Senior Software Engineer - Data Platform (AI)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Location: Remote, with the role associated with Torrance, California. Due to U.S. export-control requirements, candidates must be U.S. citizens, lawful permanent residents, protected individuals, or eligible to obtain the required authorizations without sponsorship for an export license.
Salary: $170,000–$200,000 per year, base salary only.
Company
AndrenaM builds sonar and sensing systems for ocean applications, combining physics, perception, software, maritime autonomy, and defense technology.
What you will do
- Build and operate post-processing pipelines that align, resample, and calibrate multi-sensor maritime data.
- Develop backfill and reprocessing frameworks for filters, synchronization, label corrections, and metadata enrichment across historical data.
- Establish data lineage and versioning to support reproducible experiments and reliable dataset evaluation.
- Build dataset discovery and access APIs and SDKs for querying data by time, region, modality, labels, and quality flags.
- Implement data-quality metrics, dashboards, alerts, and canary dataset builds.
- Optimize storage layouts for fast reads and parallel processing using columnar formats, compression, chunking, sharding, locality, and prefetching.
Requirements
- Senior-level software engineering experience with ownership of dataset-as-a-product or comparable data-platform systems.
- Proficiency in Python and data tooling such as PyArrow, Polars, Pandas, NumPy, or SciPy.
- Experience with at least one service language: Go, Rust, or TypeScript.
- Experience designing data splitting and sampling strategies to prevent leakage and ensure model generalization.
- Hands-on experience with labeling workflows, ontologies, consensus, quality assurance, and label-store integrations.
- Experience with sensor data such as audio, sonar, video, or telemetry, including time synchronization and geospatial context.
Nice to have
- Experience with orchestration tools such as Airflow or Prefect.
- Experience with metadata and lineage tools such as MLflow or W&B.
- Experience supporting multiple model families with curated corpora, strong lineage, and documentation.
Culture & Benefits
- Mission-driven work at the intersection of maritime autonomy and defense.
- Long-term equity incentive program with significant growth potential.
- Flexible paid time off and paid holidays.
- Medical, dental, and vision insurance.
- 401(k) retirement plan.
- Office lunch and snacks, with access to a technology, maritime, and defense-focused work environment.
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