
Real job — pulled straight from Merlin Labs’s careers page · Verified September 22, 2026 · No reposts.
Job description
Merlin Labs is hiring a Data Loop Pipeline Engineer — a full-time, based in Boston, MA role. Apply directly on Merlin Labs's careers page below.
Data Loop Pipeline Engineer
Team: AI Core Software
Location: Boston
Commitment: Full Time
Workplace Type: hybrid
Salary:
About You:
You think data infrastructure is a craft. You have built pipelines that ran unattended for months and you have felt the specific satisfaction of a dataset that is exactly what it claims to be. You'd rather prevent a data problem than debug a model trained on one.
You will own the machinery that turns flight and simulation output into trustworthy, versioned, traceable training data — and turns deployed behavior back into the next training set.
Responsibilities:
- Build and operate ingestion pipelines for flight test, simulation and operational data, including format normalization, time alignment across sources, and quality validation at the gate.
- Implement dataset curation and versioning with full lineage: what went into a dataset, from where, processed how, and by which version of which tool.
- Build automated mining and triage for the rare and interesting — anomalies, disagreements between learned and rule-based systems, near-boundary events — so the flywheel prioritizes signal over volume.
- Own labeling workflows and tooling, including quality control and inter-annotator agreement where human labeling is involved.
- Close the loop: instrument deployed-system behavior so that operational signal reliably reaches the next training cycle without manual shepherding.
- Work with Flight Test & Operations on logging and instrumentation requirements, and help resolve access constraints where data is captured by third-party systems.
- Monitor pipeline health and dataset coverage; alert on drift, gaps and silent breakage.
Qualifications:
- Degree in Computer Science, Artificial Intelligence, Data Science, Computer Engineering, Applied Math, or a related subject.
- 3+ years in data engineering, with production ownership of pipelines feeding ML training.
- Strong Python and SQL; solid grasp of data modeling, storage formats and processing frameworks.
- Experience with dataset versioning and lineage tooling.
- Comfort with high-volume time-series and multimodal sensor data — telemetry, video, audio, structured logs.
- Care about correctness. In this role a quiet data bug becomes a model behavior nobody can explain.
Nice to Have:
- Robotics, autonomous vehicle or aerospace data experience.
- Familiarity with flight data formats and avionics bus data.
- Experience building internal tools that engineers actually chose to use.
- Data governance or provenance work in a regulated environment.
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Frequently asked questions
What skills are required for Data Loop Pipeline Engineer at Merlin Labs?
The required skills for Data Loop Pipeline Engineer at Merlin Labs include: Python, SQL, Data Warehousing, Machine Learning, Data Engineering.
What is the seniority level for Data Loop Pipeline Engineer at Merlin Labs?
Data Loop Pipeline Engineer at Merlin Labs is a Mid Level level position.
How do I apply for Data Loop Pipeline Engineer at Merlin Labs?
You can view the full description and apply for Data Loop Pipeline Engineer at Merlin Labs on EchoJobs: https://echojobs.io/job/merlin-labs-data-loop-pipeline-engineer-3pyhd.