Full-Time

Staff Software Engineer

ML Developer Velocity

Posted on 7/30/2024

StackAV

StackAV

201-500 employees

Develops autonomous systems for trucking industry

Robotics & Automation
Automotive & Transportation

Senior, Expert

Remote in USA + 1 more

More locations: Pittsburgh, PA, USA

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 improving 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 enhance delivery processes. Unlike other companies in the autonomous vehicle sector, StackAV tailors its solutions to meet the specific needs of trucking companies and logistics firms, ensuring that their technology directly addresses industry challenges. The goal of StackAV is to create a safer and more efficient transportation ecosystem that benefits both businesses and end users.

Company Stage

Series A

Total Funding

$972.7M

Headquarters

Pittsburgh, Pennsylvania

Founded

2023

Growth & Insights
Headcount

6 month growth

-1%

1 year growth

5%

2 year growth

123%
Simplify Jobs

Simplify's Take

What believers are saying

  • Stack AV secured $1 billion in funding from SoftBank, boosting its growth potential.
  • Joining AVIA enhances Stack AV's industry influence and collaboration opportunities.
  • The use of AI-driven predictive maintenance improves fleet reliability and reduces downtime.

What critics are saying

  • Competition from Waymo and Tesla challenges Stack AV's market position.
  • Regulatory hurdles could delay Stack AV's deployment plans across different states.
  • Reliance on SoftBank for funding poses financial risks if investor priorities change.

What makes StackAV unique

  • Stack AV integrates AI, robotics, and cloud tech for advanced autonomous trucking solutions.
  • The company focuses on safety, reliability, and efficiency in the trucking industry.
  • Stack AV's founders have a strong background from their previous venture, Argo AI.

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