Data Scientist - Maritime Geospatial Surveillance

Srt Marine; West of England; Hybrid; GBP 60,000 - 90,000; Full time

Benefits offered by this job

Highly Competitive Salary and benefits

25 days annual leave rising to 28 days

Real individual development机会

Job summary

SRT Marine Systems plc in Bristol invites applications for a Data Scientist (Sovereign Territory Surveillance) to join a hybrid team delivering advanced maritime domain awareness.

You will research, prototype, and deploy ML models for time-series and geospatial data, collaborating with edge engineers to scale pipelines for AIS and video data.

The role emphasizes collaboration, model version control, and rigorous documentation of performance and experiments.

Qualifications

• Develop and evaluate ML models for time-series and geospatial data.
• Collaborate with developers to integrate outputs into features.
• Build scalable pipelines for ingesting maritime data (AIS and video).
• Document model performance, testing, and experiments with versioning.

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

ML model development

Time-series analysis

Geospatial data

Video/Radar data understanding

MLOps familiarity

Tools

Docker

AWS / Cloud

MLflow

Weights & Biases

Ray

Neo4j

Job description

SRT Marine Systems plc in Bristol invites applications for a Data Scientist (Sovereign Territory Surveillance) to join a hybrid team delivering advanced maritime domain awareness.

You will research, prototype, and deploy ML models for time-series and geospatial data, collaborating with edge engineers to scale pipelines for AIS and video data.

The role emphasizes collaboration, model version control, and rigorous documentation of performance and experiments.