Period
to 17 September 2021

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Data Warehouse skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Warehouse over the 6 months to 17 September 2021 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East of England
6 months to
17 Sep 2021
Same period 2020 Same period 2019
Rank 89 78 153
Rank change year-on-year -11 +75 -24
Permanent jobs citing Data Warehouse 163 63 141
As % of all permanent jobs advertised in the East of England 3.13% 3.05% 1.97%
As % of the Database & Business Intelligence category 16.19% 11.69% 7.86%
Number of salaries quoted 101 45 106
10th Percentile £41,250 £36,250 £36,250
25th Percentile £47,500 £40,000 £41,375
Median annual salary (50th Percentile) £55,000 £45,100 £47,500
Median % change year-on-year +21.95% -5.05% -5.00%
75th Percentile £76,250 £62,500 £60,000
90th Percentile £87,500 £72,500 £75,000
England median annual salary £60,563 £60,000 £55,000
% change year-on-year +0.94% +9.09% -

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 permanent job vacancies advertised in the East of England with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
East of England
Permanent vacancies with a requirement for database or business intelligence skills 1,007 539 1,795
As % of all permanent IT jobs advertised in the East of England 19.37% 26.06% 25.08%
Number of salaries quoted 576 448 1,460
10th Percentile £33,250 £31,250 £31,250
25th Percentile £42,500 £36,250 £37,500
Median annual salary (50th Percentile) £51,750 £46,500 £47,500
Median % change year-on-year +11.29% -2.11% -
75th Percentile £65,000 £60,000 £60,000
90th Percentile £76,250 £70,000 £70,000
England median annual salary £57,500 £55,000 £52,500
% change year-on-year +4.55% +4.76% +5.00%

Data Warehouse
Job Vacancy Trend in the East of England

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

Job vacancy trend for Data Warehouse in the East of England

Data Warehouse
Salary Trend in the East of England

3-month moving average salary quoted in jobs citing Data Warehouse in the East of England.

Salary trend for Data Warehouse in the East of England

Data Warehouse
Salary Histogram in the East of England

Salary distribution for jobs citing Data Warehouse in the East of England over the 6 months to 17 September 2021.

Salary histogram for Data Warehouse in the East of England

Data Warehouse
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the East of England region over the 6 months to 17 September 2021. 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridgeshire -1 92 £72,500 +20.83% 9
Hertfordshire -21 46 £52,500 -19.23% 12
Essex +5 12 £55,000 +48.41% 4
Norfolk -14 4 £42,000 -
Bedfordshire -36 3 £55,000 +37.50% 1
Suffolk -16 2 - - 1
Data Warehouse
England

For the 6 months to 17 September 2021, IT 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 permanent job ads across the East of England region with a requirement for Data Warehouse.

1 111 (68.10%) SQL
2 100 (61.35%) ETL
3 98 (60.12%) Business Intelligence
4 75 (46.01%) Analytics
5 51 (31.29%) Python
6 48 (29.45%) Visualisation
6 48 (29.45%) AWS
7 46 (28.22%) Power BI
7 46 (28.22%) Power Platform
8 44 (26.99%) Analytical Skills
9 41 (25.15%) Life Science
10 39 (23.93%) Oracle
11 38 (23.31%) Social Skills
12 36 (22.09%) Tableau
13 35 (21.47%) Big Data
13 35 (21.47%) Data Engineering
13 35 (21.47%) Data Lake
14 33 (20.25%) Azure
14 33 (20.25%) Data Modelling
15 32 (19.63%) Data Pipeline
16 31 (19.02%) Data Science
16 31 (19.02%) Amazon Redshift
17 30 (18.40%) SQL Server
18 29 (17.79%) Data Analytics
18 29 (17.79%) SQL Server Integration Services
19 28 (17.18%) Git (software)
20 27 (16.56%) ERP
20 27 (16.56%) Enterprise Data Warehouse
21 26 (15.95%) Management Information System
21 26 (15.95%) Talend

