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Agent guide: [/agents.md](https://www.wearedevelopers.com/agents.md). --- # Data Scientist - Security & Intelligence - **Company:** Envitia - **Location:** Manchester, UK (Remote available) - **Salary:** £60,000.0 - **Contract:** Permanent contract - **Skills:** Artificial Intelligence, Amazon Web Services, Business Analytics Applications, Data Analysis, Big Data, Data Visualization, Decision Support Systems, Apache Hadoop, Data Intelligence, Python (Programming Language), Machine Learning, Natural Language Processing, NumPy, Pattern Recognition, Tensorflow, Unstructured Data, Pytorch, Apache Spark, Deep Learning, Pandas, Scikit Learn, Data Analytics, Operational Systems, Machine Learning Operations, Unsupervised Learning - **Published:** September 12, 2026 - **Apply:** https://startup.jobs/data-scientist-security-intelligence-envitia-10022593 ## About the Role * Experience working in secure or highly regulated environments, with an understanding of handling sensitive or classified data. * Strong knowledge of modern data science and machine learning techniques, including supervised and unsupervised learning. * Proficiency in the Python data science ecosystem (e.g. NumPy, Pandas, scikit-learn, PyTorch, TensorFlow). * Experience with big data and distributed analytics platforms (e.g. Spark, Hadoop). * Hands-on experience with Natural Language Processing, graph analytics and advanced analytical methods. * Experience using cloud analytics platforms, with strong AWS and native tooling expertise. * Data visualisation skills and experience communicating insights through analytical tools and dashboards. * Ability to work closely with users and stakeholders to understand real-world problems and translate complex analysis into actionable insight. Security Clearance Requirements The successful candidate must hold a high level security clearance. ## Description Envitia is recruiting for a Data Scientist to join our Security and Intelligence consulting team and will be responsible for designing, developing and delivering advanced analytics and machine learning capabilities within secure government environments. The role focuses on applying data science and AI techniques to operational intelligence challenges, including large-scale data analysis, predictive modelling, pattern recognition, and automated decision support. The successful candidate will work within multi-disciplinary agile teams, collaborating with data engineers, software engineers, mission analysts and operational users to develop and deploy analytics solutions that enable insight and mission advantage. Typical engagements include: * Intelligence data exploitation and advanced analytics * ML model development and optimisation * Natural Language Processing (NLP), data matching and pattern detection * Data triage and automated analysis of large datasets * Operational decision-support systems Job Responsibilities * Design, develop and deploy AI and machine learning solutions to analyse complex structured and unstructured data. * Build and maintain scalable data and AI/ML pipelines to support advanced analytics and automated insight generation. * Apply a range of data science techniques including machine learning, statistical modelling, deep learning, NLP, graph analytics and time-series analysis. * Prepare, transform and integrate large, multi-source datasets (e.g. sensor, geospatial and communications data) for analytics and model development. * Develop predictive models, prototypes and proof-of-concept solutions to identify patterns, trends and anomalies. * Implement, train, tune and validate models within secure, production-grade environments. * Collaborate closely with data engineers, software engineers and platform teams to deploy solutions into operational systems. * Develop dashboards, visualisations and analytical tools to communicate insights to technical and non-technical stakeholders. * Provide technical leadership and contribute to AI/ML strategy, best practice and capability roadmaps. ## Related Videos - [Data Science in Retail](https://www.wearedevelopers.com/videos/586-data-science-in-retail) - [Advanced Typing in TypeScript](https://www.wearedevelopers.com/videos/496-advanced-typing-in-typescript) - [Vectorize all the things! 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