Full-Time

Data Engineer

Updated on 5/7/2024

Machina Labs

Machina Labs

51-200 employees

AI and robotics-powered manufacturing solutions

Robotics & Automation
Automotive & Transportation
Industrial & Manufacturing
AI & Machine Learning
Aerospace

Mid

Los Angeles, CA, USA

Required Skills
Microsoft Azure
Python
SQL
AWS
Google Cloud Platform
Requirements
  • Bachelor's, Master's, or PhD degree in Computer Science, Software Engineering, or related field
  • 3+ years of experience in data engineering
  • Strong proficiency in programming languages such as Python, Scala, SQL, along with experience with popular data storage systems (e.g. Data Lakes)
  • In-depth knowledge of data engineering principles, ETL processes, and data storage solutions
  • Experience managing and monitoring large sets of unstructured and high frequency data
  • Familiarity with containerization (e.g., Docker) and orchestration tools (e.g., Kubernetes)
  • Experience performing responsibilities related to ML Ops
  • Experience with cloud platforms (e.g., AWS, GCP, Azure) and related services
  • Strong problem-solving skills and ability to work in a collaborative, fast-paced environment
Responsibilities
  • Design, implement, and manage end-to-end data pipelines that collect, process, and store sensor data from robotic systems
  • Ensure data quality, consistency, and availability for both real-time and historical analysis
  • Implement data transformation, feature engineering, and enrichment techniques to prepare data for training and validation
  • Implement monitoring solutions to track the health and performance of deployed robotic systems and associated data pipelines
  • Analyze performance metrics and proactively identify opportunities for optimization and improvement
  • Collaborate with cross-functional teams to iteratively enhance system efficiency and response times
  • Collaborate closely with software developers, machine learning engineers, and robotics teams to ensure alignment on technical requirements and objectives
  • Maintain comprehensive documentation for deployed data pipelines and system architecture

Machina Labs excels at utilizing AI and robotics to revolutionize manufacturing processes, enhancing adaptability and speed in production. Their Robotic Craftsman platform specifically supports rapid prototyping and sophisticated manufacturing solutions, benefitting major sectors like aerospace, defense, and automotive. This focus on cutting-edge technology and service to high-stakes industries makes it an exciting workplace for those interested in pushing the boundaries of what manufacturing can achieve.

Company Stage

Series B

Total Funding

$50.3M

Headquarters

Los Angeles, California

Founded

2019

Growth & Insights
Headcount

6 month growth

20%

1 year growth

71%

2 year growth

500%