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Data Engineer

Machina Labs

Machina Labs

Software Engineering, Data Science
Los Angeles, CA, USA
Posted on Thursday, August 24, 2023
Company
Machina Labs is a Los Angeles based technology company combining AI and robotics to build the next generation of manufacturing capabilities. Founded in 2019 by aerospace, materials, and advanced manufacturing industry veterans driven to solve challenges of conventional manufacturing - Machina integrates cutting-edge artificial intelligence and robotics technologies to build agile, software-defined factories of the future.
Machina’s mission is to unlock manufacturing and innovation for all and has commercialized the first robotic sheet metal forming system and service that delivers production-quality parts to the most innovative companies in aerospace, automotive, industrial, and many other industries. Machina has assembled – and continues to expand - a world class team of operators, investors, and advisors to make this vision a reality.
Job Description
As a Data Engineer at Machina Labs, you will play a pivotal role in architecting and managing data pipelines critical for optimizing the performance and functionality of our robotic systems. You will collaborate closely with our software development, machine learning, and robotics teams to ensure seamless maintenance of our data infrastructure and deployment of AI systems.

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.

Qualifications

  • 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 stores (e.g. Kafka)
  • 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.
Machina Labs is an Affirmative Action and Equal Employment Opportunity employer and considers all applicants for employment without regard to race, color, religion, sex, gender identity, gender expression, sexual orientation, national origin, age, disability, or status as a protected veteran in accordance with state and federal law.
We endeavor to make the job application process accessible to any and all users. If you have a disability that impacts your ability to complete the job application process and would like to request assistance or a reasonable accommodation, please contact us at (888)444-9777. This contact information is for accommodation requests only, not to inquire about the status of applications.