Data Warehouse
Co-occurring IT Skills in the East of 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 14 (8.59%) Apache Airflow
1 14 (8.59%) Apache Spark
2 1 (0.61%) Apache
2 1 (0.61%) Apache Synapse
2 1 (0.61%) SAS
Applications
1 7 (4.29%) Microsoft Excel
2 4 (2.45%) Microsoft Office
3 3 (1.84%) Oracle Smart View
Business Applications
1 9 (5.52%) NetSuite
2 7 (4.29%) Dynamics CRM
3 5 (3.07%) HFM
4 3 (1.84%) JDE OneWorld
5 2 (1.23%) Shopify
6 1 (0.61%) Academy Revenues and Benefits
6 1 (0.61%) Remedy ITSM
Cloud Services
1 48 (29.45%) AWS
2 46 (28.22%) Power Platform
3 33 (20.25%) Azure
4 20 (12.27%) Snowflake
5 12 (7.36%) GCP
6 10 (6.13%) Dynamics 365
7 7 (4.29%) PowerApps
8 6 (3.68%) Amazon S3
8 6 (3.68%) Azure Data Factory
8 6 (3.68%) Azure Synapse Analytics
9 4 (2.45%) Amazon CloudWatch
9 4 (2.45%) Amazon EMR
9 4 (2.45%) Amazon SQS
10 3 (1.84%) Azure Sentinel
10 3 (1.84%) Microsoft 365
11 2 (1.23%) Amazon Kinesis
11 2 (1.23%) SuccessFactors
12 1 (0.61%) Azure Cosmos DB
12 1 (0.61%) Azure Event Grid
12 1 (0.61%) Azure Logic Apps
Communications & Networking
1 2 (1.23%) Firewall
2 1 (0.61%) DNS
Database & Business Intelligence
1 46 (28.22%) Power BI
2 36 (22.09%) Tableau
3 35 (21.47%) Big Data
3 35 (21.47%) Data Lake
4 31 (19.02%) Amazon Redshift
5 30 (18.40%) SQL Server
6 29 (17.79%) SQL Server Integration Services
7 27 (16.56%) Enterprise Data Warehouse
8 26 (15.95%) Oracle ODI
9 25 (15.34%) SQL Server Reporting Services
10 17 (10.43%) Apache Hive
10 17 (10.43%) Star Schema
11 15 (9.20%) MySQL
12 12 (7.36%) BusinessObjects
13 9 (5.52%) PostgreSQL
13 9 (5.52%) Presto
13 9 (5.52%) QlikView
14 8 (4.91%) Relational Database
14 8 (4.91%) SQL Server Analysis Services
15 7 (4.29%) Looker
Development Applications
1 28 (17.18%) Git (software)
2 22 (13.50%) Oracle APEX
3 4 (2.45%) Bundler
3 4 (2.45%) Jenkins
3 4 (2.45%) Sonatype Nexus
4 1 (0.61%) ERwin
4 1 (0.61%) JIRA
4 1 (0.61%) Postman
4 1 (0.61%) SoapUI
4 1 (0.61%) SQL Server Management Studio (SSMS)
4 1 (0.61%) Team Foundation Server
4 1 (0.61%) Visual Studio
General
1 44 (26.99%) Analytical Skills
2 38 (23.31%) Social Skills
3 25 (15.34%) Finance
4 19 (11.66%) Law
4 19 (11.66%) Marketing
5 15 (9.20%) Inclusion and Diversity
6 8 (4.91%) Presentation Skills
7 6 (3.68%) Retail
8 5 (3.07%) Legal
9 4 (2.45%) Electronics
9 4 (2.45%) Games
9 4 (2.45%) Manufacturing
10 2 (1.23%) Advertising
10 2 (1.23%) Pharmaceutical
11 1 (0.61%) Documentation Skills
11 1 (0.61%) Telecoms
Job Titles
1 50 (30.67%) Data Engineer
2 40 (24.54%) Developer
3 18 (11.04%) Business Intelligence Developer
4 15 (9.20%) Analyst
4 15 (9.20%) ETL Developer
5 13 (7.98%) Python Engineer
6 11 (6.75%) Power BI Developer
7 8 (4.91%) Data Analyst
7 8 (4.91%) Report Developer
8 6 (3.68%) Senior Analyst
8 6 (3.68%) SSRS Developer
9 5 (3.07%) Financial Analyst
9 5 (3.07%) SAP BusinessObjects (BO) Developer
9 5 (3.07%) Senior Data Engineer
10 4 (2.45%) Administrator
10 4 (2.45%) Architect
10 4 (2.45%) Cloud Developer
10 4 (2.45%) Data Architect
10 4 (2.45%) Development Manager
