4 дня назад
Lead Data Scientist (PropTech)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Lead Data Scientist (PropTech): Building advanced predictive models and scalable production pipelines for core property intelligence products used by major UK financial institutions with an accent on statistical modelling, machine learning, and large-scale data. Focus on leading model lifecycle delivery, mentoring data scientists, and solving complex analytical challenges for regulated property and financial applications.
Location: Remote - United Kingdom
Company
provides property intelligence, data, and technology solutions across the real estate ecosystem, supporting major financial institutions and other property-industry stakeholders.
What you will do
- Lead the design and implementation of advanced predictive models using statistical and machine learning techniques.
- Own the full model lifecycle from research and prototyping through deployment into robust, scalable production pipelines.
- Set technical direction for core data products and an ambitious new data platform.
- Mentor data scientists and raise technical standards across the team.
- Partner with Product, Sales, and Leadership to translate business needs into analytical solutions.
- Establish best practices for model development, validation, and maintenance.
Requirements
- Typically 8+ years of experience developing and deploying high-impact machine learning models in commercial environments.
- Expert knowledge of statistical analysis, predictive modelling, and ensemble techniques such as Gradient Boosted Trees and Random Forests.
- Strong Python proficiency for data science, including Pandas, Scikit-Learn, XGBoost, or LightGBM, plus SQL.
- Experience working with very large, complex, and messy datasets.
- Proven technical leadership, mentoring, and ownership of complex projects.
- Ability to explain technical concepts to non-technical stakeholders and influence strategic decisions.
Nice to have
- Experience in PropTech, FinTech, financial services, or lending.
- Hands-on experience developing or deploying Automated Valuation Models for the property market.
- Experience with geospatial data.
- Knowledge of model validation, performance benchmarking, and compliance metrics in regulated industries.
Culture & Benefits
- Flexible working arrangements in a diverse and inclusive environment.
- Generous paid leave, eight bank holidays, and dedicated wellbeing and volunteering days.
- Up to 16 weeks of fully paid parental leave and a baby bonus.
- Company-paid private medical cover with mental health and wellness resources.
- Pension scheme with employer contributions and a £375 annual wellbeing allowance.
- Recognition rewards, referral bonuses, and employee discounts.
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