Data Scientist (VP)
- Accelerate data collection at scale from millions of sources.
- Design, build, and deploy workflows at scale that seamlessly combine AI/ML with human expertise.
- Elevate development standards and empower others adopt them through re-usable services, frameworks, templates, and knowledge sharing.
- Collaborate with engineering teams across the business to improve time to value and to ensure that the best options for internal technical solutions are known.
- Explore new technologies, approaches, and ideas that help to drive our business goals in unexpected ways.
- Understand and translate business problems into data science / machine learning solutions.
- Align desired business outcomes with clear and observable success measures.
- Determine the value proposition of data science / machine learning solutions verses alternatives.
- Propose smart, pragmatic, and diverse approaches to address a variety of business problems.
- Lead individual and group projects, driving them towards the desired outcome.
- Forge constructive business relationships with key stakeholders.
- Prioritise and refine own work and tasks relating to the projects you lead and contribute to.
- Operate as a "full-stack" Data Scientist - taking projects from problem formulation to production.
- Design and run focused experiments targeting specific business outcomes.
- Write quality code to realise models, perform analytics, and draw actionable insights from data.
- Leverage software development tools and platforms to enable and support solutions.
- Exemplify and demonstrate best-practice data science and machine learning across the business.
- Present results and recommendations clearly, succinctly, and honestly to a variety of audiences.
- Use compelling storytelling to contextualise data visualisations / insights and inspire action.
- Contribute to the continuous improvement mindset in Data Science and Preqin's wider Technology division e.g., by sharing knowledge and feedback, being a sounding board to colleagues.
- Stay abreast of the latest developments in data science and machine learning and identify those with business impact.
- A "let's do it" and "challenge accepted" attitude when faced with the less known or challenging tasks. "Because we've always done it this way" is not a phrase you like to use.
- Ability to perform well in a fast-paced environment, developing iterative sustainable solutions with best practices (security, code quality, documentation) and long-term vision.
- Curiosity and willingness to learn about new technologies, ways of working and acquire new skills possessing a growth mindset.
- Understanding that generating positive outcomes requires knowledge of the stakeholder and the problem space to allow effective use of your technical knowledge ability.
- Passion to improve the capacity of engineering teams to deliver value through collaboration, excellent tooling, and thin configurable services.
- Excitement to collaborate with technical and non-technical colleagues across teams.
- Qualifications are not as essential as experience. If you feel you have work examples and projects that illustrate what we need, we're happy to have a conversation.
- Bachelor's degree or higher degree in statistics, data science, computer science, economics, or another quantitative field.
- 7+ years' experience applying data science / machine learning in a commercial setting.
- Track record of successfully delivering end-to-end data science / machine learning solutions.
- Ability to work effectively with senior stakeholders and clients.
- Excellent communication skills to bridge technology and business.
- Proficient / intermediate level programming skills, preferably Python.
- Software collaboration experience using version control, preferably Git.
- Experience using foundational data science libraries e.g., Pandas, NumPy, scikit-learn or equivalent.
- Experience applying state-of -the-art machine learning to commercial problems.
- Experience using software development / deployment tools, platforms, and best practices e.g., CI/CD pipelines, containerization technology and cloud computing platforms.
- Experience querying for and manipulating data using database technologies.
- Highly motivated, collaborative, innovative, inquisitive, customer-centric and demonstrates a growth mindset.
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