Data Scientist
- Brentford, Greater London (GBR)
- £520 - £620 Per Day
- 6 Months
- Start date: ASAP
- Ref: GSK0JP00090977
- predictive modeling
Data Scientist
Remote / Brentford
6 months
Up to £620 per day umbrella
The data scientist is responsible for modeling complex business problems and discovering business insights through the use of statistical, algorithmic, mining, and visualization techniques. The data scientist contributes to building and developing the organization’s data infrastructure and supports the senior leadership with insights, management reports, and analysis for decision-making processes.
Responsibilities
● Understands the decision-making process, workflows, and business and information needs of business unit heads and service manager/owners
● Translates business needs into analytics/reporting requirements to support executive decisions and workflows with required information
● Proactively mines data warehouses to identify trends and patterns and generates insights for business units and senior leadership
● Performs large-scale experimentation to identify hidden relationships between variables in large datasets
● Researches and implements cutting-edge techniques and tools in machine learning/deep learning/artificial intelligence to make data analysis more efficient
● Determines requirements that will be used to train and evolve deep learning models and algorithms
● Visualizes information and develops engaging reports on the results of data analysis using data visualization tools
● Advises product teams on new products, features or updates through data-based recommendations
● Develops frameworks and processes to analyze unstructured information collected through social media platforms i.e., wikis, blogs, instant messaging, etc. and traditional sources such as e-mail and SharePoint
● Supports user experience specialists and information architects to enhance information visualization through development of dashboards and user interfaces
● Distributes best practices to analytics and product teams and provides consultations for their data-based experimentations
Skills
● Up-to-date knowledge of machine learning and data analytics tools and techniques
● Strong knowledge in predictive modeling methodology
● Experienced at leveraging both structured and unstructured data sources
● Willingness and ability to learn new technologies on the job
● Demonstrated ability to communicate complex results to technical and non-technical audiences
● Demonstrated ability to work with minimal supervision
Experience
● Experience using statistics and machine learning to solve complex business problems
● Experience conducting statistical analysis with advanced statistical software, scripting languages, and packages
● Experience with big data analysis tools and techniques
● Experience building and deploying predictive models, web scraping, and scalable data pipelines
