Michael Mahony Email and Phone Number
Data Scientist and Researcher interested in leveraging data-driven insights to decarbonise our towns and cities. My current expertise include time-series modelling, regression analysis, computational causal methods, geospatial modelling and tree-based machine learning. I recently completed a PhD in migration studies, where I employed statistical and machine learning methods to examine the long-term labour market experiences of UK migrants, and how these experiences are influenced by features in the local environment. I also published 2 research articles (2 more currently in review) and produced additional analyses for external stakeholders at the International Organisation for Migration (IOM) and Chilean Department of Immigration and Migration (DIM).Prior to my PhD, I worked as Geography Teacher in East London, where I was responsible for managing the time, behaviour and long-term progress of 200+ students across range of ages and abilities. In this role, I delivered learning outcomes for up to 150 students a day, equipping me with strong time-management, communication and leadership skills. Outside of work, I also co-founded a running club in 2020, where I created and organised virtual, multi-day running events, co-ordinating teams of ~20 people and raising more than £5000 for educational charities.Moving forwards, I'm interested in developing methods, technologies and policy that improve the capacity of our urban environments to mitigate and adapt to climate change. I'd therefore love to hear about any work which contributes to this goal.If you have any questions, feel free to contact me via email at M.R.Mahony@liverpool.ac.uk.Competencies: R (Advanced), Python (Experienced), Time-series modelling (Advanced), Regression Analysis (Advanced), Data Visualisation (Advanced), Causal Methods, Spatial Statistics, SSH, SQL, Tableau, GitHub, QGIS, Microsoft Office Suite.
University Of Liverpool
View- Website:
- liverpool.ac.uk
- Employees:
- 10722
-
Data Scientist And Associate ResearcherUniversity Of LiverpoolLiverpool, Gb -
Data Scientist / Associate ResearcherUniversity Of Liverpool Jan 2024 - PresentLiverpool, England, United Kingdom• Employed statistical analysis, in R, to validate novel migration dataset created by Chilean Department of Migration (CDIM).• Identified outliers and systematic biases, allowing CDIM to publish dataset with detailed annotations on its reliability. -
Phd – Understanding And Predicting Long-Term Labour Market Trajectories Of Immigrants In The UkUniversity Of Liverpool Oct 2019 - Mar 2024• Managed 4-year research project, publishing 3 research papers that employ advanced statistical methods in R & Python.• Implemented time-series modelling techniques to analyse integration patterns of newly arrived migrants. • Applied computational causal methods to estimate impact of ethnic neighbourhoods on migrants’ economic outcomes.• Identified key social and economic factors associated with successful immigrant labour market integration over 5-30 years.• Revealed bias in existing neighborhood research and identified 3 minority groups vulnerable to labour market exclusion.• Organised and chaired 1-in-4 lab meetings, coordinating across departments to peer-review students’ research. -
Data Scientist / Associate Researcher - Random Forest, Xgboost, Geospatial ModellingUniversity Of Liverpool Jan 2020 - Aug 2020Liverpool, England, United Kingdom• Trained Random Forest & XGBoost models, in R, to predict future bus ridership in Brisbane (Australia) using 10.66M bus rides.• Models had RMSE of 2.49 & 2.48 riders and predicted effect of extreme weather. Results were published in academic paper.• Utilised epidemiological models to analyse impact of deprivation on under-reporting of COVID-19. Included in research paper. -
Earth Observation Intern - Gdal, Scikit-Learn, Synthetic Aperture RadarAssimila Ltd Sep 2022 - Dec 2022Reading, England, United Kingdom• Employed tree-based machine learning to predict cropped area boundary of 300+ UK fields using SAR time-series data.• Developed and deployed software, using object-oriented Python code, to automate boundary prediction in future projects. -
Data Scientist / Associate Researcher - Sentiment Analysis, Topic Modeling, Twitter ApiIom - Un Migration Sep 2020 - Dec 2020Liverpool, England, United Kingdom• Applied topic modelling and sentiment analysis to 30.39M migration-related tweets collected across 5 countries, measuring online attitudes towards immigrants in Europe and the USA during the early stages of pandemic.• Collaborated with researchers from the Barcelona Supercomputing Center and IOM to produce 3 research publications. -
Geography Teacher - Time Management, Communication, Presentation SkillsBrampton Manor Academy Jul 2016 - Aug 2018London, United Kingdom• Managed time, behaviour and long-term progress of 200+ students across range of ages and abilities.• Communicated and delivered learning outcomes for up to 150 students a day.
-
Trainee Geography TeacherThe Sheffield Scitt Sep 2015 - Jul 2016Sheffield, United Kingdom
-
Policy & Markets InternThe Carbon Trust Feb 2015 - May 2015Policy & Markets
Michael Mahony Education Details
-
Migration & Social Statistics
Frequently Asked Questions about Michael Mahony
What company does Michael Mahony work for?
Michael Mahony works for University Of Liverpool
What is Michael Mahony's role at the current company?
Michael Mahony's current role is Data Scientist and Associate Researcher.
What schools did Michael Mahony attend?
Michael Mahony attended University Of Liverpool, University Of Liverpool, University Of Cambridge.
Not the Michael Mahony you were looking for?
-
-
-
-
3berkeleypartnership.com, wearevista.co.uk, gmail.com
Free Chrome Extension
Find emails, phones & company data instantly
Aero Online
Your AI prospecting assistant
Select data to include:
0 records × $0.02 per record
Download 750 million emails and 100 million phone numbers
Access emails and phone numbers of over 750 million business users. Instantly download verified profiles using 20+ filters, including location, job title, company, function, and industry.
Start your free trial