Full-Stack ML Platform Engineer for Autonomy

Socket.dev; Pittsburgh (Allegheny County); On-site; USD 120,000 - 170,000; Full time

Job summary

Stack AV in Pittsburgh is hiring for an AI Data Infrastructure role within the AI Data Infrastructure team to power AV ML needs. You will work with data engineering, ML modeling, and front-end teams to ingest, process, annotate, serve and visualize data for autonomous vehicle development.

The role emphasizes defining a vision for an AV data introspection platform, delivering on roadmap with engineering excellence, addressing tool gaps, driving technical discussions, and evangelizing solutions

Qualifications

• 3+ years of experience driving full-stack development with large-scale diverse data (video, audio, sensor data, text).
• Experience building modern full-stack solutions using React, TypeScript, Go, Python for a large number of customer teams and collaborating effectively across multi-functional teams.
• Solid understanding of data storage architectures and associated serving trade-offs, including SQL and No-SQL solutions.
• Proven track record of building scalable, reliable full-stack solutions in a fast-paced environment.
• Deep understanding of design trade-offs with the ability to articulate those trade-offs and achieve alignment with others.
• Experience integrating novel AI techniques into front-end applications.

Responsibilities

• Partner with XFN stakeholders across Product, Design and Engineering to define a vision for a state-of-the art AV data introspection software, along with a pragmatic implementation roadmap that accelerates AV product development while maintaining exceptional focus on safety.
• Deliver the above roadmap while setting a high bar for engineering excellence within the team.
• Discover key issues in existing tools across each customer persona and proactively address those gaps.
• Drive technical discussions to deliver solutions on a timely basis.
• Evangelize technical solutions across the company to maximize business impact.

Skills

Full-stack development

React

TypeScript

Go

Python

SQL

No-SQL

Data storage

AI techniques integration

Cross-functional collaboration

Job description

Stack AV in Pittsburgh is hiring for an AI Data Infrastructure role within the AI Data Infrastructure team to power AV ML needs. You will work with data engineering, ML modeling, and front-end teams to ingest, process, annotate, serve and visualize data for autonomous vehicle development.

The role emphasizes defining a vision for an AV data introspection platform, delivering on roadmap with engineering excellence, addressing tool gaps, driving technical discussions, and evangelizing solutions