Data Scientist — Maritime & Border Surveillance (Hybrid)

Srt Marine; Gloucester; Hybrid; GBP 70,000 - 110,000; Full time

Benefits offered by this job

Salary and benefits package

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. Based from the Bristol office with hybrid working policy, you will tackle maritime and security problems using time series and image/video data, building and evaluating ML models for behaviour classification, anomaly detection, and track pattern recognition within geospatial data.

You will collaborate with developers to integrate outputs into user-facing features and enable scalable data pipelines (AIS,

Qualifications

• Solve maritime and security-based problems with time series and image/video data streams.
• Develop and evaluate ML models for behaviour classification and anomaly detection.
• Research and optimise vision and time-series models for these problems.
• Collaborate with developers to integrate model outputs into user-facing features.
• Build scalable pipelines for ingesting large volumes of maritime data (AIS and video).
• Document model performance, testing, and experiments with datasets and 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 data

Image/video data

ML models

Geospatial data

Collaboration

Model versioning

Tools

Neo4j

MLflow

Weights & Biases

Ray

Docker

AWS ECS/ECR

Job description

SRT Marine Systems plc is seeking a Data Scientist for Sovereign Territory Surveillance. Based from the Bristol office with hybrid working policy, you will tackle maritime and security problems using time series and image/video data, building and evaluating ML models for behaviour classification, anomaly detection, and track pattern recognition within geospatial data.

You will collaborate with developers to integrate outputs into user-facing features and enable scalable data pipelines (AIS,