Period
to 6 April 2020

The following table provides summary statistics for contract job vacancies advertised in the South East with a requirement for Data Warehouse skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Warehouse over the 6 months to 6 April 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 Warehousing
England > South East
6 months to
6 Apr 2020
Same period 2019 Same period 2018
Rank 89 125 152
Rank change year-on-year +36 +27 -34
Contract jobs citing Data Warehouse 222 319 271
As % of all contract jobs advertised in the South East 2.29% 2.03% 1.61%
As % of the Database & Business Intelligence category 11.89% 9.92% 7.88%
Number of daily rates quoted 153 199 226
Median daily rate £475 £475 £425
Median daily rate % change year-on-year - +11.76% -
10th Percentile £321 £348 £313
90th Percentile £688 £675 £550
England median daily rate £475 £465 £450
% change year-on-year +2.15% +3.33% +2.27%
Number of hourly rates quoted 2 0 2
Median hourly rate £45.25 - £38.25
10th Percentile £23.63 - £23.28
90th Percentile £66.68 - £51.83
England median hourly rate £38.50 £17.91 £26.50
% change year-on-year +114.99% -32.42% -30.94%

Data Warehouse 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 the South East with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
South East
Contract vacancies with a requirement for database or business intelligence skills 1,867 3,217 3,441
As % of all contract IT jobs advertised in the South East 19.26% 20.44% 20.47%
Number of daily rates quoted 1,170 2,039 2,110
Median daily rate £463 £450 £438
Median daily rate % change year-on-year +2.78% +2.86% +6.71%
10th Percentile £313 £313 £300
90th Percentile £610 £606 £575
England median daily rate £488 £488 £475
% change year-on-year - +2.63% +5.56%
Number of hourly rates quoted 41 46 45
Median hourly rate £31.50 £45.64 £43.50
Median hourly rate % change year-on-year -30.97% +4.91% +167.69%
10th Percentile £17.00 £21.83 £13.95
90th Percentile £73.75 £57.50 £51.50
Median hourly rate £35.00 £35.00 £32.50
% change year-on-year - +7.69% +18.18%

Data Warehouse
Job Vacancy Trend in the South East

Job postings citing Data Warehouse as a proportion of all IT jobs advertised in the South East.

Job vacancy trend for Data Warehouse in the South East

Data Warehouse
Contractor Daily Rate Trend in the South East

3-month moving average daily rate quoted in jobs citing Data Warehouse in the South East.

Daily rate trend for Data Warehouse in the South East

Data Warehouse
Daily Rate Histogram in the South East

Daily rate distribution for jobs citing Data Warehouse in the South East over the 6 months to 6 April 2020.

Daily rate histogram for Data Warehouse in the South East

Data Warehouse
Contractor Hourly Rate Trend in the South East

3-month moving average hourly rates quoted in jobs citing Data Warehouse in the South East.

Hourly rate trend for Data Warehouse in the South East

Data Warehouse
Hourly Rate Histogram in the South East

Hourly rate distribution of jobs citing Data Warehouse in the South East over the 6 months to 6 April 2020.

Hourly rate histogram for Data Warehouse in the South East

Data Warehouse
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Warehouse within the South East region over the 6 months to 6 April 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
Thames Valley +15 71 £475 -5.00% 17
Hampshire +47 59 £515 +8.42% 4
Berkshire +28 53 £475 - 14
Surrey +38 41 £475 +21.79% 5
Kent +22 17 £378 -2.58% 1
East Sussex +10 16 £538 +13.16% 3
Buckinghamshire +2 15 £400 -33.33%
Sussex -1 7 £488 -2.50%
West Sussex +8 5 £433 +5.49% 3
Oxfordshire +6 3 £469 -21.88% 3
Data Warehouse
England

For the 6 months to 6 April 2020, IT contractor jobs citing Data Warehouse 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 South East region with a requirement for Data Warehouse.