10 4 (2.45%) Informatica ETL Developer
Libraries, Frameworks & Software Standards
1 11 (6.75%) XML
2 10 (6.13%) Kafka
3 7 (4.29%) .NET
4 6 (3.68%) SOAP
4 6 (3.68%) Web Services
5 5 (3.07%) REST
6 4 (2.45%) Elastic Stack
6 4 (2.45%) WSDL
7 3 (1.84%) EDI
7 3 (1.84%) UDDI
8 2 (1.23%) Oracle Fusion
9 1 (0.61%) ADSI
9 1 (0.61%) ASP.NET
9 1 (0.61%) ASP.NET Web API
9 1 (0.61%) CSS
9 1 (0.61%) HTML
9 1 (0.61%) MDX
9 1 (0.61%) Node.js
9 1 (0.61%) Restlet
9 1 (0.61%) WCF
Miscellaneous
1 41 (25.15%) Life Science
2 26 (15.95%) Management Information System
3 25 (15.34%) Legacy Systems
4 12 (7.36%) Greenfield Project
5 7 (4.29%) Media Streaming
6 6 (3.68%) Data Structures
6 6 (3.68%) Social Media
7 3 (1.84%) Housing Association
7 3 (1.84%) Mobile App
8 2 (1.23%) NHS
9 1 (0.61%) Algorithms
9 1 (0.61%) Blog
9 1 (0.61%) Cybercrime
9 1 (0.61%) PKI
9 1 (0.61%) Self-Motivation
9 1 (0.61%) Tandem
Operating Systems
1 4 (2.45%) Windows
2 3 (1.84%) Android
3 1 (0.61%) Unix
3 1 (0.61%) Windows Server
3 1 (0.61%) Windows Server 2012
Processes & Methodologies
1 100 (61.35%) ETL
2 98 (60.12%) Business Intelligence
3 75 (46.01%) Analytics
4 48 (29.45%) Visualisation
5 35 (21.47%) Data Engineering
6 33 (20.25%) Data Modelling
7 32 (19.63%) Data Pipeline
8 31 (19.02%) Data Science
9 29 (17.79%) Data Analytics
10 27 (16.56%) ERP
11 25 (15.34%) Infrastructure Engineering
11 25 (15.34%) Migration
12 24 (14.72%) Data Visualisation
13 22 (13.50%) Data Migration
13 22 (13.50%) Thought Leadership
14 21 (12.88%) Computer Science
15 20 (12.27%) Business Analytics
15 20 (12.27%) Decision-Making
16 19 (11.66%) Data Architecture
17 18 (11.04%) Data-Driven Decision Making
Programming Languages
1 111 (68.10%) SQL
2 51 (31.29%) Python
3 16 (9.82%) T-SQL
4 11 (6.75%) Java
5 10 (6.13%) JavaScript
6 4 (2.45%) Groovy
7 2 (1.23%) C#
7 2 (1.23%) R
7 2 (1.23%) VBA
8 1 (0.61%) Go
8 1 (0.61%) PHP
8 1 (0.61%) PL/SQL
8 1 (0.61%) PowerShell
8 1 (0.61%) Scala
8 1 (0.61%) Shell Script
8 1 (0.61%) TypeScript
8 1 (0.61%) VB
8 1 (0.61%) VB.NET
8 1 (0.61%) XMLA
Qualifications
1 25 (15.34%) Degree
2 17 (10.43%) Master's Degree
2 17 (10.43%) PhD
3 5 (3.07%) ACCA
3 5 (3.07%) CIMA
4 3 (1.84%) ITIL Certification
5 2 (1.23%) Computer Science Degree
5 2 (1.23%) ISEB
5 2 (1.23%) MBCS
5 2 (1.23%) SC Cleared
5 2 (1.23%) Security Cleared
6 1 (0.61%) DV Cleared
Quality Assurance & Compliance
1 16 (9.82%) Data Quality
2 2 (1.23%) GDPR
2 2 (1.23%) QA
System Software
1 1 (0.61%) Active Directory
1 1 (0.61%) VMware ESXi
1 1 (0.61%) VMware Infrastructure
Systems Management
1 3 (1.84%) Hadoop YARN
2 1 (0.61%) WMI
Vendors
1 39 (23.93%) Oracle
2 26 (15.95%) Talend
3 19 (11.66%) Microsoft
4 7 (4.29%) Informatica
5 6 (3.68%) Facebook
5 6 (3.68%) Instagram
5 6 (3.68%) MuleSoft
6 5 (3.07%) SAP
7 4 (2.45%) Alibaba
7 4 (2.45%) MicroStrategy
7 4 (2.45%) Splunk
8 3 (1.84%) Apple
8 3 (1.84%) Databricks
8 3 (1.84%) JD Edwards
9 2 (1.23%) IBM
9 2 (1.23%) Sage
9 2 (1.23%) Salesforce.com
10 1 (0.61%) BMC
10 1 (0.61%) CommVault
10 1 (0.61%) Remedy