses for foundational models working with 3D geometries
- No one knows how to unit-test whether the algorithm is producing manufacturible results. This is where you get to build and maintain testing suites that are agent fluent, non-brittle and deliver accurate proof of work.
- Online learning from the continuous streams of data we produce. Every drawing an engineer corrects is a labeled example. Build the machinery that turns that stream into a system that's measurably better for the next 100 drawings than it is today.

What Are We Looking In You

- You're fluent in Python and can drop into C++ when the profiler says you have to. Rust, Go, or frontend work is a bonus
- You've built something hard that you didn't have to. A renderer, a solver, a physics engine, a compiler, a game from scratch. We care much more about this than your job titles.
- Ideal preferred experience- ML & CAD experience + exposure to the shop floor
- You have taste about correctness. You know the difference between a test that proves something and a test that just remembers what the code did last Tuesday.
- You use coding agents heavily and have opinions about where they fail. You've felt the specific pain of an agent confidently producing plausible garbage, and you have a system for catching it.
- You can talk to a mechanical engineer without translating everything to software first. You don't need to know GD&T; on day one,



but you need to want to.

Why you should join our engineering team

- Engineers here appreciate a high degree of ownership, are passionate about solving complex geometric challenges, and come to work ready to contribute to a small-but-mighty team.
- You'll have plenty of heads down builder time working on advanced computational geometry problems. We believe in the power of strong teams to drive change - and have created an environment where the best ideas win and we can acknowledge when we're wrong.
- We're all about finding the intersection between what excites you and business priorities. You'll jump into new territory and learn something new. You'll own algorithmic innovations and geometric solutions. You'll ship.

Company Benefits:

- A high-ownership role where the design system, the visual identity, and the interface for an AI-reasoning layer over CAD are yours to build
- The chance to work with enterprise clients across aerospace, defense, and advanced manufacturing from day one.
- Competitive salary and meaningful equity participation.
- A small, technical team with backgrounds from NASA, Formula 1, and top engineering institutions.
- Three meals at the office, plus snacks, tea, and coffee throughout the day.
- A workspace at BHIVE with foosball, billiards, pickleball, and places to reset between deep work sessions.
- Medical insurance for full-time employees.
- A POSH-compliant workplace.

How to apply for this opportunity

- Step 1: Click On Apply! And Register or Login on our portal.
- Step 2: Complete the Screening Form & Upload updated Resume
- Step 3: Increase your chances to get shortlisted & meet the client for the Interview!

About Uplers:

Our goal is to make hiring reliable, simple, and fast. Our role will be to help all our talents find and apply for relevant contractual onsite opportunities and progress in their career. We will support any grievances or challenges you may face during the engagement.

(Note: There are many more opportunities apart from this on the portal. Depending on the assessments you clear, you can apply for them as well).

So, if you are ready for a new challenge, a great work setting, and an opportunity to take your career to the next level, don't hesitate to apply today. We are waiting for you!

📌 Member of Technical Staff (Bengaluru)
🏢 Uplers
📍 Bengaluru