Period
to

The median contractor rate for a Data Modeller was £625 per day in advertised job vacancies in London during the 6 months to 27 May 2022.

The first table below provides contractor rate benchmarking and summary statistics including a comparison to 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 Modeller
England > London
6 months to
27 May 2022
Same period 2021 Same period 2020
Rank 404 361 379
Rank change year-on-year -43 +18 +147
Contract jobs requiring a Data Modeller 179 114 43
As % of all contract jobs advertised in London 0.46% 0.46% 0.22%
As % of the Job Titles category 0.50% 0.50% 0.24%
Number of daily rates quoted 139 81 28
10th Percentile £496 £431 -
25th Percentile £528 £455 £413
Median daily rate (50th Percentile) £625 £575 £463
Median % change year-on-year +8.70% +24.32% -7.50%
75th Percentile £725 £738 £581
90th Percentile £750 £788 £647
England median daily rate £625 £600 £495
% change year-on-year +4.17% +21.21% -1.00%

The following table is for comparison with the above and includes summary statistics for all contract IT job vacancies advertised in London. Most job vacancies include a discernible job title that can be normalized. As such, the figures in the second row provide an indication of the number of contract jobs in our overall sample.

All Contract IT Job Vacancies
London
Contract vacancies in London with a recognized job title 36,150 22,843 18,199
% of contract IT jobs with a recognized job title 92.87% 92.76% 93.58%
Number of daily rates quoted 26,553 16,434 13,165
10th Percentile £375 £340 £306
25th Percentile £465 £425 £413
Median daily rate (50th Percentile) £575 £525 £505
Median % change year-on-year +9.52% +3.96% +1.00%
75th Percentile £688 £625 £610
90th Percentile £775 £713 £700
England median daily rate £525 £493 £475
% change year-on-year +6.60% +3.68% -
Number of hourly rates quoted 396 225 237
10th Percentile £16.00 £15.29 £13.73
25th Percentile £21.48 £20.50 £17.50
Median hourly rate £35.00 £32.00 £25.00
Median % change year-on-year +9.38% +28.00% +21.95%
75th Percentile £49.25 £52.75 £46.51
90th Percentile £65.00 £66.50 £56.20
England median hourly rate £22.50 £21.18 £19.00
% change year-on-year +6.26% +11.45% +2.70%

Data Modeller
Job Vacancy Trend in London

Job postings that featured Data Modeller in the job title as a proportion of all IT jobs advertised in London.

Job vacancy trend for Data Modeller in London

Data Modeller
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing Data Modeller in London.

Daily rate trend for Data Modeller in London

Data Modeller
Daily Rate Histogram in London

Daily rate distribution for jobs citing Data Modeller in London over the 6 months to 27 May 2022.

Daily rate histogram for Data Modeller in London

Data Modeller
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing Data Modeller in London.

Hourly rate trend for Data Modeller in London

Data Modeller
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Modeller within the London region over the 6 months to 27 May 2022. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
Central London -28 15 £594 +35.71% 2
East London - 5 £750 - 1
South London -20 1 £675 +8.00%
Data Modeller
England

Data Modeller Skill Set
Top 30 Co-occurring IT Skills in London

For the 6 months to 27 May 2022, Data Modeller contract jobs required 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 London region featuring Data Modeller in the job title.

1 178 (99.44%) Data Modelling
2 97 (54.19%) Finance
3 75 (41.90%) Physical Data Model
4 74 (41.34%) Logical Data Model
5 58 (32.40%) Data Warehouse
6 55 (30.73%) Social Skills
7 53 (29.61%) Data Analysis
8 51 (28.49%) Data Architecture
8 51 (28.49%) SQL
9 49 (27.37%) Metadata
10 47 (26.26%) ERwin
11 45 (25.14%) Conceptual Models
12 41 (22.91%) Agile
13 38 (21.23%) Analytics
14 37 (20.67%) ETL
15 35 (19.55%) Business Intelligence
15 35 (19.55%) Reference Data
16 34 (18.99%) Analytical Skills
16 34 (18.99%) Relational Database
17 32 (17.88%) Azure
18 31 (17.32%) Metadata Management
18 31 (17.32%) Big Data
19 30 (16.76%) Sparx
19 30 (16.76%) AWS
20 29 (16.20%) Data Governance
21 26 (14.53%) Microsoft
22 25 (13.97%) Public Sector
23 24 (13.41%) Banking
24 23 (12.85%) RDBMS
24 23 (12.85%) Oracle

