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Full-Time

Staff Software Engineer

ML Developer Velocity

Updated on 9/6/2024

StackAV

StackAV

201-500 employees

Develops autonomous systems for trucking industry

Automotive & Transportation
Hardware
AI & Machine Learning

Senior, Expert

Remote in USA + 1 more

US Citizenship Required

Category
Backend Engineering
FinTech Engineering
Software Engineering
Required Skills
Python
REST APIs
Requirements
  • Bachelor’s or Master’s degree in Computer Science, Engineering, or a related field.
  • 5+ years of experience in ML Infra / MLE. Familiarity with infra / front end ideal.
  • Strong programming skills in Python.
  • Strong service system design skills.
  • Comfortable driving designs across multiple groups to unblock a project.
  • Familiar with ML Engineer user journeys and comfortable working closely with ML Engineers.
  • Comfortable working on all parts of the stack, front end, backend, generic infra, and ML infra.
  • Strong analytical and problem-solving skills.
  • Excellent verbal and written communication skills, with the ability to convey complex technical concepts to non-technical stakeholders.
Responsibilities
  • Work regularly with ML Engineers to understand their development workflow and improve it. This includes understanding the overall flow of going from on-road improvement requirements to having a deployed model on the truck and improving the workflow.
  • Automation of manual work is a large part of this job. Examples include converting manual work to automated pipelines (on Flyte) and creating metrics that can make automated go/no-go decisions on model deployment.
  • Experiment management using third-part tools (like MLFlow) and connecting this to the rest of development workflow (data infra and training infra).
  • Work with open source teams to merge our changes upstream.
  • Understand the needs and pain points of ML Engineers across the company and develop solutions to improve the overall velocity and user experience.
  • Propose solutions using a mixture of front end and backend changes to meet our customer needs.
  • Collaborate with cross-functional teams to understand data requirements and design appropriate solutions.
  • Stay updated with the latest technologies and trends in ML.
  • Set a culture of engineering excellence within the team and work closely with the management and customer teams to balance between speed of delivery and quality of engineering artifacts.

StackAV develops and implements autonomous systems specifically for the trucking industry. Their products focus on enhancing safety, reliability, and efficiency in supply chain operations. These systems work by utilizing advanced robotics and technology to automate various aspects of trucking, which helps businesses streamline their operations and improve delivery times. Unlike other companies in the autonomous vehicle sector, StackAV tailors its solutions to meet the unique challenges of the trucking industry, ensuring that their technology is directly applicable to the needs of trucking companies and logistics firms. The goal of StackAV is to create a comprehensive ecosystem of autonomous solutions that not only improve operational efficiency but also contribute to safer transportation practices.

Company Stage

Series C

Total Funding

$1B

Headquarters

Pittsburgh, Pennsylvania

Founded

2023

Growth & Insights
Headcount

6 month growth

6%

1 year growth

65%

2 year growth

21400%
Simplify Jobs

Simplify's Take

What believers are saying

  • The $1 billion Series A funding from SoftBank ensures strong financial stability and resources for innovation and growth.
  • Joining the Autonomous Vehicle Industry Association (AVIA) positions StackAV within a network of industry leaders, fostering collaboration and influence.
  • The establishment of a safety advisory council and the publication of a Voluntary Safety Self-Assessment (VSSA) demonstrate StackAV's commitment to high safety standards, which is crucial for regulatory approval and public trust.

What critics are saying

  • The autonomous trucking sector is highly competitive, with major players like Tesla and Waymo posing significant challenges.
  • The reliance on a single major investor, SoftBank, could pose financial risks if the investor's priorities shift.

What makes StackAV unique

  • StackAV's exclusive focus on the trucking industry allows it to tailor its autonomous systems specifically for the unique challenges of this sector, unlike broader autonomous vehicle companies.
  • The substantial $1 billion investment from SoftBank provides StackAV with significant financial backing, enabling rapid development and deployment of its technologies.
  • The founding team from Argo AI brings a wealth of experience and credibility in autonomous vehicle technology, setting StackAV apart from newer entrants in the market.