Period
to 6 June 2020

The following table provides summary statistics for contract job vacancies advertised in England with a requirement for Data Mart skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Mart over the 6 months to 6 June 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 Mart
UK > England
6 months to
6 Jun 2020
Same period 2019 Same period 2018
Rank 540 768 791
Rank change year-on-year +228 +23 -85
Contract jobs citing Data Mart 32 44 62
As % of all contract jobs advertised in England 0.080% 0.053% 0.068%
As % of the Database & Business Intelligence category 0.37% 0.24% 0.30%
Number of daily rates quoted 24 30 44
Median daily rate £444 £456 £470
Median daily rate % change year-on-year -2.74% -2.93% -10.48%
10th Percentile £291 £402 £407
90th Percentile £675 £675 £610
UK median daily rate £450 £456 £470
% change year-on-year -1.37% -2.93% -6.00%
Number of hourly rates quoted 1 1 0
Median hourly rate £35.00 £72.50 -
Median hourly rate % change year-on-year -51.72% - -
UK median hourly rate £35.00 £72.50 -
% change year-on-year -51.72% - -

Data Mart is in the Databases and Business Intelligence category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
England
Contract vacancies with a requirement for database or business intelligence skills 8,646 18,613 20,756
As % of all contract IT jobs advertised in England 21.63% 22.48% 22.62%
Number of daily rates quoted 5,741 12,875 14,550
Median daily rate £500 £485 £475
Median daily rate % change year-on-year +3.09% +2.11% +5.56%
10th Percentile £328 £325 £313
90th Percentile £688 £650 £638
UK median daily rate £495 £475 £470
% change year-on-year +4.21% +1.06% +7.43%
Number of hourly rates quoted 171 226 219
Median hourly rate £35.00 £35.00 £34.00
Median hourly rate % change year-on-year - +2.94% +14.64%
10th Percentile £15.94 £14.36 £14.00
90th Percentile £53.00 £57.50 £53.55
Median hourly rate £35.00 £35.00 £35.00

Data Mart
Job Vacancy Trend in England

Job postings citing Data Mart as a proportion of all IT jobs advertised in England.

Job vacancy trend for Data Mart in England

Data Mart
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing Data Mart in England.

Daily rate trend for Data Mart in England

Data Mart
Daily Rate Histogram in England

Daily rate distribution for jobs citing Data Mart in England over the 6 months to 6 June 2020.

Daily rate histogram for Data Mart in England

Data Mart
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing Data Mart in England.

Hourly rate trend for Data Mart in England

Data Mart
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Mart within the England region over the 6 months to 6 June 2020. 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
Job
Vacancies
London +174 16 £463 -2.63%
East of England +70 10 £425 -
North of England +94 3 £650 -
South East +125 2 £525 +10.53%
North East +31 2 £650 -
South West - 1 £375 -
Yorkshire - 1 - -
Data Mart
UK

For the 6 months to 6 June 2020, IT contractor jobs citing Data Mart 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 England region with a requirement for Data Mart.

1 24 (75.00%) SQL
2 21 (65.63%) Data Warehouse
3 16 (50.00%) Business Intelligence
4 15 (46.88%) Agile Software Development
5 14 (43.75%) ETL
6 13 (40.63%) Data Analysis
7 12 (37.50%) Data Modelling
8 11 (34.38%) Visualisation
9 10 (31.25%) Azure
9 10 (31.25%) SQL Server Integration Services
9 10 (31.25%) Data Lake
10 9 (28.13%) Data Science
10 9 (28.13%) Data Visualisation
11 8 (25.00%) Oracle
11 8 (25.00%) SQL Server
12 7 (21.88%) Data Architecture
12 7 (21.88%) Dimensional Modelling
12 7 (21.88%) Power Platform
12 7 (21.88%) Azure SQL Data Warehouse
12 7 (21.88%) Amazon Athena
12 7 (21.88%) Power BI
13 6 (18.75%) Kimball Methodology
13 6 (18.75%) Analytics
13 6 (18.75%) Amazon Redshift
13 6 (18.75%) Data Integration
13 6 (18.75%) AWS
13 6 (18.75%) Hadoop
14 5 (15.63%) Validation
14 5 (15.63%) T-SQL
14 5 (15.63%) SAP

