Data Engineer – AWS Data Lakes & ML Pipelines

Torc Robotics, Inc.; Ann Arbor (MI); Hybrid; USD 114,000 - 137,000; Full time

Benefits offered by this job

Bonus and stock options

100% paid medical, dental, and vision

401K with 6% employer match

Flexible schedule and generous paidvac

AD+D and Life Insurance

Job summary

Torc Robotics, Inc. in Ann Arbor, MI is seeking a Software Engineer for data engineering to build AWS-based data ingestion, ETL, and storage solutions that enable analytics, simulation, and ML training across the company.

You will develop robust pipelines to process massive daily data from vehicle fleets and simulations, scale our data lake, enforce data governance, and collaborate with perception, planning, control, and mapping teams to deliver safe, scalable software for self-driving trucks.

Qualifications

• BS/MS Degree in Computer Engineering, Computer Science, or related field.
• Experience writing code using Python.
• Practical experience with Docker and containerization.
• A strong commitment to test-driven development patterns, continuous integration and delivery, and infrastructure as code.
• Experience with Linux and general bash scripting.
• Experience deploying, troubleshooting, monitoring and maintaining Linux systems.

Responsibilities

• Develop and support AWS-based data ingestion, ETL, and storage solutions for analytics, simulation, and ML training.
• Create robust pipelines to process massive daily data from vehicle fleets and simulations.
• Scale Torc’s data lake through distributed storage, data crawling, and discovery.
• Promote data integrity through validation, versioning, provenance, and governance.
• Collaborate with perception, planning, control, mapping and vehicle testing teams to deliver product-ready software.
• Assist in deploying and delivering cloud-based solutions.

Skills

Python

Docker

Linux

AWS

Data pipelines

ETL

On-call rotation

SQL/NoSQL

Education

BS/MS in Computer Engineering/CS or related field

Tools

Databricks

Terraform

AWS

Job description

Torc Robotics, Inc. in Ann Arbor, MI is seeking a Software Engineer for data engineering to build AWS-based data ingestion, ETL, and storage solutions that enable analytics, simulation, and ML training across the company.

You will develop robust pipelines to process massive daily data from vehicle fleets and simulations, scale our data lake, enforce data governance, and collaborate with perception, planning, control, and mapping teams to deliver safe, scalable software for self-driving trucks.