Summary
Overview
Work History
Education
Interests
Affiliations
Timeline
References
Generic

Wayne Davis

GIS Analyst / Data Scientist
Narara

Summary

With 2 years of commercial experience in Data Science and 4 years of GIS as well as 15 years in software development behind me, have recently completed a Master of Spatial Science Technology and have graduated from a 12 week immersive training course in Data Science.

Overview

35
35
years of professional experience
10
10
years of post-secondary education

Work History

GIS Officer

Travers Bushfire & Ecology
08.2022 - Current

Completed mapping projects for ecology and bushfire planning using ArcGIS, including Spatial Mapping for Properties, Flora & Fauna Assessments, Biodiversity Stewardship Site Assessments, Bushfire Attack Level Reports, Bushfire Management Plans, Watercourse & Riparian Assessments, Arboriculture Impact Assessment Reports, Aboriginal Due Diligence Reports, Vegetation Management Plans and Weed Management Plans. Provided technical recommendations to aid in GIS process improvement. Used Python coding skills to complete automation projects including generate bulk vector contour shapefiles from 14,601 input raster elevation models (DEMs), create and initialise new GIS projects, report document scraping, synchronise attribute tables and various other routine GIS/mapping tasks. Created KNIME workflows and python scripts to automate in-house BioNET download and database refresh, and GPS captured data processing pipeline. Business benefits are significant reductions in production workloads.

Skills - ArcGIS Suite, Geodatabases, ArcPy, GDAL, Python Programming, GIS Analysis, Jupyter Notebooks, KNIME, ETL processes, Data Cleaning, Data Wrangling, Map production

Spatial Data Analyst

Lotsearch | Spatial Intelligence And Risk Mapping
04.2022 - 08.2022

Used ArcGIS to georeference aerial imagery and digitise historical map features. Provided technical recommendations to aid in GIS process improvements, which included proposal to use deep learning in Google Colab for topographic map feature/object recognition. Business benefit is for potential automation of historical map feature digitisation.

Skills - ArcGIS, Jupyter Notebooks, Python Programming, GIS Analysis

Data Analyst - Strategic Data Analysis Unit

ACCC
12.2021 - 01.2022

Large-scale data cleansing and tagging project requiring attention to detail with a focus on producing high-quality and accurate work.

Census Field Officer

Australian Bureau of Statistics
07.2021 - 08.2021

Visit households to follow up with residents who have not successfully completed their Census. Promote Census participation and answer questions from public about Census.

Data Scientist

Catholic Schools NSW
07.2018 - 10.2020

Responsible for driving data rigour and modelling using advanced analytics to discover insights, make predictions and generate recommendations from student data. Important achievements were creating several geospatial demographics reports for schools, time series analysis and forecasting of student enrolments and regression analysis on cost to educate students. Other achievements included mapping attendance zones for across 500+ NSW Catholic Schools, creation of modifiable spatial filter using geospatial tools in Alteryx and geocoding student addresses using MapMarker.

Skills - machine learning, Arima time series, Python Programming, Tableau, MapInfo, Alteryx, regression and classification models, Spatial analysis and modelling, Databricks, Jupyter Notebook, Pandas, scikit-learn, data wrangling.

Supervisor

ManpowerGroup 
03.2016 - 01.2018

Responsible for safety, welfare, training and supervision of Green Army participants aged 17-24 on practical conservation projects. Completed four 6-month projects for NPWS, Ku-ring-gai and Central Coast councils. Delivered tangible benefits for the environment, including regenerating parks, rejuvenating shorelines and rivers, restoring native vegetation and protecting animal habitats. Scored 100% in an external safety audit by Ernst & Young.

Website Administrator / Digital Marketing

Self Employed
01.2005 - 02.2016

Website operations, SEO, Adwords, Adsense, HTML, Javascript, Google Analytics.

Website Administrator

The Telecom Shop Pty Ltd
07.2014 - 12.2014

Website operations, AWS, Magento, HTML, Manage Ebay listings and SEO. Made detailed proposal to automate competitor price checking. Made proposal for Facebook target audience marketing.

Senior Systems Designer / Information Specialist

Commonwealth Bank of Australia / EDS
04.1989 - 11.2004

Senior CICS Cobol SQL Analyst / Programmer for an enterprise-scale application known as ASSIST. This was the CBA's branch and call centre Client-Server platform.

Skills: SDLC · Software Development · SQL · Business Analysis · Management · COBOL · Requirements Analysis · Databases · Requirements Gathering · Leadership · Analysis

Education

Master of Spatial Science Technology - GIS

The University of Southern Queensland
01.2016 - 07.2021

Data Science Immersive -

General Assembly
03.2018 - 06.2018

Bachelor of Science - Marine Science

University of Newcastle
01.2007 - 11.2010

Interests

Created an applied game coded in Javascript based on Prisoners’ Dilemma game theory, the source code of which was subsequently sold for use as an educational tool The game allows the user to compete against various predetermined game strategies as well as simple genetic algorithms The game URL was cited in over 28 academic publications including Conklin, M S (2007) 101 uses for Second Life in the college classroom; and in textbooks: Animal Behaviour by MD Breed and J Moore (2015) Puzzles, Paradoxes, and Problem Solving: An Introduction to Mathematical Thinking by Marilyn A Reba and Douglas R Shier (2014) Public Policy A New Introduction by Christoph Knill and Jale Tosun (2012)

Affiliations

Geospatial Council of Australia

Timeline

GIS Officer

Travers Bushfire & Ecology
08.2022 - Current

Spatial Data Analyst

Lotsearch | Spatial Intelligence And Risk Mapping
04.2022 - 08.2022

Data Analyst - Strategic Data Analysis Unit

ACCC
12.2021 - 01.2022

Census Field Officer

Australian Bureau of Statistics
07.2021 - 08.2021

Data Scientist

Catholic Schools NSW
07.2018 - 10.2020

Data Science Immersive -

General Assembly
03.2018 - 06.2018

Supervisor

ManpowerGroup 
03.2016 - 01.2018

Master of Spatial Science Technology - GIS

The University of Southern Queensland
01.2016 - 07.2021

Website Administrator

The Telecom Shop Pty Ltd
07.2014 - 12.2014

Bachelor of Science - Marine Science

University of Newcastle
01.2007 - 11.2010

Website Administrator / Digital Marketing

Self Employed
01.2005 - 02.2016

Senior Systems Designer / Information Specialist

Commonwealth Bank of Australia / EDS
04.1989 - 11.2004

References

Kwame Wetsi

Data Governance Manager / Macquarie University

Gary Molloy

Manager Research, Data & Analysis / CSNSW

Wayne DavisGIS Analyst / Data Scientist