Data Scientist: Sovereign Territory & Maritime Surveillance

Srt Marine; Swindon; Hybrid; GBP 60,000 - 90,000; Full time

Benefits offered by this job

Highly competitive salary

25 days annual leave rising to 28

Real development opportunities

Job summary

SRT Marine Systems plc is seeking a Data Scientist for Sovereign Territory Surveillance to join a Bristol-based, hybrid team. You will research and deliver ML models for time-series and image/video data, focusing on maritime security challenges and geospatial patterns.

You will work with edge and infrastructure teams to build scalable pipelines, deploy model outputs in user-facing features, and document experiments and data assets. A collaborative environment supports innovation.

Qualifications

• 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, and managing large volumes of maritime data (e.g. AIS and vessel video footage).
• Essential: Contribute to feature development in areas such as alert generation and visualisation.
• Essential: Methodically apply best practices to document model performance, testing procedures, and experiment outcomes, while tracking datasets and model versions.

Responsibilities

• 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 suitable vision and time-series models for these problems.
• Collaborate with developers to integrate model outputs into user-facing features.
• Work with infrastructure and edge-based engineers within SRT to build scalable pipelines for ingesting, processing, annotating, and managing large volumes of maritime data (e.g. AIS and vessel video footage).
• Contribute to feature development in areas such as alert generation and visualisation.
• Methodically apply best practices to document model performance, testing procedures, and experiment outcomes, while tracking datasets and model versions.

Skills

Time series analysis

Image/video ML

Geospatial data

Anomaly detection

Model evaluation

Collaboration with developers

Edge computing pipelines

Tools

Docker

AWS

MLflow

Weights & Biases

Neo4j

Job description

SRT Marine Systems plc is seeking a Data Scientist for Sovereign Territory Surveillance to join a Bristol-based, hybrid team. You will research and deliver ML models for time-series and image/video data, focusing on maritime security challenges and geospatial patterns.

You will work with edge and infrastructure teams to build scalable pipelines, deploy model outputs in user-facing features, and document experiments and data assets. A collaborative environment supports innovation.