Period
to 25 October 2020

The following table provides summary statistics for contract job vacancies advertised in Bristol with a requirement for Data Modelling skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Modelling over the 6 months to 25 October 2020 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Data Modelling
South West > Bristol
6 months to
25 Oct 2020
Same period 2019 Same period 2018
Rank 25 69 80
Rank change year-on-year +44 +11 -20
Contract jobs citing Data Modelling 31 48 43
As % of all contract jobs advertised in Bristol 5.54% 2.51% 2.06%
As % of the Processes & Methodologies category 6.68% 2.98% 2.42%
Number of daily rates quoted 24 38 35
Median daily rate £471 £425 £433
Median daily rate % change year-on-year +10.88% -1.73% -1.14%
10th Percentile £375 £388 £330
90th Percentile £575 £594 £575
South West median daily rate £494 £475 £500
% change year-on-year +3.95% -5.00% +11.11%
Number of hourly rates quoted 4 1 0
Median hourly rate £35.00 £40.00 -
Median hourly rate % change year-on-year -12.50% - -
South West median hourly rate £35.00 £35.00 -

Data Modelling is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Contract vacancies with a requirement for process or methodology skills 464 1,613 1,779
As % of all contract IT jobs advertised in Bristol 82.86% 84.23% 85.04%
Number of daily rates quoted 288 1,045 1,193
Median daily rate £425 £425 £408
Median daily rate % change year-on-year - +4.29% +8.67%
10th Percentile £280 £288 £275
90th Percentile £600 £600 £538
South West median daily rate £457 £450 £425
% change year-on-year +1.49% +5.88% +6.58%
Number of hourly rates quoted 28 64 59
Median hourly rate £35.00 £35.00 £41.00
Median hourly rate % change year-on-year - -14.63% +54.72%
10th Percentile £16.11 £13.55 £14.58
90th Percentile £55.00 £52.50 £67.75
Median hourly rate £35.00 £42.00 £41.53
% change year-on-year -16.67% +1.13% +18.66%

Data Modelling
Job Vacancy Trend in Bristol

Job postings citing Data Modelling as a proportion of all IT jobs advertised in Bristol.

Job vacancy trend for Data Modelling in Bristol

Data Modelling
Contractor Daily Rate Trend in Bristol

3-month moving average daily rate quoted in jobs citing Data Modelling in Bristol.

Daily rate trend for Data Modelling in Bristol

Data Modelling
Daily Rate Histogram in Bristol

Daily rate distribution for jobs citing Data Modelling in Bristol over the 6 months to 25 October 2020.

Daily rate histogram for Data Modelling in Bristol

Data Modelling
Contractor Hourly Rate Trend in Bristol

3-month moving average hourly rates quoted in jobs citing Data Modelling in Bristol.

Hourly rate trend for Data Modelling in Bristol

For the 6 months to 25 October 2020, IT contractor jobs citing Data Modelling also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all contract job ads across the Bristol region with a requirement for Data Modelling.

1 14 (45.16%) Security Cleared
2 13 (41.94%) SC Cleared
3 10 (32.26%) Data Architecture
4 7 (22.58%) Public Sector
5 6 (19.35%) Business Intelligence
5 6 (19.35%) SQL
5 6 (19.35%) Oracle
5 6 (19.35%) Telecoms
5 6 (19.35%) Agile Software Development
5 6 (19.35%) Analytical Skills
6 5 (16.13%) Analytics
6 5 (16.13%) Oracle Database
6 5 (16.13%) Oracle APEX
6 5 (16.13%) Data Governance
6 5 (16.13%) Stakeholder Management
6 5 (16.13%) Oracle Payroll
6 5 (16.13%) Oracle EBS
6 5 (16.13%) Unix
6 5 (16.13%) Oracle Forms
6 5 (16.13%) Toad
6 5 (16.13%) Oracle Discoverer
7 4 (12.90%) B2B
7 4 (12.90%) B2C
7 4 (12.90%) SAP
7 4 (12.90%) Finance
7 4 (12.90%) Data Analysis
7 4 (12.90%) Metadata Management
7 4 (12.90%) Physical Data Model
7 4 (12.90%) Power BI
7 4 (12.90%) Power Platform

