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Internship

Internship

ML Infrastructure, Summer 2024

Posted on 10/18/2023

Parallel Systems

Parallel Systems

51-200 employees

Automated battery-electric rail freight solutions

Automotive & Transportation
Hardware
Industrial & Manufacturing
Energy
Social Impact

Los Angeles, CA, USA

Category
AI & Machine Learning
DevOps & Infrastructure
Software Engineering
Required Skills
Kubernetes
Rust
Python
Airflow
Tensorflow
Pytorch
Docker
AWS
Data Analysis
Requirements
  • Currently enrolled in a full-time program working towards a bachelors, masters or PhD in computer science or a related engineering field
Responsibilities
  • Learn about and contribute to implementing large-scale data processing pipelines for images, videos, and other sensor inputs
  • Interact with hardware and software infrastructure that drives performance improvements of machine learning models
  • Work on the end to end platform that supports machine learning operations
Desired Qualifications
  • Experience with container orchestration such as Docker, Kubernetes, and Airflow
  • Experience with cloud computing such as AWS EC2/S3/RDS
  • Experience with Python and machine learning frameworks such as PyTorch, TensorFlow
  • Experience with Rust

Parallel Systems focuses on transforming freight transportation by shifting cargo movement from trucks to rail. They develop automated, battery-electric freight rail vehicles designed to integrate seamlessly with existing railroad operations. This technology allows railroads to service routes under 1,000 miles, providing a more efficient and environmentally friendly alternative to traditional trucking, especially for shorter distances. Unlike competitors, Parallel Systems emphasizes sustainability and flexibility, targeting railroads that want to expand their services and businesses looking for greener freight options. The company's goal is to reduce carbon emissions in the freight industry while offering innovative solutions that enhance operational efficiency for railroads.

Company Stage

Series A

Total Funding

$58.5M

Headquarters

Los Angeles, California

Founded

2020

Growth & Insights
Headcount

6 month growth

-25%

1 year growth

-23%

2 year growth

36%
Simplify Jobs

Simplify's Take

What believers are saying

  • Parallel Systems has secured significant funding, including a $49.55 million Series A round and multiple grants from the Department of Energy, indicating strong financial backing and growth potential.
  • Their autonomous electric rail vehicles offer a sustainable and cost-effective alternative to traditional trucking, appealing to businesses seeking to reduce carbon emissions.
  • The company's innovative approach to rail freight could help alleviate the commercial truck driver shortage by shifting more freight to rail.

What critics are saying

  • The adoption of new technology in the rail industry can be slow, potentially delaying revenue generation and market penetration for Parallel Systems.
  • The company faces competition from established rail and trucking companies, which may have more resources and market presence.

What makes Parallel Systems unique

  • Parallel Systems focuses on converting freight from trucking to rail using automated, battery-electric rail vehicles, a unique approach in the freight transportation industry.
  • Their technology allows railroads to serve short-distance corridors under 1,000 miles, a niche often overlooked by traditional rail and trucking companies.
  • The company's foundation by former SpaceX engineers brings a high level of technical expertise and innovation to the rail freight sector.
INACTIVE