Michael Mahony

Michael Mahony Email and Phone Number

Data Scientist and Associate Researcher @ University of Liverpool
Liverpool, GB
Michael Mahony's Location
Liverpool, England, United Kingdom, United Kingdom
About Michael Mahony

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.

Michael Mahony's Current Company Details
University of Liverpool

University Of Liverpool

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Data Scientist and Associate Researcher
Liverpool, GB
Website:
liverpool.ac.uk
Employees:
10722
Michael Mahony Work Experience Details
  • University Of Liverpool
    Data Scientist And Associate Researcher
    University Of Liverpool
    Liverpool, Gb
  • University Of Liverpool
    Data Scientist / Associate Researcher
    University Of Liverpool Jan 2024 - Present
    Liverpool, 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.
  • University Of Liverpool
    Phd – Understanding And Predicting Long-Term Labour Market Trajectories Of Immigrants In The Uk
    University 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.
  • University Of Liverpool
    Data Scientist / Associate Researcher - Random Forest, Xgboost, Geospatial Modelling
    University Of Liverpool Jan 2020 - Aug 2020
    Liverpool, 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.
  • Assimila Ltd
    Earth Observation Intern - Gdal, Scikit-Learn, Synthetic Aperture Radar
    Assimila Ltd Sep 2022 - Dec 2022
    Reading, 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.
  • Iom - Un Migration
    Data Scientist / Associate Researcher - Sentiment Analysis, Topic Modeling, Twitter Api
    Iom - Un Migration Sep 2020 - Dec 2020
    Liverpool, 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.
  • Brampton Manor Academy
    Geography Teacher - Time Management, Communication, Presentation Skills
    Brampton Manor Academy Jul 2016 - Aug 2018
    London, 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.
  • The Sheffield Scitt
    Trainee Geography Teacher
    The Sheffield Scitt Sep 2015 - Jul 2016
    Sheffield, United Kingdom
  • The Carbon Trust
    Policy & Markets Intern
    The Carbon Trust Feb 2015 - May 2015
    Policy & Markets

Michael Mahony Education Details

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.

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