
Data Scientist
Department:Data Analysis
Type:REMOTE
Region:UK
Location:United Kingdom
Experience:Associate
Estimated Salary:£40,000 - £60,000
Skills:
PYTHONMACHINE LEARNINGNUMPYPANDASSKLEARNSQLDOCKER
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Job Description
Posted on: January 29, 2025
Data ScientistPrimary Purpose
- Development of XCM’s machine learning solutions
- Delivery of client machine learning models**.**
- Delivery of associated documentation and content on each project.
- Communicating findings to internal and external stakeholders
- Enhancing the client’s ROI with XCM through data driven solutions tailored to their specific business requirements.
- Supporting BAU and planned analytics on client roadmaps when needed.
- Supporting XCM’s analysts in statistical techniques.
Key Responsibilities
- Working closely with the lead Data Scientist and Director of Analytics to develop a suite of machine learning solutions.
- Involvement in the design, creation, productionising, testing, and maintenance of machine learning solutions.
- Developing data models to serve the needs of each client by analysing and predicting customer interactions; including but not limited to, customer sales and their purchasing behaviour, web traffic and user behaviour, email performance, and social media trends.
- Creation of technical and user documentation, marketing and other content associated with each project.
- Produce recommendations on how to develop the XCM data modelling roadmap.
- Confidently present analytics and recommendations both to colleagues and clients.
- Execute larger, complex statistical projects to produce strategic actionable recommendations.
- Lead the necessary actions off the back of analytical recommendations with other members of the analytic, campaign and client management team as required.
- Respond to ad-hoc data requests as required.
- Provide commitment to leadership and continuous improvement.
- Delivery of your agreed objectives.
- Management of your personal development programme.
- Delivery of agreed standards & discipline.
- Management of your quarterly appraisal process & documentation.
Experience & Qualities
- Degree level qualification or equivalent in a mathematical or computing discipline.
- 2+ years’ experience writing production level python code
- Highly proficient with numpy, pandas, sklearn
- Strong understanding of machine learning algorithms and workflow
- Experience scoping and developing machine learning projects such as recommender systems
- Experience with containerised deployment (docker)
- Strong understanding of CI/CD processes and version control
- Proficient in SQL analysis.
- Fully literate in Microsoft Office package.
Attributes
- Able to think abstractly and develop novel solutions to problems.
- Able to quickly learn new programming languages, mathematical concepts, and software.
- A desire to find the best solution to a challenge through collaborative working.
- Genuinely interested in data science / machine learning / AI.
- Strong communication skills.
- Ability to explain and present modelling concepts to non-technical personnel.
- Curious, proactive, organised, and methodical, with an attention to detail.
- Ambitious, enthusiastic, self-motivated, and the confidence to lead projects.
Originally posted on LinkedIn
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