Data Scientist – Security & Intelligence
Envitia
full-time
Posted on:
Location Type: Hybrid
Location: Gloucester • United Kingdom
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About the role
- 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.
Requirements
- 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.
- The successful candidate must be eligible for an enhanced Developed Vetted / eDV security clearance.
Benefits
- Enjoy 25 days of annual leave plus your birthday off, because you deserve to celebrate you.
- You can buy or sell up to 5 extra days to tailor time off around what matters most.
- We’ve got you covered with comprehensive private healthcare, including family options for added peace of mind.
- Up to £5,000 year Security Clearance Bonus
- We invest in your future with ongoing training and development, so you’re always learning, growing and staying ahead of the curve.
- We encourage an active lifestyle and support your wellness goals with a fitness reimbursement scheme that helps cover your gym membership or fitness-related expenses.
- Gain peace of mind with our life insurance coverage that ensures your loved ones are protected, because we care about your future as much as your present.
- Plan for your future with our pension options and resources to help build a secure financial foundation.
- Our Perkbox membership gives you access to exclusive discounts on hundreds of products and services.
- Our reward and recognition scheme celebrate your impact and let your brilliance shine.
- Join us in making a difference through paid volunteering days that let you support the causes that matter to you.
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard Skills & Tools
machine learningstatistical modellingdeep learningnatural language processinggraph analyticstime-series analysispredictive modelsdata transformationdata integrationdata visualization
Soft Skills
technical leadershipcollaborationcommunicationproblem-solvingstakeholder engagement
Certifications
enhanced Developed Vetted / eDV security clearance