EXPERIENCE
Essential skills and experience
- Master’s in Computer Science/similar field with 5+ years’ experience in Data Scientist/similar role - or Bachelor’s in Computer Science/similar field with 7+ years’ experience in Data Scientist/similar role
- Solid understanding of machine learning
- Knowledge of data management and visualization techniques
- An ability for statistical analysis and predictive modelling
- Good knowledge of R, Python and MATLAB
- Experience with SQL and NoSQL databases
- Strong organizational and leadership skills
- Excellent communication skills
- A business mindset
- Applied maths, statistics, and scientific practices. Understand, teach and supervise a range of practices and can apply theory’s to practical situations
- Data engineering/manipulation. Experience building data pipelines at scale using a range of toolsets. Advise on data engineering practices, lead data exploration by identifying/setting best practice. Identify future innovation opportunities
- Data science innovation. You’re a leader in your organisation. Identify future areas of innovation and can show how it can be applied to your organisation and wider government
- Developing data science capability. Promote/monitor continuous professional development of your organisation. Develop knowledge of cutting-edge techniques and share this knowledge. Develop and support data science capability across the organisation
- Domain expertise. Create data products proportionate to business benefit/achieve significant impact. Present analysis/visualisations to communicate complex messages. Support the evolution of data governance/take responsibility for applying ethical frameworks
- Programming and build. Design, code, test, correct and document moderate-to-complex programs/scripts from agreed specifications, using agreed standards and tools. Collaborate with others to review specifications where appropriate
- Understanding product life cycle analysis. Understand, teach and supervise a wide range of analysis techniques. Help organisations create and learn from strategic insights. Apply innovative approaches to resolve problems
Nice-to-have skills and experience
- Previous experience working within a defence or intelligence environment
- Previous experience working within a defensive cyber security environment
- An existing portfolio with demonstrates aptitude and skills