Data Mart
Co-occurring IT Skills in England 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 3 (9.38%) Apache
1 3 (9.38%) Apache Spark
2 2 (6.25%) Confluence
Applications
1 3 (9.38%) Microsoft Excel
2 1 (3.13%) Spreadsheet
Business Applications
1 1 (3.13%) Markit EDM
1 1 (3.13%) PolarLake
Cloud Services
1 10 (31.25%) Azure
2 7 (21.88%) Power Platform
3 6 (18.75%) AWS
4 5 (15.63%) Azure Data Factory
4 5 (15.63%) Azure Functions
4 5 (15.63%) Serverless
5 4 (12.50%) Amazon EMR
5 4 (12.50%) Amazon S3
6 3 (9.38%) Amazon Glacier
6 3 (9.38%) Amazon SageMaker
6 3 (9.38%) GCP
Database & Business Intelligence
1 21 (65.63%) Data Warehouse
2 10 (31.25%) Data Lake
2 10 (31.25%) SQL Server Integration Services
3 8 (25.00%) SQL Server
4 7 (21.88%) Amazon Athena
4 7 (21.88%) Azure SQL Data Warehouse
4 7 (21.88%) Power BI
5 6 (18.75%) Amazon Redshift
5 6 (18.75%) Hadoop
6 5 (15.63%) Azure SQL Database
6 5 (15.63%) Big Data
6 5 (15.63%) Relational Database
6 5 (15.63%) SQL Server Analysis Services
7 4 (12.50%) Amazon DynamoDB
7 4 (12.50%) Amazon RDS
7 4 (12.50%) BusinessObjects
7 4 (12.50%) NoSQL
7 4 (12.50%) SQL Server Reporting Services
8 3 (9.38%) PostgreSQL
8 3 (9.38%) Snowflake Schema
Development Applications
1 4 (12.50%) JIRA
2 1 (3.13%) Git (software)
2 1 (3.13%) SQL Server Management Studio (SSMS)
2 1 (3.13%) Team Foundation Server
2 1 (3.13%) Toad
General
1 4 (12.50%) Public Sector
2 3 (9.38%) Finance
3 2 (6.25%) Front Office
3 2 (6.25%) Local Government
4 1 (3.13%) Aerospace
4 1 (3.13%) Automotive
4 1 (3.13%) Back Office
4 1 (3.13%) Banking
4 1 (3.13%) Investment Banking
4 1 (3.13%) Manufacturing
4 1 (3.13%) Marketing
4 1 (3.13%) Publishing
Job Titles
1 11 (34.38%) Analyst
1 11 (34.38%) Developer
2 6 (18.75%) Azure Engineer
2 6 (18.75%) Data Analyst
3 5 (15.63%) Business Analyst
4 4 (12.50%) Tableau Developer
5 3 (9.38%) Analyst Developer
5 3 (9.38%) Architect
5 3 (9.38%) Business Developer
5 3 (9.38%) Data Architect
5 3 (9.38%) Senior Developer
5 3 (9.38%) SQL Developer
6 2 (6.25%) Business Intelligence Developer
6 2 (6.25%) Cloud Architect
6 2 (6.25%) Front Office Business Analyst
6 2 (6.25%) IT Analyst
6 2 (6.25%) Murex Analyst
6 2 (6.25%) Murex Business Analyst
6 2 (6.25%) Senior Analyst
6 2 (6.25%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 2 (6.25%) JDBC
1 2 (6.25%) Kafka
1 2 (6.25%) XML
2 1 (3.13%) .NET
2 1 (3.13%) Oracle Fusion
Miscellaneous
1 3 (9.38%) Data Centre
1 3 (9.38%) NHS
1 3 (9.38%) Public Cloud
2 2 (6.25%) Analytical Skills
2 2 (6.25%) Greenfield Project
2 2 (6.25%) Market Risk
2 2 (6.25%) Taxonomies
3 1 (3.13%) Derivative
3 1 (3.13%) Equities
3 1 (3.13%) Fixed Income
3 1 (3.13%) Foreign Exchange (FX)
3 1 (3.13%) Reference Data
3 1 (3.13%) Tandem
Processes & Methodologies
1 16 (50.00%) Business Intelligence
2 15 (46.88%) Agile Software Development
3 14 (43.75%) ETL
4 13 (40.63%) Data Analysis
5 12 (37.50%) Data Modelling
6 11 (34.38%) Visualisation
7 9 (28.13%) Data Science
7 9 (28.13%) Data Visualisation
8 7 (21.88%) Data Architecture
8 7 (21.88%) Dimensional Modelling
9 6 (18.75%) Analytics
9 6 (18.75%) Data Integration
9 6 (18.75%) Kimball Methodology
10 5 (15.63%) Data Management
10 5 (15.63%) Data Mapping
10 5 (15.63%) Logical Data Model
10 5 (15.63%) Physical Data Model
10 5 (15.63%) Validation
11 4 (12.50%) Data Security
11 4 (12.50%) Data Validation
Programming Languages
1 24 (75.00%) SQL
2 5 (15.63%) T-SQL
3 3 (9.38%) VBA
4 2 (6.25%) Python
4 2 (6.25%) R
5 1 (3.13%) C#
5 1 (3.13%) PL/SQL
Qualifications
1 4 (12.50%) Security Cleared
2 3 (9.38%) SC Cleared
3 1 (3.13%) Computer Science Degree
3 1 (3.13%) Degree
Quality Assurance & Compliance
1 3 (9.38%) Data Quality
2 2 (6.25%) QA
System Software
1 2 (6.25%) Apache Flume
2 1 (3.13%) Virtual Machines
Systems Management
1 1 (3.13%) HP ALM
Vendors
1 8 (25.00%) Oracle
2 5 (15.63%) Databricks
2 5 (15.63%) SAP
2 5 (15.63%) Tableau
3 3 (9.38%) Microsoft
4 2 (6.25%) Murex
5 1 (3.13%) Bloomberg
5 1 (3.13%) CA Agile Central
5 1 (3.13%) HP
5 1 (3.13%) Talend