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Data Loop Pipeline Engineer

4 hours, 13 minutes ago
United States
Full-time
Mid Level
Data Engineer
Data Science and Analytics
Machine Learning Python SQL
Apply Now
Merlin Labs

Merlin Labs

Merlin Labs is an aviation technology firm focused on developing fully autonomous flight systems by combining advanced automation with human piloting to ensure safe and reliable air travel as global demand increases.

Aerospace & Defense
51-200
Founded 2018
$134M raised
View All Jobs 7

Description

  • Build and operate ingestion pipelines for flight test, simulation, and operational data.
  • Normalize data formats, align time across sources, and validate data quality.
  • Implement dataset curation, versioning, and end-to-end lineage tracking.
  • Develop automated mining and triage for anomalies, system disagreements, and near-boundary events.
  • Own labeling workflows, quality control, and inter-annotator agreement processes.
  • Instrument deployed-system behavior to feed operational data into future training cycles.
  • Partner with Flight Test & Operations on logging, instrumentation, and third-party data access.
  • Monitor pipeline health and dataset coverage, alerting on drift, gaps, and silent failures.

Requirements

  • Degree in Computer Science, Artificial Intelligence, Data Science, Computer Engineering, Applied Math, or a related field.
  • 3+ years of data engineering experience with production pipelines supporting ML training.
  • Strong Python and SQL skills.
  • Knowledge of data modeling, storage formats, and processing frameworks.
  • Experience with dataset versioning and lineage tooling.
  • Experience working with high-volume time-series and multimodal sensor data, including telemetry, video, audio, and structured logs.
  • Robotics, autonomous vehicle, or aerospace data experience (preferred).
  • Familiarity with flight data formats and avionics bus data (preferred).
  • Experience building internal tools adopted by engineering teams (preferred).
  • Data governance or provenance experience in a regulated environment (preferred).

Benefits

  • Remote work available, with a preference for Boston-based or relocation-ready candidates for a hybrid HQ schedule.
  • Health, dental, and life insurance.
  • Flexible paid time off.
  • 401(k) with employer match.
  • Professional development support.
  • Work/life integration in a team-focused startup environment.

Interested in this position?

Apply directly on the company website

Apply Now

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