Software Engineer, Full Stack (Data & Video Analysis)
About The Position
The Vehicle Analysis Tooling team builds applications used by production, test, and flight. This role owns the full path across platforms that ingest and process high-volume engineering data, including telemetry, sensor data, and video; tools and interfaces engineers use to review analysis and act on it; and the infrastructure those applications run on. The work spans multiple specialties, and experience in data, video, or applied models can provide a starting point, with learning other areas quickly enough to deliver software forming part of the job. The engineer will collaborate directly with vehicle, propulsion, test, manufacturing, and inspection engineers to solve important analysis problems. The role also includes taking prototypes into production, managing and operating application infrastructure, and responding to production failures while improving both the software and operational practices.
Requirements
- Bachelor's degree in computer science, engineering, mathematics, physics, or another scientific discipline, or at least 2 years of professional software experience in lieu of a degree.
- At least 1 year of full-stack development experience.
- At least 1 year of experience writing Python for data processing, services, or user-facing application code.
Nice To Haves
- Experience with video platforms and infrastructure, including ingest, storage, transcoding, playback, and review of high-volume engineering video.
- Strong familiarity with large language model tools and capabilities, including how they work and where they can be used, or experience applying them to computer vision problems.
- Experience with computer vision libraries such as OpenCV or Ultralytics, machine learning frameworks such as PyTorch or scikit-learn, or serving models for inference, including live inference.
- Experience with the Python data stack, including Pandas, NumPy, and SciPy, and relational databases such as PostgreSQL.
- Experience with time-series or other signal data, including cleaning, transforming, and analyzing it.
- Experience profiling and optimizing data-heavy software, such as query latency, memory use, throughput, or interactive rendering of large datasets.
- Experience with Linux, Docker, Kubernetes, HPC systems, a web application framework, or CI/CD.
- Experience running production services, including deployment, monitoring, alerting, and incident response.
- Experience with a second language used for services or applications, such as Go, Rust, or C#.
- Experience shipping internal tools that engineers rely on in their work.
Responsibilities
- Design, build, and maintain full-stack applications and platforms used across production, test, and flight, including data processing that converts telemetry, sensor data, or video into useful analysis.
- Work directly with vehicle, propulsion, test, manufacturing, and inspection engineers on important analysis problems.
- Build internal tools and web interfaces for engineers to query, visualize, and act on engineering data and automated analysis results.
- Profile and improve performance in data processing, database queries, and interactive views of large telemetry or video datasets.
- Integrate statistical models, computer vision, or large language models into review workflows for anomaly detection and inspection.
- Move prototypes into production using automated tests, CI/CD, and a repeatable release process.
- Manage application infrastructure, including deployments, monitoring, operations, and capacity planning.
- Operate applications in production, respond to failures, restore service, and incorporate fixes into the software and operating practices.
- Work across processing, interfaces, models, and operations, learning unfamiliar areas quickly enough to deliver.
Benefits
- Potential eligibility for long-term incentives in the form of company stock or long-term cash awards.
- Potential discretionary bonuses.
- Employee Stock Purchase Plan with the ability to purchase additional stock at a discount.
- Comprehensive medical coverage.
- Vision coverage.
- Dental coverage.
- 401(k) retirement plan.
- Short- and long-term disability insurance.
- Life insurance.
- Paid parental leave.
- Various other discounts and perks.
- Potential accrual of 3 weeks of paid vacation.
- Eligibility for 10 or more paid holidays per year.
- Paid sick leave pursuant to Company policy.
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What This Job Offers
Job Type
Full-time
Career Level
Entry Level
