Period
to 16 September 2019

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 16 September 2019 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
16 Sep 2019
Same period 2018 Same period 2017
Rank 726 806 742
Rank change year-on-year +80 -64 +39
Contract jobs citing Data Mart 68 47 99
As % of all contract IT jobs advertised in England 0.084% 0.051% 0.11%
As % of the Database & Business Intelligence category 0.38% 0.22% 0.49%
Number of daily rates quoted 36 27 67
England median daily rate £488 £500 £475
Median daily rate % change year-on-year -2.50% +5.26% -5.00%
10th Percentile £411 £413 £367
90th Percentile £713 £718 £768
UK median daily rate £500 £500 £475
% change year-on-year - +5.26% -5.00%
Number of hourly rates quoted 5 0 3
England median hourly rate £72.50 - £62.50
10th Percentile £71.25 - £53.25
90th Percentile £73.75 - £65.15
UK median hourly rate £72.50 - £62.50

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 17,707 21,254 20,203
As % of all contract IT jobs advertised in England 21.81% 22.96% 22.46%
Number of daily rates quoted 12,192 15,019 13,621
England median daily rate £480 £475 £450
Median daily rate % change year-on-year +1.05% +5.56% +5.88%
10th Percentile £325 £313 £305
90th Percentile £656 £638 £625
UK median daily rate £475 £475 £450
% change year-on-year - +5.56% +5.88%
Number of hourly rates quoted 228 224 255
England median hourly rate £35.00 £30.00 £29.50
Median hourly rate % change year-on-year +16.67% +1.69% +1.68%
10th Percentile £13.62 £14.00 £12.00
90th Percentile £60.00 £56.00 £52.50
UK median hourly rate £35.00 £29.75 £29.50
% change year-on-year +17.65% +0.85% -0.08%

Data Mart
Job Vacancy Trend in England

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

Job vacancy trend for Data Mart in England

Data Mart
Contractor Daily Rate Trend in England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Data Mart in England.

Contractor daily rate trend for Data Mart in England

Data Mart
Contractor Daily Rate Histogram in England

The daily rate distribution of IT jobs citing Data Mart in England over the 6 months to 16 September 2019.

Contractor daily rate histogram for Data Mart in England

Data Mart
Contractor Hourly Rate Trend in England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Data Mart in England.

Contractor 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 16 September 2019. 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 +54 29 £538 -9.47% 6
South East +50 29 £475 -5.00% 5
Midlands +25 6 £425 +6.25% 1
East Midlands +14 6 £425 - 1
East of England +18 4 £425 -1.45%
Data Mart
UK

For the 6 months to 16 September 2019, 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 57 (83.82%) Data Warehouse
2 46 (67.65%) Business Intelligence
3 40 (58.82%) ETL
4 37 (54.41%) SQL
4 37 (54.41%) SQL Server Integration Services
4 37 (54.41%) Power BI
4 37 (54.41%) Data Lake
4 37 (54.41%) Power Platform
5 28 (41.18%) Data Modelling
6 27 (39.71%) Azure
7 26 (38.24%) Microsoft
8 23 (33.82%) SC Cleared
8 23 (33.82%) Security Cleared
8 23 (33.82%) Machine Learning
8 23 (33.82%) Serverless
9 22 (32.35%) Data Integration
10 21 (30.88%) Data Governance
10 21 (30.88%) Data Quality
11 19 (27.94%) Databricks
11 19 (27.94%) Master Data Management
12 18 (26.47%) DevOps
12 18 (26.47%) Logical Data Model
12 18 (26.47%) PaaS
12 18 (26.47%) SOAP
13 16 (23.53%) Quality Management
13 16 (23.53%) Information Management
13 16 (23.53%) REST
13 16 (23.53%) High Availability
13 16 (23.53%) SaaS
13 16 (23.53%) Data Stewardship

