Earth Moving Data Products Engineer

Earth Moving Data Products Engineer

Bedrock is bringing autonomy to the construction industry! We’re a group of veterans from the autonomous vehicle industry who are passionate about bringing the benefits of automation to areas in the construction industry currently underserved by the market.

We’re looking for a highly motivated senior engineer with experience evaluating large diverse datasets of sensory data to expose what machines across a site are doing, and how they can be further optimized. The ideal candidate has a breadth of knowledge of electromechanical, perception, mapping, and robotics systems. Most importantly, you have a passion for building pipelines to sift through the bytes to reliably condense information down to a set of core metrics and data products.

What you’ll do:

Measure performance:

• Empower customers to enhance operations – Collaborate with Product teams and build relationships with partners to understand the data needed to drive decisions on worksites.

• Develop a strategy to deliver production-grade KPIs of earth moved, cycle times, cut progression, dwell times, etc. across a diverse fleet instrumented with Bedrock equipment under a range of tasks and conditions.

Design and maintain data pipelines:

• Architect pipelines to compute and track metrics – Analyze tradeoffs between timeliness and precision to define algorithm requirements and a data flow. Iterate with multiple engineering teams to build out metric inputs and integrate them into robust automated pipelines.

• Design a pipeline that can scale to ingesting data from whole fleets of machines.

Share learnings:

• Feed insights back to customers – Add depth to metric results by generating data views and reports for partner use.

• Automate reporting and customize it based on specific needs of customers.

What we’re looking for:

• Engineers who are currently Senior or Staff level with 5+ years of professional software engineering, data science, or statistics experience 

• Familiarity with computer vision, sensor fusion, and mobile robotics mapping systems

• Demonstrated software background in time-sensitive applications

• Proficiency using Python and a data warehouse query language and comfortable with development on cloud-based infrastructure

• Strong collaboration and technical project management skills to integrate in-depth developments spanning multiple teams

• Experience using statistics to evaluate systems or quantify the uncertainty around measured results

• We’re especially interested in engineers who have worked with spatial data in production environments: surveying, photogrammetry, terrain modeling, heavy earth-moving equipment automation in construction or mining.

• Domain knowledge of earth moving workflows is a plus.