1 143 (64.41%) SQL
2 115 (51.80%) Business Intelligence
3 94 (42.34%) ETL
4 85 (38.29%) Agile Software Development
5 66 (29.73%) Data Modelling
6 62 (27.93%) Azure
6 62 (27.93%) Power BI
6 62 (27.93%) Power Platform
7 60 (27.03%) Analytics
8 55 (24.77%) SQL Server Integration Services
9 51 (22.97%) Oracle
10 50 (22.52%) Data Lake
11 44 (19.82%) Big Data
11 44 (19.82%) Python
12 42 (18.92%) Security Cleared
13 41 (18.47%) Microsoft
14 40 (18.02%) SC Cleared
15 39 (17.57%) SQL Server
16 38 (17.12%) T-SQL
17 31 (13.96%) Migration
17 31 (13.96%) Analytical Skills
18 30 (13.51%) SQL Server Reporting Services
19 29 (13.06%) Test Automation
20 27 (12.16%) AWS
21 26 (11.71%) Tableau
22 25 (11.26%) Project Management
23 24 (10.81%) Azure SQL Data Warehouse
24 23 (10.36%) Data Structures
24 23 (10.36%) Relational Database
24 23 (10.36%) Finance

Data Warehouse
Co-occurring IT Skills in the South East 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 13 (5.86%) Apache
2 12 (5.41%) Tomcat
2 12 (5.41%) WebLogic
3 4 (1.80%) Apache Airflow
3 4 (1.80%) Apache Spark
3 4 (1.80%) CMS
4 3 (1.35%) Confluence
4 3 (1.35%) SAS
4 3 (1.35%) SharePoint
5 2 (0.90%) Apache Solr
5 2 (0.90%) EPiServer
5 2 (0.90%) Headless CMS
5 2 (0.90%) Oracle Coherence
Applications
1 21 (9.46%) Microsoft Excel
2 4 (1.80%) Microsoft PowerPoint
3 3 (1.35%) Microsoft Office
4 2 (0.90%) Microsoft Project
5 1 (0.45%) MS Visio
Business Applications
1 13 (5.86%) Oracle Applications
2 6 (2.70%) Oracle EBS
3 3 (1.35%) Oracle Payroll
4 2 (0.90%) Dynamics CRM
5 1 (0.45%) Adobe Campaign
5 1 (0.45%) Dynamics NAV
5 1 (0.45%) NetSuite
5 1 (0.45%) SAP SCM
Cloud Services
1 62 (27.93%) Azure
1 62 (27.93%) Power Platform
2 27 (12.16%) AWS
3 16 (7.21%) Azure Data Factory
4 9 (4.05%) AWS Lambda
4 9 (4.05%) Serverless
5 8 (3.60%) Amazon S3
6 5 (2.25%) Amazon CloudWatch
6 5 (2.25%) Amazon EMR
6 5 (2.25%) Amazon Kinesis
6 5 (2.25%) AWS CloudFormation
7 4 (1.80%) Amazon Cognito
7 4 (1.80%) Amazon EC2
7 4 (1.80%) Amazon SQS
7 4 (1.80%) AWS Elastic Beanstalk
7 4 (1.80%) CloudFront
7 4 (1.80%) GCP
7 4 (1.80%) Route 53
7 4 (1.80%) SaaS
7 4 (1.80%) Virtual Private Cloud
Communications & Networking
1 4 (1.80%) MQTT
2 3 (1.35%) HTTP
3 2 (0.90%) Radio Access Network
3 2 (0.90%) SSL
4 1 (0.45%) Internet
4 1 (0.45%) Skype
Database & Business Intelligence
1 62 (27.93%) Power BI
2 55 (24.77%) SQL Server Integration Services
3 50 (22.52%) Data Lake
4 44 (19.82%) Big Data
5 39 (17.57%) SQL Server
6 30 (13.51%) SQL Server Reporting Services
7 24 (10.81%) Azure SQL Data Warehouse
