17 дней назад
Research Associate (GreenAVM Project) (Part-time)
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Research Associate (GreenAVM Project) (Part-time) (Python/AutoGluon/SHAP): Building a client-facing web application around the GreenAVM property valuation model, integrating UK property data feeds and deploying the prototype to the cloud with an accent on full-stack development, live data integration, and explainable AI. Focus on implementing SHAP visualisations, cloud deployment, technical documentation, and handover for stakeholder demonstrations.
Location: Oxford Road, Manchester, UK; applicants must have the right to work in the UK
Company
is an institution focused on education, research, learning, and community.
What you will do
- Develop a client-facing web application around the existing AutoGluon GreenAVM property valuation model.
- Build front-end and back-end functionality for stakeholder demonstrations.
- Integrate Land Registry and EPC Register data feeds for live or near-live property valuations.
- Implement SHAP-based explainability visualisations for non-technical users.
- Deploy the prototype to AWS, Azure, or another cloud environment.
- Document the architecture, codebase, data pipelines, and deployment configuration, and provide a technical handover.
Requirements
- Degree in computer science, software engineering, or a related discipline.
- Experience building web applications, including full-stack or back-end development.
- Proficiency in Python and familiarity with Flask, Django, FastAPI, Streamlit, or similar frameworks.
- Experience with cloud deployment, API integration, and external data sources.
- Applicants must demonstrate the right to work in the UK; the role is not eligible for Skilled Worker visa sponsorship.
Nice to have
- PhD or Master’s degree in computer science, software engineering, or a related field.
- Experience with AutoML, AutoGluon, SHAP, explainable AI, front-end development, or UI prototyping.
- Knowledge of UK property data, EPC data, or energy efficiency in the built environment.
- Experience in startup, commercialisation, or rapid prototyping contexts.
Culture & Benefits
- Part-time role with a collaborative and inclusive working environment.
- Generous employer pension contribution.
- 29 days of annual leave plus bank holidays and Christmas closure.
- Ride-to-work and electric vehicle schemes.
- Flexible and hybrid working information is available through the university.
Hiring process
- Applications close at midnight on the stated closing date.
- Shortlisting and interviews are handled by the project team.
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