13 дней назад
Data Loop Pipeline Engineer
125 000 - 220 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Data Loop Pipeline Engineer (AI/Aerospace): Building and operating ingestion, curation, versioning, and monitoring pipelines that turn flight and simulation data into traceable training datasets with an accent on multimodal sensor data, lineage, and quality validation. Focus on mining rare events, managing labeling workflows, closing the deployed-system feedback loop, and detecting drift or silent pipeline failures.
Location: Hybrid role based on-site at Merlin HQ in Boston, Massachusetts, United States
Salary: $125,000–$220,000 base salary per year
Company
is a publicly traded aerospace and defense company developing a non-human pilot and full-stack autonomy systems for aircraft.
What you will do
- Build and operate ingestion pipelines for flight-test, simulation, and operational data, including normalization, time alignment, and quality validation.
- Implement dataset curation, versioning, lineage, and provenance tracking across tools and processing stages.
- Develop automated mining and triage for anomalies, system disagreements, and near-boundary events.
- Own labeling workflows, quality control, and inter-annotator agreement tooling.
- Instrument deployed systems so operational data feeds the next machine-learning training cycle.
- Monitor pipeline health and dataset coverage while collaborating with Flight Test and Operations on logging and data-access requirements.
Requirements
- Degree in Computer Science, Artificial Intelligence, Data Science, Computer Engineering, Applied Mathematics, or a related field.
- 3+ years of data engineering experience with production ownership of pipelines feeding machine-learning training.
- Strong Python and SQL skills, with knowledge of data modeling, storage formats, and processing frameworks.
- Experience with dataset versioning and lineage tooling.
- Experience with high-volume time-series and multimodal sensor data, including telemetry, video, audio, and structured logs.
- Must be authorized to work in the United States without visa sponsorship or visa transfer, now or in the future.
Nice to have
- Robotics, autonomous-vehicle, or aerospace data experience.
- Familiarity with flight-data formats and avionics bus data.
- Experience building internal engineering tools.
- Data governance or provenance experience in a regulated environment.
Culture & Benefits
- Entrepreneurial, innovative, and team-focused startup environment.
- Health, dental, and life insurance.
- Unlimited vacation and a 401(k) with company match.
- Professional development support and on-site catered meals, snacks, and beverages.
- Full-time employment with equity grants considered as part of total compensation.
Hiring process
- Employment is contingent on passing background and reference checks.
- New hires must verify identity and United States work eligibility.
Будьте осторожны: если работодатель просит войти в их систему, используя iCloud/Google, прислать код/пароль, запустить код/ПО, не делайте этого - это мошенники. Обязательно жмите "Пожаловаться" или пишите в поддержку. Подробнее в гайде →