Full-Time

Data Engineer

Updated on 5/7/2024

Machina Labs

Machina Labs

51-200 employees

AI and robotics-driven manufacturing platform

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 is an excellent workplace for those passionate about robotics and artificial intelligence in manufacturing. The company's Robotic Craftsman platform is a testament to its commitment to driving flexibility and agility in sectors such as aerospace, defense, and automotive. Employees have the unique opportunity to contribute to top-tier innovations and work alongside leading companies in various industries, fostering a dynamic and forward-thinking environment.

Company Stage

Series B

Total Funding

$50.3M

Headquarters

Los Angeles, California

Founded

2019

Growth & Insights
Headcount

6 month growth

21%

1 year growth

73%

2 year growth

508%