Data Scientist, Maritime Vision & Geospatial Surveillance

SRT Marine Systems plc; Walham; Híbrido; GBP 63.000 - 103.000; Jornada completa

Descripción de la vacante

SRT Marine Systems plc in the United Kingdom is seeking a Data Scientist to solve maritime and security challenges using time series and image/video data. You will design and evaluate ML models for behavior classification, anomaly detection, and track patterns in geospatial data, integrating outputs into user-facing features.

Collaborate with infra/edge engineers to build scalable data pipelines for AIS and vessel video, contribute to feature development such as alerting and visualization, and

Formación

• Essential: Solve maritime and security-based problems such as detection and classification for time series and image/video data streams.
• Essential: Develop and evaluate ML models for behaviour classification, anomaly detection, and track pattern recognition within geospatial data.
• Essential: Research, prototype, extend, and optimise suitable vision and time-series models for these problems.
• Essential: Collaborate with developers to integrate model outputs into user-facing features.
• Essential: Work with infrastructure and edge-based engineers to build scalable pipelines for ingesting, processing, annotating maritime data (AIS and vessel video).
• Essential: Contribute to feature development in areas such as alert generation and visualisation.
• Essential: Document model performance, testing procedures, and experiment outcomes, tracking datasets and model versions.

Responsabilidades

• Solve maritime and security-based problems such as detection and classification for time series and image/video data streams.
• Develop and evaluate ML models for behaviour classification, anomaly detection, and track pattern recognition within geospatial data.
• Research, prototype, extend, and optimise vision and time-series models.
• Collaborate with developers to integrate model outputs into user-facing features.
• Work with infrastructure and edge-based engineers to build scalable pipelines for ingesting and processing maritime data (AIS and vessel video).
• Contribute to feature development in areas such as alert generation and visualisation.
• Document model performance, testing procedures, and experiment outcomes, while tracking datasets and model versions.

Conocimientos

Time series analysis

Image/video data

ML model development

Geospatial data

Vessel AIS data

Edge pipelines

Feature visualization

Experiment tracking

Documentation

Herramientas

Docker

AWS ECS/ECR

Neo4J

MLflow

Weights & Biases

Ray

CI/CD

Descripción del empleo

SRT Marine Systems plc in the United Kingdom is seeking a Data Scientist to solve maritime and security challenges using time series and image/video data. You will design and evaluate ML models for behavior classification, anomaly detection, and track patterns in geospatial data, integrating outputs into user-facing features.

Collaborate with infra/edge engineers to build scalable data pipelines for AIS and vessel video, contribute to feature development such as alerting and visualization, and