8 23 (10.36%) Relational Database
9 21 (9.46%) Oracle Database
10 19 (8.56%) SQL Server Analysis Services
11 18 (8.11%) Enterprise Data Warehouse
12 16 (7.21%) Azure SQL Database
13 14 (6.31%) OLAP
14 13 (5.86%) Oracle BI EE
15 12 (5.41%) Oracle Database 12c
15 12 (5.41%) Oracle ODI
16 11 (4.95%) NoSQL
17 10 (4.50%) Hadoop
17 10 (4.50%) Snowflake Schema
18 9 (4.05%) SQL Server 2008
Development Applications
1 10 (4.50%) Oracle APEX
2 9 (4.05%) Git (software)
3 6 (2.70%) JIRA
4 5 (2.25%) PowerBuilder
4 5 (2.25%) SQL Server Management Studio (SSMS)
4 5 (2.25%) Subversion
4 5 (2.25%) Toad
5 4 (1.80%) Bugzilla
6 2 (0.90%) kappa
7 1 (0.45%) Jenkins
7 1 (0.45%) Team Foundation Server
7 1 (0.45%) Visual Studio
7 1 (0.45%) Visual Studio Team System
General
1 23 (10.36%) Finance
2 14 (6.31%) Public Sector
3 9 (4.05%) Telecoms
4 7 (3.15%) Retail
5 5 (2.25%) Marketing
6 4 (1.80%) Automotive
6 4 (1.80%) Legal
6 4 (1.80%) Manufacturing
7 3 (1.35%) Back Office
7 3 (1.35%) Electronics
8 2 (0.90%) Banking
9 1 (0.45%) Aerospace
9 1 (0.45%) Financial Institution
9 1 (0.45%) French Language
9 1 (0.45%) Games
9 1 (0.45%) International Banking
9 1 (0.45%) Law
9 1 (0.45%) Police
9 1 (0.45%) Publishing
9 1 (0.45%) Spanish Language
Job Titles
1 97 (43.69%) Developer
2 36 (16.22%) Business Intelligence Developer
3 32 (14.41%) Analyst
4 27 (12.16%) Architect
5 20 (9.01%) Data Analyst
6 18 (8.11%) Oracle Developer
7 16 (7.21%) SQL Developer
8 14 (6.31%) DBA
9 13 (5.86%) Data Engineer
9 13 (5.86%) ETL Developer
10 11 (4.95%) Azure Developer
10 11 (4.95%) SQL BI Developer
11 10 (4.50%) Consultant
11 10 (4.50%) Data Architect
11 10 (4.50%) Project Manager
11 10 (4.50%) Senior Developer
11 10 (4.50%) SQL DBA
12 8 (3.60%) Data Modeller
12 8 (3.60%) OBIEE Developer
12 8 (3.60%) Power BI Developer
Libraries, Frameworks & Software Standards
1 21 (9.46%) XML
2 19 (8.56%) HTML
3 12 (5.41%) XSLT
4 10 (4.50%) Web Services
5 9 (4.05%) .NET
6 8 (3.60%) MDX
7 7 (3.15%) CSS
7 7 (3.15%) REST
8 6 (2.70%) OAuth
8 6 (2.70%) OAuth2
9 4 (1.80%) JSON
10 3 (1.35%) PySpark
11 2 (0.90%) .NET Framework
11 2 (0.90%) GraphQL
11 2 (0.90%) JPA
11 2 (0.90%) jQuery
11 2 (0.90%) Oracle GoldenGate
11 2 (0.90%) WSDL
11 2 (0.90%) XML Messaging
11 2 (0.90%) XSD
Miscellaneous
1 31 (13.96%) Analytical Skills
2 23 (10.36%) Data Structures
3 8 (3.60%) Derivative
4 7 (3.15%) Management Information System
5 6 (2.70%) Algorithms
5 6 (2.70%) Greenfield Project
6 5 (2.25%) NHS
7 3 (1.35%) Public Cloud
8 2 (0.90%) Cloud Native
8 2 (0.90%) Enterprise Software
