Company / Open positions
Build the place where AI learns to work.
Small team. Frontier problem. Real instruments.
W.1
A shipped platform behind us
We are a small team building on Vagon — a cloud computer platform 250K+ professionals already run their daily work on. The infrastructure and the expert supply exist; the training layer is what we're here to build.
W.2
A frontier problem, stated plainly
AI is now judged on real occupations, not exams. Capturing expert work and building RL environments for it is one of the highest-leverage open problems in the field.
W.3
Instruments, not demos
Everything we ship is used by real labs on real data. The bar is instrument-grade software that experts trust with their actual work.
Full-time positions. Founding-team scope, from day one.
RL Environments Engineer
Turn real machines into resettable, verifiable RL environments — golden images, restore points, and verifiers that judge outcomes, at fleet scale.
ApplyCapture Systems Engineer
Build the recording layer: multi-signal session capture across OSes and devices, with window-level privacy enforced at the stream, not after it.
ApplyFounding Product Designer
Own the instrument-grade look and feel of the Capture and Environment suites — consoles experts trust with their real work, end to end.
ApplyML Data Operations Lead
Run the pipeline from consented session to shipped dataset: QA, structuring, redaction review, and delivery to frontier-lab standards.
ApplyExpert network · Contract
Get paid to do your craft.Your sessions become consented training data.
Pixelnode contracts working professionals across GDP-driving occupations to do real, deliverable-grade work on our capture platform. You work the way you always do — same tools, same standards — and every session is recorded under an explicit consent scope you control.
Engagements are paid per session, hours are flexible, and everything runs remotely on our cloud machines with the software pre-installed. You keep ownership of your work product; what you license is the recording of how you did it.
Crafts we're recording now. More occupations added monthly.
C.01
3D Modelling Artist
Model, sculpt, and retopologize in Blender, Maya, or ZBrush — real client-grade assets, captured end to end.
C.02
Game Developer
Build gameplay systems and tools in Unity or Unreal — from empty project to playable feature, with your reasoning spoken aloud.
C.03
Technical Game Artist
Shaders, rigging, optimization passes, and engine-side art pipelines — the work between art and code that models rarely get to see.
C.04
Sound Engineer / Audio Designer
Mix, master, and sound-design real sessions in Pro Tools, Ableton, or Reaper — timeline decisions, plugin chains, and all.
C.05
CAD / Mechanical Design Professional
Part and assembly design in SolidWorks, Fusion, or CATIA — constraints, tolerances, and drawings from real briefs.
C.06
VFX / Motion Designer
Composite and animate in After Effects, Nuke, or DaVinci — deliverable-grade work with every keyframe accounted for.
C.07
Architect / BIM Professional
Model buildings and documentation sets in Revit or ArchiCAD — from massing to sheet, on real project standards.
C.08
Accounting & Finance Professional
Close books, build models, and prepare audits in Excel and ERP suites — judgment-heavy spreadsheet work, captured with rationale.
C.09
Photographer / Retoucher
Cull, grade, and retouch real shoots in Lightroom and Photoshop — the taste decisions no synthetic pipeline can fake.
General application
Don't see
your craft?
If you're excellent at professional work done on a computer, we probably want to record it. Tell us what you do and how long you've done it.