Data Scientist
- Collaborating with Machine Learning Engineers and Data Engineers to gather, clean and pre-process datasets for traditional machine learning and generative modelling
- Applying statistical methods to analyse and interpret complex datasets considering both traditional and generative AI models
- Design and implementing generative AI models for tasks such as image synthesis, text generation or recommendation systems
- Identifying and engineering features that enhance both traditional and generative performance
- Collaborating with domain experts to extract meaningful features for both machine learning and generative AI applications
- Search and development of new algorithms, methods and statistical models providing insight into both structured and unstructured data
- Machine learning model monitoring in production using MLOps practices
- Providing understandable and meaningful insights for business customers and stakeholders
- Designing and evaluating experiments, monitoring key product metrics, and understanding the root causes of changes in metrics
- Providing critical inputs to both short-term tactical actions and long-term technology choices and strategies
- Effectively communicate insights and recommendations across the organisation so that the audience has a clear understanding
- Who has relevant and impactful experience of developing and deploying traditional machine learning models. Experience of large language models and generative AI frameworks would be welcomed.
- Can help support organisational capabilities around machine learning and generative AI
- Knows how to understand and tackle loosely defined problems and come up with impactful insights and recommendations
- Has demonstrable experience in leveraging analytics to generate business value
- Can communicate findings to technical and non-technical audiences
- Can provide data-driven insights to support decision making across departments
- Is curious and has a creative mind, coupled with first rate critical thinking skills
- Has the ability to initiate and drive projects to completion
- Has experience working within cross functional teams and collaborating across teams
- Has the ability to challenge and question ideas, openly and honestly, whilst providing solutions and options
- Keeps abreast of the latest advancements in data science, machine learning and generative AI
- Can evaluate and recommend new tools, technologies, and methodologies specific to generative AI
- Has experience with Google BigQuery or proficiency in SQL
- Batchelors, Masters or PhD in a quantative field. For example, Statistics, Computer Science, Data Science, Mathematics, or a related STEM subject degree
- 3+ years of experience as a data scientist with some exposure to generative AI techniques
- Professional experience in SQL and Python beyond scripting; knowledge of basic paradigms (e.g. Object-orientated programming), related tools (e.g. Git) and core libraries and deep learning frameworks (e.g. PyTorch, Tensorflow, Keras); cloud technologies, particularly GCP
- Strong knowledge of statistical analysis and machine learning. Experience of pre-trained generative AI models (e.g. OpenAI GPT models) and frameworks (e.g. generative adversarial networks and variational encoders) would be desirable
- Experience with data visualisation tools
- Excellent problem-solving skills and attention to detail
- Strong interpersonal skills and are comfortable working with multiple stakeholders
- We create value...by delivering results and building trust with partners and consumers.
- We think bigger...by acting with curiosity and setting bold aspirations.
- We care deeply...by being real, having fun, and valuing diversity.
- We move together...by being one team - internally collaborative, externally competitive.
- We make a difference...by focusing on delivering measurable impact.
- Cash plan for dental, optical and physio treatments
- Private Medical Insurance, Pension and Life Insurance, Employee Assistance Plan
- 27 days holiday plus two (paid) volunteering days a year to give back, and holiday buy schemes
- Hybrid working pattern with 2 days in office
- Contributory stakeholder pension
- Life assurance at 4x your basic salary to a spouse, family member or other nominated person in your life
- Competitive compensation package
- Paid leave for maternity, paternity, adoption & fertility
- Travel Loans, Bike to Work scheme, Rental Deposit Loan
- Charitable contributions through Payroll Giving and donation matching
- Access deals and discounts on things like travel, electronics, fashion, gym memberships, cinema discounts and more
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