Data Modeller Skill Set
Co-occurring IT Skills in London 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 12 (6.70%) Apache Spark
2 1 (0.56%) Confluence
2 1 (0.56%) Hyperledger
Applications
1 3 (1.68%) Microsoft Excel
Business Applications
1 17 (9.50%) Sparx Enterprise Architect
2 7 (3.91%) Oracle Financials
3 2 (1.12%) Avolution ABACUS
3 2 (1.12%) Sentinel
Cloud Services
1 32 (17.88%) Azure
2 30 (16.76%) AWS
3 20 (11.17%) Power Platform
4 17 (9.50%) Snowflake
5 11 (6.15%) AWS CloudFormation
5 11 (6.15%) GitHub
6 9 (5.03%) Collibra
7 8 (4.47%) GCP
8 7 (3.91%) dbt
9 1 (0.56%) Amazon Kinesis
9 1 (0.56%) Amazon S3
9 1 (0.56%) AWS Lambda
9 1 (0.56%) Azure Cosmos DB
9 1 (0.56%) Azure Stack
9 1 (0.56%) Fivetran
9 1 (0.56%) Serverless
Communications & Networking
1 1 (0.56%) FTP
Database & Business Intelligence
1 58 (32.40%) Data Warehouse
2 49 (27.37%) Metadata
3 34 (18.99%) Relational Database
4 31 (17.32%) Big Data
5 23 (12.85%) RDBMS
6 20 (11.17%) Power BI
6 20 (11.17%) Snowflake Schema
7 17 (9.50%) Data Lake
8 16 (8.94%) Data Vault
9 13 (7.26%) NoSQL
9 13 (7.26%) SQL Server
10 12 (6.70%) Metadata Repository
11 11 (6.15%) Delta Lake
11 11 (6.15%) PostgreSQL
11 11 (6.15%) SQL Server Integration Services
12 10 (5.59%) MongoDB
12 10 (5.59%) Pentaho
12 10 (5.59%) Qlik Sense
12 10 (5.59%) QlikView
13 9 (5.03%) ObjectStore
Development Applications
1 47 (26.26%) ERwin
2 16 (8.94%) ER Studio
3 12 (6.70%) Git (software)
4 11 (6.15%) Gradle
4 11 (6.15%) Jenkins
4 11 (6.15%) Maven
4 11 (6.15%) TeamCity
5 5 (2.79%) JIRA
6 2 (1.12%) PowerDesigner
7 1 (0.56%) Oracle Forms
7 1 (0.56%) Team Foundation Server
General
1 97 (54.19%) Finance
2 55 (30.73%) Social Skills
3 34 (18.99%) Analytical Skills
4 25 (13.97%) Public Sector
5 24 (13.41%) Banking
6 22 (12.29%) Electronics
6 22 (12.29%) Manufacturing
6 22 (12.29%) Marketing
6 22 (12.29%) Telecoms
7 8 (4.47%) Inclusion and Diversity
8 6 (3.35%) Presentation Skills
9 5 (2.79%) Back Office
9 5 (2.79%) Retail Banking
10 4 (2.23%) Retail
11 1 (0.56%) Advertising
11 1 (0.56%) Front Office
11 1 (0.56%) Law
11 1 (0.56%) Publishing
Libraries, Frameworks & Software Standards
1 20 (11.17%) Kafka
2 18 (10.06%) JSON
3 2 (1.12%) GraphQL
3 2 (1.12%) XML
4 1 (0.56%) .NET
4 1 (0.56%) OpenAPI
Miscellaneous
1 35 (19.55%) Reference Data
2 9 (5.03%) User Experience
3 6 (3.35%) Self-Motivation
3 6 (3.35%) Taxonomies
4 3 (1.68%) Data Structures
5 2 (1.12%) Management Information System
6 1 (0.56%) Blockchain
6 1 (0.56%) Cloud Native
6 1 (0.56%) Clustering
6 1 (0.56%) Data Centre
6 1 (0.56%) Data Protection Act
6 1 (0.56%) e-Learning
6 1 (0.56%) Foreign Exchange (FX)
6 1 (0.56%) Greenfield Project
6 1 (0.56%) Replication
6 1 (0.56%) Semantic Web
6 1 (0.56%) Social Media
Processes & Methodologies
1 178 (99.44%) Data Modelling
2 75 (41.90%) Physical Data Model
3 74 (41.34%) Logical Data Model
4 53 (29.61%) Data Analysis
5 51 (28.49%) Data Architecture
6 45 (25.14%) Conceptual Models
7 41 (22.91%) Agile
8 38 (21.23%) Analytics
9 37 (20.67%) ETL
10 35 (19.55%) Business Intelligence
11 31 (17.32%) Metadata Management
12 29 (16.20%) Data Governance
13 23 (12.85%) Actionable Insight
14 22 (12.29%) Digital Marketing
14 22 (12.29%) Programme Management
15 21 (11.73%) Migration
15 21 (11.73%) Reverse Engineering
16 20 (11.17%) DevOps
17 17 (9.50%) Data Integration
18 15 (8.38%) Data Management
Programming Languages
1 51 (28.49%) SQL
2 11 (6.15%) Java
2 11 (6.15%) Scala
2 11 (6.15%) T-SQL
3 1 (0.56%) C#
3 1 (0.56%) Data Analysis Expressions (DAX)
3 1 (0.56%) LookML
3 1 (0.56%) Python
3 1 (0.56%) SHACL
3 1 (0.56%) SPARQL
3 1 (0.56%) VB.NET
Qualifications
1 3 (1.68%) SC Cleared
1 3 (1.68%) Security Cleared
2 2 (1.12%) ACCA
2 2 (1.12%) CIMA
3 1 (0.56%) CSPO
3 1 (0.56%) Degree
Quality Assurance & Compliance
1 20 (11.17%) Data Quality
2 9 (5.03%) Accessibility
2 9 (5.03%) IFRS
2 9 (5.03%) IFRS 17
3 3 (1.68%) Solvency II
4 1 (0.56%) PMO
4 1 (0.56%) QA
System Software
1 11 (6.15%) Docker
2 1 (0.56%) HDFS
Systems Management
1 11 (6.15%) Kubernetes
1 11 (6.15%) Terraform
Vendors
1 30 (16.76%) Sparx
2 26 (14.53%) Microsoft
3 23 (12.85%) Oracle
4 22 (12.29%) SAP
5 14 (7.82%) Workday
6 12 (6.70%) Databricks
7 11 (6.15%) Informatica
8 7 (3.91%) Remedy
9 6 (3.35%) Google
9 6 (3.35%) IBM
10 3 (1.68%) Teradata
11 2 (1.12%) Embarcadero
11 2 (1.12%) PeopleSoft
11 2 (1.12%) Talend
12 1 (0.56%) MicroStrategy
12 1 (0.56%) Refinitiv
12 1 (0.56%) Salesforce.com
12 1 (0.56%) StreamSets