8 2 (0.90%) Self-Motivation
8 2 (0.90%) User Experience
9 1 (0.45%) Acoustics
9 1 (0.45%) Internet of Things
9 1 (0.45%) PMI
9 1 (0.45%) Replication
9 1 (0.45%) Virtual Team
Operating Systems
1 19 (8.56%) Linux
2 12 (5.41%) Oracle Linux
3 10 (4.50%) VMS
4 6 (2.70%) Unix
5 5 (2.25%) AIX
6 3 (1.35%) Solaris
6 3 (1.35%) Windows
6 3 (1.35%) Windows Server
Processes & Methodologies
1 115 (51.80%) Business Intelligence
2 94 (42.34%) ETL
3 85 (38.29%) Agile Software Development
4 66 (29.73%) Data Modelling
5 60 (27.03%) Analytics
6 31 (13.96%) Migration
7 29 (13.06%) Test Automation
8 25 (11.26%) Project Management
9 22 (9.91%) Data Architecture
9 22 (9.91%) Machine Learning
10 21 (9.46%) ETL Development
10 21 (9.46%) Project Delivery
11 20 (9.01%) Data Analytics
11 20 (9.01%) Data Management
11 20 (9.01%) DevOps
11 20 (9.01%) Visualisation
12 19 (8.56%) Data Science
13 18 (8.11%) Kimball Methodology
14 17 (7.66%) Problem-Solving
15 16 (7.21%) Mentoring
Programming Languages
1 143 (64.41%) SQL
2 44 (19.82%) Python
3 38 (17.12%) T-SQL
4 21 (9.46%) PL/SQL
5 20 (9.01%) JavaScript
6 15 (6.76%) Scala
7 13 (5.86%) C#
8 10 (4.50%) Java
9 9 (4.05%) Data Analysis Expressions (DAX)
10 8 (3.60%) Shell Script
11 6 (2.70%) PowerShell
12 5 (2.25%) R
12 5 (2.25%) Ruby
13 2 (0.90%) VBA
14 1 (0.45%) C
14 1 (0.45%) Google Apps Script
14 1 (0.45%) VB
14 1 (0.45%) VB.NET
14 1 (0.45%) VBScript
Qualifications
1 42 (18.92%) Security Cleared
2 40 (18.02%) SC Cleared
3 14 (6.31%) Degree
4 7 (3.15%) AWS Certification
5 4 (1.80%) Microsoft Certification
5 4 (1.80%) PMI Certification
6 3 (1.35%) Computer Science Degree
6 3 (1.35%) PMP
7 2 (0.90%) BPSS Clearance
7 2 (0.90%) TOGAF Certification
Quality Assurance & Compliance
1 7 (3.15%) Data Quality
2 5 (2.25%) QA
3 3 (1.35%) GDPR
3 3 (1.35%) PMO
4 2 (0.90%) Disclosure Scotland
5 1 (0.45%) IFRS
5 1 (0.45%) SNOMED CT
System Software
1 6 (2.70%) HDFS
2 3 (1.35%) Docker
3 1 (0.45%) Active Directory
Systems Management
1 5 (2.25%) Terraform
2 3 (1.35%) Kubernetes
3 2 (0.90%) Oozie
4 1 (0.45%) HP ALM
4 1 (0.45%) MIIS
Vendors
1 51 (22.97%) Oracle
2 41 (18.47%) Microsoft
3 26 (11.71%) Tableau
4 16 (7.21%) Databricks
5 14 (6.31%) SAP
6 9 (4.05%) Talend
7 6 (2.70%) Google
7 6 (2.70%) Salesforce.com
8 5 (2.25%) Informatica
8 5 (2.25%) MicroStrategy
8 5 (2.25%) ServiceNow
9 4 (1.80%) Marketo
10 3 (1.35%) IBM
10 3 (1.35%) Sun
11 2 (0.90%) Alteryx
11 2 (0.90%) Cognos
12 1 (0.45%) JD Edwards
12 1 (0.45%) Salesforce Marketing Cloud
12 1 (0.45%) Sybase
12 1 (0.45%) TARGIT