TerraFirma

Construction

PerceptionEngineer

$115–165k ~AI est. Austin, Texas, United States FULL TIME
Market Sentiment
HIGH DEMAND

Neural analysis suggests this role is
optimal for Mid+ candidates.

The Brief

“Perception Engineer at TerraFirma. Skills: Perception systems, Robotic software, Real-time algorithms, Machine Learning. Design perception systems. Implement perception systems”

Industry & Context.

Construction
Problems you'll solve

Root cause analysis

Eligibility Requirements

Work extended hours, Work weekends, Relocate to Austin, TX

What They're Looking For.

Must Have

B.S. in Robotics, Mechanical Engineering, Physics, Computer Science, Electrical Engineering, or related field, 2+ years robotic software development experience, 2+ years real-time algorithms implementation, 2+ years data processing pipelines implementation, Demonstrated experience owning large-scale deliverables, Demonstrated experience leading teams, Demonstrated experience driving product roadmaps

Nice to Have

Experience with safety-critical systems, Experience with real-time systems, Experience with embedded applications, Experience training ML models, Experience testing ML models, Experience optimizing ML models, Experience deploying ML models, Experience implementing algorithms from scratch, Experience implementing pipelines from scratch, Experience object detection on multiple data sources, Experience programming FPGAs

What You'll Do.

Design perception systems

Implement perception systems

Integrate sensors into robotic systems

Process high-bandwidth data streams

Build real-time processing pipelines

Integrate multi-spectral sensors

Integrate TOF sensors

Work with motion planning teams

Work with trajectory planning teams

Design sensor systems

Synthesize sensor systems

Extract required signals

Extract required inputs

Implement algorithms to detect objects

Detect objects of interest

Process incoming data streams

Manipulate camera feeds

Visualize system state

Develop real-time pipelines

Support data collection

Support data labeling

Develop simulation tools

Develop visualization tools

Aid rapid prototyping

Own sensor integration

Own sensor calibration

Lead interdisciplinary teams

Participate in hiring process

How You'll Work.

Team & Collaboration

Interdisciplinary teams

Process & Methodology

Product roadmaps

Full Job Description

At TerraFirma, we’re redefining how the world moves earth for construction. Founded by former SpaceX engineers and backed by Bain Capital Ventures, TerraFirma is automating construction to make it faster, cheaper, and safer. Our Story & Mission At SpaceX, we were part of the teams that built the largest rocket in human history, launched the largest constellation of satellites ever made, and delivered connectivity to millions of people worldwide. What we learned was simple: infrastructure is everything. At Starbase, the biggest barrier to launching missions to Mars was not building the rocket. It was how slow, expensive, and complex it was to build the infrastructure around it. We lacked buildings, roads, water, power, communications, and waste management, and constructing them took far more time and resources than it should have. From a first-principles perspective, that doesn't make sense. It shouldn't be this hard or costly to create the foundations for progress. That’s when we realized something important: the same engineering mindset that enabled us to tackle space exploration and mass manufacturing could be applied to infrastructure. By bringing the principles of simplification, iteration, acceleration, and automation to construction, we can unlock a new era in how the world builds. Accelerating infrastructure unlocks progress across every domain, creating a self-sustaining engine for tackling humanity’s toughest challenges. The innovations we develop on Earth will lay the groundwork for the technologies that one day make settlement on Mars possible. Job Overview You will design and implement the perception systems that give our automated heavy machinery the awareness needed to operate effectively in complex, unstructured environments. This role combines high-level architecture decisions with hands-on algorithm development, hardware integration, and field testing. You will work across the perception stack, from integrating and calibrating advanced sensors to bu

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