Senior Data Platform Engineer – Maritime Sensor ML

Rnb Consultancy; Torrance (CA); On-site; USD 200,000 - 240,000; Full time

Job summary

Rnb Consultancy is hiring to build a scalable data platform that ingests maritime sensor streams for ML and perception systems. You will enable live processing, historical replays, and clear data provenance to explain model inputs.

The role emphasizes Python-based data infrastructure, collaboration across ML and software teams, and delivering reliable pipelines for large-scale sensor data in a full-time Torrance, CA setting.

Qualifications

• Experience building and operating large data platforms for ML.
• Strong Python skills with PyArrow/Polars/Pandas/NumPy usage.
• Experience with sensor/time-series data.
• Ability to own technical decisions and collaborate across teams.

Responsibilities

• Build pipelines that ingest and process high-volume sensor data for ML and analytics.
• Align and calibrate data from different sensors for near-real-time processing and historical reprocessing.
• Ensure datasets are traceable via versioning, metadata and lineage for reproducibility.
• Create data-discovery interfaces and access patterns for ML and perception teams.
• Measure data quality, investigate failures and improve reliability as data volumes grow.
• Collaborate with ML, hardware and product teams to translate model needs into durable data contracts.

Skills

Python

Data pipelines

ML data infra

Time-series data

Tools

PyArrow

Polars

Pandas

NumPy

Job description

Rnb Consultancy is hiring to build a scalable data platform that ingests maritime sensor streams for ML and perception systems. You will enable live processing, historical replays, and clear data provenance to explain model inputs.

The role emphasizes Python-based data infrastructure, collaboration across ML and software teams, and delivering reliable pipelines for large-scale sensor data in a full-time Torrance, CA setting.