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 4 (5.88%) Apache Solr
1 4 (5.88%) Apache Spark
1 4 (5.88%) Confluence
2 2 (2.94%) SharePoint
Business Applications
1 2 (2.94%) NetSuite
2 1 (1.47%) Beauchamp
2 1 (1.47%) Infor CRM
2 1 (1.47%) LongView
2 1 (1.47%) PolarLake
Cloud Services
1 37 (54.41%) Power Platform
2 27 (39.71%) Azure
3 23 (33.82%) Serverless
4 18 (26.47%) PaaS
5 16 (23.53%) IaaS
5 16 (23.53%) iPaaS
5 16 (23.53%) SaaS
6 12 (17.65%) AWS
7 6 (8.82%) Azure Data Factory
8 4 (5.88%) AWS Lambda
8 4 (5.88%) GCP
9 3 (4.41%) Azure Functions
10 2 (2.94%) Azure Stack
10 2 (2.94%) Office 365
11 1 (1.47%) Amazon EMR
11 1 (1.47%) Amazon S3
Communications & Networking
1 1 (1.47%) SMS
Database & Business Intelligence
1 57 (83.82%) Data Warehouse
2 37 (54.41%) Data Lake
2 37 (54.41%) Power BI
2 37 (54.41%) SQL Server Integration Services
3 16 (23.53%) Cosmos DB
4 14 (20.59%) SQL Server
5 12 (17.65%) Relational Database
6 10 (14.71%) Hadoop
7 8 (11.76%) Big Data
8 7 (10.29%) SQL Server 2012
8 7 (10.29%) SQL Server Analysis Services
9 6 (8.82%) Amazon Athena
9 6 (8.82%) Amazon Redshift
9 6 (8.82%) Spotfire
10 5 (7.35%) Apache Hive
10 5 (7.35%) Azure SQL Data Warehouse
10 5 (7.35%) Azure SQL Database
10 5 (7.35%) HBase
10 5 (7.35%) Qlik Sense
10 5 (7.35%) RDBMS
Development Applications
1 9 (13.24%) Git (software)
2 6 (8.82%) JIRA
3 2 (2.94%) Team Foundation Server
3 2 (2.94%) Visual Studio Team System
4 1 (1.47%) Ant
4 1 (1.47%) Buildbot
4 1 (1.47%) Jenkins
4 1 (1.47%) Maven
4 1 (1.47%) TeamCity
General
1 9 (13.24%) Finance
2 7 (10.29%) Telecoms
3 5 (7.35%) Banking
4 4 (5.88%) Front Office
4 4 (5.88%) Marketing
5 3 (4.41%) Electronics
5 3 (4.41%) Investment Banking
5 3 (4.41%) Manufacturing
5 3 (4.41%) Public Sector
5 3 (4.41%) Retail
6 1 (1.47%) Back Office
6 1 (1.47%) Multimedia
Job Titles
1 28 (41.18%) Developer
2 23 (33.82%) Architect
3 15 (22.06%) Integration Architect
4 12 (17.65%) Data Architect
5 11 (16.18%) ETL Developer
6 8 (11.76%) SQL Developer
7 6 (8.82%) Analyst
7 6 (8.82%) Azure Architect
8 5 (7.35%) Business Intelligence Developer
8 5 (7.35%) Data Analyst
9 4 (5.88%) Business Intelligence Architect
9 4 (5.88%) Consultant
9 4 (5.88%) Data Warehouse Developer
9 4 (5.88%) SQL BI Architect
10 3 (4.41%) Azure Engineer
10 3 (4.41%) Data Engineer
10 3 (4.41%) Senior Developer
11 2 (2.94%) Designer
11 2 (2.94%) Report Developer
11 2 (2.94%) Solutions Architect
Libraries, Frameworks & Software Standards
1 18 (26.47%) SOAP
2 16 (23.53%) REST
3 12 (17.65%) XML
4 9 (13.24%) JSON
5 8 (11.76%) Kafka
6 7 (10.29%) .NET
7 4 (5.88%) JDBC
7 4 (5.88%) Natural Language Processing
7 4 (5.88%) Web Services
8 3 (4.41%) Murex MxML
9 2 (2.94%) Apache Avro
9 2 (2.94%) Backbone.js
9 2 (2.94%) Node.js
9 2 (2.94%) Swagger
Miscellaneous
1 12 (17.65%) Management Information System
2 10 (14.71%) Private Cloud
3 7 (10.29%) Data Structures
4 4 (5.88%) Foreign Exchange (FX)
5 3 (4.41%) Reference Data
6 1 (1.47%) Analytical Skills
6 1 (1.47%) Derivative
6 1 (1.47%) Equities
6 1 (1.47%) Fixed Income
6 1 (1.47%) Hedge funds
6 1 (1.47%) Self-Motivation
6 1 (1.47%) Social Media
Operating Systems
1 2 (2.94%) Unix
Processes & Methodologies
1 46 (67.65%) Business Intelligence
2 40 (58.82%) ETL
3 28 (41.18%) Data Modelling
4 23 (33.82%) Machine Learning
5 22 (32.35%) Data Integration
6 21 (30.88%) Data Governance
7 19 (27.94%) Master Data Management
8 18 (26.47%) DevOps
8 18 (26.47%) Logical Data Model
9 16 (23.53%) API Design
9 16 (23.53%) Data Stewardship
9 16 (23.53%) High Availability
9 16 (23.53%) Information Management
9 16 (23.53%) Quality Management
10 13 (19.12%) Computer Science
11 12 (17.65%) Agile Software Development
11 12 (17.65%) Information Security
12 10 (14.71%) Analytics
12 10 (14.71%) Kimball Methodology
13 9 (13.24%) Dimensional Modelling
Programming Languages
1 37 (54.41%) SQL
2 9 (13.24%) T-SQL
3 7 (10.29%) C#
4 5 (7.35%) Python
5 3 (4.41%) Java
6 2 (2.94%) Data Analysis Expressions (DAX)
6 2 (2.94%) PL/SQL
6 2 (2.94%) Scala
7 1 (1.47%) Bash Shell
7 1 (1.47%) R
7 1 (1.47%) Shell Script
Qualifications
1 23 (33.82%) SC Cleared
1 23 (33.82%) Security Cleared
2 13 (19.12%) Degree
3 1 (1.47%) CCA
Quality Assurance & Compliance
1 21 (30.88%) Data Quality
2 2 (2.94%) GDPR
2 2 (2.94%) QA
System Software
1 5 (7.35%) HDFS
2 4 (5.88%) Apache Flume
Vendors
1 26 (38.24%) Microsoft
2 19 (27.94%) Databricks
3 10 (14.71%) Oracle
4 9 (13.24%) SAP
5 8 (11.76%) Informatica
6 6 (8.82%) Tableau
7 5 (7.35%) Talend
8 4 (5.88%) Google
9 3 (4.41%) Murex
10 2 (2.94%) Charles River
10 2 (2.94%) Linedata
10 2 (2.94%) Salesforce.com
11 1 (1.47%) Bloomberg
11 1 (1.47%) Cadence
11 1 (1.47%) Dialogic
11 1 (1.47%) Epiphany
11 1 (1.47%) Genesys
11 1 (1.47%) Infor