Software Engineer (Base + Equity Potential)
Company details
Company: Numelabs
Job type: Remote
Country: United States
City: Chicago
Experience: 4 years or more
Description of the offer
We’re a venture studio at the intersection of biotech, healthtech, and intelligent systems, building real products that improve outcomes, automate operations, and rethink infrastructure from the ground up.
Under our umbrella, we operate a growing group of connected companies, all driven by one belief: automation and AI aren’t features. They’re foundations.
Right now, we’re hiring one great Software Engineer to work across two high-conviction ventures. You’re not jumping into two early-stage maybes. One venture is real, live, and growing. The other is ambitious, greenfield, and yours to shape.
Venture 01: The AI OS for Healthcare
One of our flagship healthtech businesses. Live, profitable, and operating for over a decade. We’ve delivered care, built clinical programs, and scaled patient ops with real-world traction.
Over the next 12–18 months, we’re reinventing our digital backbone from the ground up.
We’re building:
- A scalable AI OS layer that sits across all our healthcare products and teams
- Fully automated agentic workflows for clinical ops, CX, pharmacy, and support
- A real-time infrastructure unifying ops, data, and decisioning across brands
- Human-in-the-loop systems that reduce manual work to near-zero
You’ll work directly with the CTO and product leads to bring this AI-native healthcare system to life.
Venture 02: AI Infrastructure for the Edge
In parallel, we’re building something new, and very different.
A stealth AI infrastructure company focused on sovereign, off-grid, and energy-aware inference systems. Think: containerized GPU units running mission-critical AI in harsh or disconnected environments.
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Climate. Defence. Research. Remote ops. We’re designing systems that run where cloud can’t.
This is a zero-to-one project. You’ll help shape it, from compiler layer to scheduling engine to edge deployments. If you’ve ever wanted to build the infrastructure layer of the AI wave, this is it.
The Role
You’ll split your time ~70/30 across two portco’s – with opportunities to go deeper into either based on roadmap and skill fit.
This is one role inside the studio. Full-time, high-trust, and high-velocity. You’ll collaborate directly with engineers, product, ML, and hardware across both ventures.
What You’ll Work On
(Healthcare AI OS)
- Build and maintain backend services powering agentic workflows
- Design clean APIs that drive internal and external automation
- Implement business logic for patient, pharmacy, and clinical ops
- Connect services to a growing data layer (Postgres, Snowflake, etc.)
- Build systems that are observable, testable, and maintainable
- Collaborate on shared infrastructure across products and teams
(AI Infra)
- Help shape the orchestration layer for compute, energy, and AI workloads
- Build interfaces and APIs that connect ML, hardware, and deployment logic
- Prototype backend services for scheduling, observability, and failover
- Work with ML and hardware leads to model real-world constraints in software
- Contribute to the vision and execution of our sovereign AI platform architecture
Our Stack
- Backend: Node.js, Python (FastAPI), microservices
- Frontend: React, Next.js, Tailwind
- Data: Postgres, Snowflake, Airbyte, dbt
- Infra: AWS (Lambda, RDS, S3), GitHub Actions, New Relic, Sentry
- Edge (infra): Docker, Jetson, MQTT, Triton
- Ops: Slack, Linear, Google Workspace
You Might Be a Fit If…
- You’ve shipped backend or full-stack systems in production
- You’re confident designing APIs, services, and scalable infrastructure
- You can move between product-focused work and systems-focused thinking
- You like turning complexity into simple, reliable code
- You want to build for real-world users, not slides, not theory
Bonus: You’ve worked on backend systems in healthcare, infra, energy, or edge compute environments.
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Why Join Us
- One seat, two serious ventures: health + infra
- Full-time, salary-backed, with studio-level visibility
- Real traction on one side, deep invention on the other
- Work across backend, infra, and system architecture in the same week
- Build real software with clear ownership and high trust
Compensation
- $4–6K AUD/month
- Optional equity in the stealth infra venture
- 40h/week, async-friendly, high-ownership
- Direct access to founders, no layers
How to Apply
Send us:
- A link to something you’ve built (product, API, system, repo, etc.)
- A few lines about why this hybrid role hits different
- GitHub, resume, portfolio, or war story
We’re building intelligent systems. If you want to ship AI that runs in the real world, let’s talk.
Location of employment
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