Data Modelling
Co-occurring IT Skills in Bristol by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 2 (6.45%) Apache Spark
2 1 (3.23%) IBM Domino
Applications
1 2 (6.45%) Microsoft Excel
2 1 (3.23%) Microsoft PowerPoint
2 1 (3.23%) MS Visio
Business Applications
1 5 (16.13%) Oracle EBS
1 5 (16.13%) Oracle Payroll
2 2 (6.45%) Sparx Enterprise Architect
3 1 (3.23%) Dynamics CRM
Cloud Services
1 4 (12.90%) Power Platform
2 3 (9.68%) Azure
3 1 (3.23%) Dynamics 365
Communications & Networking
1 2 (6.45%) Radio Access Network
2 1 (3.23%) Broadband
Database & Business Intelligence
1 5 (16.13%) Oracle Database
1 5 (16.13%) Oracle Discoverer
2 4 (12.90%) Power BI
3 3 (9.68%) Big Data
4 2 (6.45%) Apache Hive
4 2 (6.45%) Hadoop
4 2 (6.45%) Impala
4 2 (6.45%) Relational Database
5 1 (3.23%) Data Lake
5 1 (3.23%) Data Warehouse
5 1 (3.23%) GIS
5 1 (3.23%) Spatial Data
5 1 (3.23%) SQL Server
Development Applications
1 5 (16.13%) Oracle APEX
1 5 (16.13%) Oracle Forms
1 5 (16.13%) Toad
2 1 (3.23%) ERwin
2 1 (3.23%) RStudio
General
1 7 (22.58%) Public Sector
2 6 (19.35%) Telecoms
3 4 (12.90%) Finance
4 3 (9.68%) Electronics
4 3 (9.68%) Manufacturing
4 3 (9.68%) Marketing
Job Titles
1 12 (38.71%) Architect
1 12 (38.71%) Data Architect
2 7 (22.58%) Consultant
3 4 (12.90%) Analyst
3 4 (12.90%) Data Modeller
3 4 (12.90%) Senior Architect
3 4 (12.90%) Senior Data Architect
4 3 (9.68%) Oracle Consultant
4 3 (9.68%) Oracle Payroll Consultant
4 3 (9.68%) Payroll Consultant
4 3 (9.68%) Power BI Consultant
5 2 (6.45%) Administrator
5 2 (6.45%) Big Data Engineer
5 2 (6.45%) Business Analyst
5 2 (6.45%) Data Analyst
5 2 (6.45%) Data Engineer
5 2 (6.45%) Hadoop Engineer
5 2 (6.45%) Network Specialist
6 1 (3.23%) Developer
6 1 (3.23%) Process Analyst
Libraries, Frameworks & Software Standards
1 1 (3.23%) .NET
1 1 (3.23%) ASP.NET Web API
1 1 (3.23%) Shiny
Miscellaneous
1 6 (19.35%) Analytical Skills
2 2 (6.45%) Reference Data
3 1 (3.23%) Data Structures
Operating Systems
1 5 (16.13%) Unix
Processes & Methodologies
1 10 (32.26%) Data Architecture
2 6 (19.35%) Agile Software Development
2 6 (19.35%) Business Intelligence
3 5 (16.13%) Analytics
3 5 (16.13%) Data Governance
3 5 (16.13%) Stakeholder Management
4 4 (12.90%) B2B
4 4 (12.90%) B2C
4 4 (12.90%) Data Analysis
4 4 (12.90%) Metadata Management
4 4 (12.90%) Physical Data Model
5 3 (9.68%) Business Analysis
5 3 (9.68%) Digital Marketing
5 3 (9.68%) Programme Management
6 2 (6.45%) Data Engineering
6 2 (6.45%) Data Munging
6 2 (6.45%) ETL
6 2 (6.45%) Performance Management
6 2 (6.45%) Statistical Analysis
6 2 (6.45%) Strategic Planning
Programming Languages
1 6 (19.35%) SQL
2 3 (9.68%) Python
3 2 (6.45%) C
3 2 (6.45%) Scala
4 1 (3.23%) R
Qualifications
1 14 (45.16%) Security Cleared
2 13 (41.94%) SC Cleared
3 3 (9.68%) DBS Check
Quality Assurance & Compliance
1 1 (3.23%) Data Quality
1 1 (3.23%) QA
System Software
1 2 (6.45%) HDFS
Vendors
1 6 (19.35%) Oracle
2 4 (12.90%) SAP
3 3 (9.68%) Sparx
4 2 (6.45%) Cloudera
4 2 (6.45%) Remedy
4 2 (6.45%) ServiceNow
5 1 (3.23%) Ariba
5 1 (3.23%) BT