Create robust and resilient pipelines to process massive daily volumes of data created by vehicle fleets and simulation environments
Build and support scalable pipelines as part of Torc’s Data Factory to delivery data for ML training at scale
Scale Torc’s data lake through a distributed storage system, data crawling and discovery
Promote and protect the integrity of data through validation, versioning, data provenance, and governance
Support the expansion of Torc’s data lake through acquisition of additional data sets from internal and external sources
Contribute to the design, architecture and delivery of cloud-based solutions
Collaborate with teams specializing in perception, planning, control, mapping and vehicle testing to develop solutions that support product delivery
Support the implementation of emerging cloud-based capabilities that can extend our technology stack and improve our ability to build, deploy and test safety-critical software for self-driving vehicles
Participate in the team’s on-call rotation to support our deployed systems during business hours
Here’s a list of some of the technologies we use to make all the above happen:
Managed services powered by AWS (Lambda, SFN, Batch, EventBridge, Athena, Glue)
Linux / Bash
Docker
Terraform
Python
React/Javascript
On-Call Tooling (Datadog, AWS Cloudwatch)
CI/CD Tooling (Jenkins, GitHub Actions)
What You’ll Need to Succeed
Bachelor’s Degree in Computer Science, Robotics, Electrical Engineering or related technical field plus demonstrates competences and technical proficiencies typically acquired through 4+ years of experience or;
Master’s Degree in Computer Science, Robotics, Electrical Engineering or related technical field plus demonstrates competences and technical proficiencies typically acquired through 0-3+ years of experience.
Experience deploying, troubleshooting, monitoring and maintaining Linux systems
Experience building and maintaining workloads in public cloud environments
Knowledge of different database architectures, including but not limited to relational and NoSQL databases, vector stores, data warehousing and clustered, distributed data stores
Practical experience with Linux and general bash scripting
Practical experience with Docker and containerization
Implementation of workflow patterns using directed acyclic graphs (Apache Airflow, AWS Step Functions)
A strong commitment to test-driven development patterns, continuous integration and delivery, and infrastructure as code
Bonus Points
Strong organizational, time management, and communication skills working with a team orientation and collaborative style
Experience with the Databricks platform, particularly for serving data, visualizations and jobs
Experience with scaling data for ML and AI workloads using Ray
Experience with pandas, numpy and other Python-based data analysis libraries and tooling
Deep knowledge of AWS serverless architectures (Lambda, Batch, ECS Fargate, Glue, Athena)
Experience with data storage and acquisition patterns for robotics and advanced driver assistance systems
Own end-to-end architecture and delivery of cloud-based solutions.
- Perks of Being a Full-time Torc’r
- Torc cares about our team members and we strive to provide benefits and resources to support their health, work/life balance, and future. Our culture is collaborative, energetic, and team focused. Torc offers:
A competitive compensation package that includes a bonus component and stock options
100% paid medical, dental, and vision premiums for full-time employees
401K plan with a 6% employer match
Flexibility in schedule and generous paid vacation (available immediately after start date)
AD+D and Life Insurance
At Torc, we’re committed to building a diverse and inclusive workplace. We celebrate the uniqueness of our Torc’rs and do not discriminate based on race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, veteran status, or disabilities. Even if you don’t meet 100% of the qualifications listed for this opportunity, we encourage you to apply.
Our compensation reflects the cost of labor across several geographic markets. Pay is based on a number of factors and may vary depending on job-related knowledge, skills, and experience. Torc's total compensation package will also include our corporate bonus and stock option plan. Dependent on the position offered, sign-on payments, relocation, and other forms of compensation may be provided as part of a total compensation package, in addition to a full range of medical, financial, and/or other benefits.
Job ID: 102860
Hiring Range for Job Opening
US Pay Range
$139,000—$166,800 USD
