Data Consultant
Current- Scrape, clean and upload of data into the data base- Data wrangling- Update and improve data upload process- Complete data insight requests- Data analysis
Jul 2019 - Present
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Roy Lai Email & Phone Number
Data Consultant
at
Intermedium
LinkedIn matched
✓ Verified July 2026
3 data sources
Profile completeness 100%
Current company
Role
Data Consultant
Location
Greater Sydney Area, Australia
Company size
Who is Roy Lai? Overview
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Quick answer
Roy Lai is listed as Data Consultant at Intermedium, a with 41 employees, based in Greater Sydney Area, Australia. AeroLeads shows a matched LinkedIn profile for Roy Lai.
Roy Lai previously worked as Student at General Assembly and Methodology Consultant at National Australia Bank. Roy Lai holds Data Science Immersive, Data Science from General Assembly Sydney.
Company email context
Email format at Intermedium
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Intermedium
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Profile bio
About Roy Lai
I am a data analyst with a background in Financial Advice Remediation and am looking to transition into data science. I would liken data science to a game where I am trying to find the 'optimal play', where I can explore the boundaries of the question at hand, dissect the available information and of course, find the optimal course of action. This balancing act with all its moving parts is what perks my interest in Data Science. I am looking forward to working for a company where I can continue to learn and in turn use these skills to help achieve their business objectives.
Listed skills include Superannuation.
Current workplace
Roy Lai's current company
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Intermedium
8 roles · 19 years
Roy Lai work experience
A career timeline built from the work history available for this profile.
Student
Projects: Insurance Risk Modelling - Understanding the level of risk a life insurance applicant represents through various (categorisation) modelling techniques. - Explored data set from different perspectives, experimenting with Linear Regression and Clustering models. - Focused not just on accuracy but on interpretation and potential business use such as time savings and consistency in decision making.Project: Data Science Jobs Modelling - Web scraping and cleaning information from seek.com with the purpose of analysing salaries through categorisation models. - Identifying different keywords (sought after skills and attributes) that differentiated different data related roles using NLP (TL-IDF)
Mar 2019 - Jun 2019
Methodology Consultant
- Assist in creating and implementing assessment methodology.- Creation of assessment tools (e.g. tool to calculate asset allocation, ongoing service assessment)- Assist with mail merge templates.- Providing training to assessment team.- Assist with queries from the assessment team.
Feb 2018 - Feb 2019
Assessment - Team Leader
- Team Management and Drive Results.- Projects - involvement in "Margin Lending" and "Reassessment" projects.- Liaising with Calculations Team.- Rework Workflow Management- Recruitment.
Mar 2017 - Mar 2018
Assessment Manager
- Case assessment and peer review of financial advice.- Pilot projects.- Continuous improvements.- Assist and liaise with legal team in finalising outcome letters for Customers.- Assist in management of assessment tools.
Apr 2015 - Mar 2017
Paraplanner / Administrator / Case Manager
Dmk Group
- Preparation of Statements of Advice.- Assist in medical underwriting and customer communication.- Client management including policy updates and premium dishonours.- Answering customer queries.- Creation of letter templates.
Jan 2013 - Mar 2014
Paraplanner
Sep 2010 - Jan 2013
Paraplanner
Patron Financial Advice
2008 - 2010
~2 yrs
Team & coworkers
Colleagues at Intermedium
Other employees you can reach at intermedium.com.au. View company contacts for 41 employees →
CJ
Celestino Jose
Colleague at IntermediumGuaiúba, Ceará, Brazil
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JG
Jose Gabriel
Colleague at IntermediumFortaleza, Ceará, Brazil
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AS
Antony Silva Costa
Colleague at IntermediumFortaleza, Ceará, Brazil
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DA
Diego Amâncio
Colleague at IntermediumPacatuba, Ceará, Brazil
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LB
Louise Barker
Colleague at IntermediumAustralia
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CS
Cameron Sinclair
Colleague at IntermediumSydney, New South Wales, Australia
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EZ
Elena Zlataru
Colleague at IntermediumGalaţi, Romania
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KR
Khalil Reda
Colleague at IntermediumGreater Sydney Area, Australia
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WN
Wescley Nascimento
Colleague at IntermediumMaracanaú, Ceará, Brazil
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PL
Peggy Li
Colleague at IntermediumLondon, England, United Kingdom
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Celestino Jose
Colleague at IntermediumGuaiúba, Ceará, Brazil
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JG
Jose Gabriel
Colleague at IntermediumFortaleza, Ceará, Brazil
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AS
Antony Silva Costa
Colleague at IntermediumFortaleza, Ceará, Brazil
View →
DA
Diego Amâncio
Colleague at IntermediumPacatuba, Ceará, Brazil
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LB
Louise Barker
Colleague at IntermediumAustralia
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CS
Cameron Sinclair
Colleague at IntermediumSydney, New South Wales, Australia
View →
EZ
Elena Zlataru
Colleague at IntermediumGalaţi, Romania
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KR
Khalil Reda
Colleague at IntermediumGreater Sydney Area, Australia
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WN
Wescley Nascimento
Colleague at IntermediumMaracanaú, Ceará, Brazil
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PL
Peggy Li
Colleague at IntermediumLondon, England, United Kingdom
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3 education records
Roy Lai education
Data Science Immersive, Data Science
Masters Of Applied Finance, Applied Finance
Bachelor'S Degree, Commerce (Actuarial Studies) / Science (Psychology)
FAQ
Frequently asked questions about Roy Lai
Quick answers generated from the profile data available on this page.
What company does Roy Lai work for?
Roy Lai works for Intermedium.
What is Roy Lai's role at Intermedium?
Roy Lai is listed as Data Consultant at Intermedium.
Where is Roy Lai based?
Roy Lai is based in Greater Sydney Area, Australia while working with Intermedium.
What companies has Roy Lai worked for?
Roy Lai has worked for Intermedium, General Assembly, National Australia Bank, Commonwealth Bank, and Dmk Group.
Who are Roy Lai's colleagues at Intermedium?
Roy Lai's colleagues at Intermedium include Celestino Jose, Jose Gabriel, Antony Silva Costa, Diego Amâncio, and Louise Barker.
How can I contact Roy Lai?
You can use AeroLeads to view verified contact signals for Roy Lai at Intermedium, including work email, phone, and LinkedIn data when available.
What schools did Roy Lai attend?
Roy Lai holds Data Science Immersive, Data Science from General Assembly Sydney.
What skills is Roy Lai known for?
Roy Lai is listed with skills including Superannuation.
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