← Back to Transfer Oracle

Come Build Model Safety Infrastructure

We’re building the verification layer for ML deployments — structural transfer auditing, tamper-proof certificates, and compliance tooling. The EU AI Act makes this mandatory in August 2026. We need great people to get there.

Why Transfer Oracle

Every team deploying ML models needs to prove their model still works after quantization, fine-tuning, or distillation. Today that’s manual and ad-hoc. We built an API that does it structurally, with signed certificates. The product is live — 71+ API endpoints, 9 open-source plugins, Stripe billing operational.

The market is $6-10B (MLOps + model validation + AI governance) and regulation is creating non-optional demand. Competitors have been acquired by Cisco and Apple. We’re raising a pre-seed round to go from live product to enterprise GTM.

What Makes This Different

  • Product is built. 71+ live API endpoints, not a prototype. You’re joining to scale, not to start from scratch.
  • Regulation creates demand. EU AI Act mandatory August 2026. This isn’t “nice to have” — companies will be legally required to validate models.
  • Real equity. Co-founder: 15-25%. Early engineers: 1-3%. Actual ownership, not token options.
  • Remote, for real. Sweden-based, work from anywhere. Async by default. EU timezone preferred.
  • Deep tech. Structural probes, topology preservation, tamper-proof certification, patent-pending audit chains — technically interesting problems.
  • Plugin ecosystem. NVIDIA, AMD, MLflow integrations. You’ll work with the tools ML engineers actually use.

Open Roles

Co-Founder (Business / GTM)

15-25% EquityRemoteCo-Founder

The Role:

Own go-to-market for Transfer Oracle. Sell to regulated industries (fintech, healthcare, automotive) facing the EU AI Act deadline. Handle investor relations, customer development, and pricing strategy. The tech is built — we need someone to take it to market.

You’re Probably:

  • Technical enough to understand ML infrastructure and talk to engineering teams (but you don’t write code)
  • Sales-savvy with B2B SaaS or developer tools experience — you know how to close deals with compliance teams
  • Regulatory-aware — EU AI Act, FDA, NIST aren’t just acronyms to you
  • A hustler — scrappy, resourceful, can figure things out when there’s no playbook
  • A good communicator — pitching investors, writing updates, building partnerships

What You Get:

  • 15-25% equity (actual co-founder stake)
  • Competitive salary (Sweden/EU rates)
  • Full remote, work your own hours
  • Real ownership — this is your company too

ML Infrastructure Engineer

1-3% EquityRemote€60-90K

What You’ll Work On:

Extend the Growt API — new audit methods, performance optimization, scaling for enterprise workloads. Build structural verification algorithms. Improve the plugin ecosystem. Work with real ML models across quantization, distillation, and fine-tuning workflows.

Tech Stack:

  • Python, NumPy, FastAPI, PostgreSQL, Docker
  • Structural analysis (SVD, topology, nearest-neighbor probes)
  • NVIDIA ModelOpt, NeMo, Triton, TensorRT integrations
  • MLflow plugin development

You’re Probably:

  • 3+ years building ML infrastructure or MLOps tooling
  • Comfortable with NumPy, linear algebra, and statistical methods
  • Good at API design and thinking about scale
  • Interested in model verification, drift detection, or compliance
  • Self-directed — you don’t need micromanaging, you need context

Developer Advocate

1-2% EquityRemoteCommunity

What You’ll Work On:

Grow the Transfer Oracle plugin ecosystem. Speak at conferences (GTC, MLOps World, AI regulatory events). Write tutorials, create demo content, engage with the NVIDIA and MLflow communities. Convert free-tier users to paid customers through education and community building.

You’re Probably:

  • Comfortable speaking at conferences and creating technical content
  • Hands-on with Python, ML frameworks, and developer tooling
  • Active in ML/AI communities (Twitter/X, Discord, GitHub)
  • Understand developer marketing — you know the difference between hype and value
  • Excited about model safety, compliance, and the regulatory landscape

What Makes Our Team Different

Product-First

71+ live API endpoints, 9 published plugins, Stripe billing operational. You’re joining a company that ships, not one that plans.

Regulatory Tailwind

EU AI Act creates mandatory demand from August 2026. We’re not hoping the market appears — it’s being legislated into existence.

Deep Tech

Structural probes, topology preservation, tamper-proof certificates, patent-pending audit chains. Technically interesting problems, not another CRUD app.

Open Source Distribution

9 plugins across NVIDIA, AMD, and MLflow ecosystems. 7.5M NVIDIA developers as potential users. Every pip install is a lead.

Ready to Build Something Real?

We’re looking for builders who want equity, autonomy, and impact. The product is built, the market is real, and the regulation is coming. If you want in, let’s talk.

Contact: lee@droidtech.ai

Location: Remote (EU timezone preferred)

Response Time: 24-48 hours

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