
We're running a paid study on the engineering pipelines that power modern autonomous driving and ADAS systems. We want to understand the high-level organizational structures, tooling decisions, and integration strategies teams use to build these complex platforms. This research helps us map the current landscape of autonomous vehicle development workflows.
You will join a 90-minute remote video interview with our research team to discuss your day-to-day engineering environment. We will ask you to walk us through your team's approach to map data integration, pipeline architecture, and tooling selection. The conversation will remain at a high level to ensure no proprietary algorithms or confidential company details are discussed. You will simply share your general professional perspective on industry standard practices and workflow challenges.
We welcome autonomous driving engineers, ADAS pipeline architects, and mapping integration specialists with hands-on development experience. You should be comfortable discussing organizational tooling and engineering workflows at a high level. We are particularly interested in professionals actively building or managing data pipelines for autonomous vehicle platforms.
$400 one-time
Terac is building the world's largest pool of vetted human experts for AI. Researchers, AI labs, and product teams use Terac to recruit, screen, and pay study participants across industries, languages, and skill sets.
Learn more at terac.com or on YouTube at @jointerac.

Terac is building the infrastructure layer that connects AI systems with on-demand human expertise.
We believe the future of work is shifting: instead of humans using AI to do most tasks, AI will increasingly do most work with the help of humans. In that world, companies won’t need traditional employees - but they will still need people. Terac powers that future by making high-quality human labor accessible through a single API.
Today, Terac operates as an expert network for frontier research. We handle sourcing, verification, screening, and payouts so partners can instantly access specialized talent for research, evaluation, and data generation. Our platform enables companies to tap into niche expertise on demand while focusing on building their core products.
Backed by $9M from Emergence, SignalFire, Audacious, and Z Fellows, we’re scaling from research tooling into a broader marketplace for the human data economy - building systems for expert matching, pricing, routing, and trust that will define how AI and humans collaborate at scale.