Period
to 15 June 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 15 June 2021 with a comparison to the same period in the previous 2 years.

Data Warehousing
England > East of England
6 months to
15 Jun 2021
Same period 2020 Same period 2019
Rank 86 84 162
Rank change year-on-year -2 +78 -17
Permanent jobs citing Data Warehouse 135 126 133
As % of all permanent jobs advertised in the East of England 3.08% 3.25% 1.73%
As % of the Database & Business Intelligence category 16.23% 13.29% 6.92%
Number of salaries quoted 99 107 102
10th Percentile £37,500 £35,921 £39,000
25th Percentile £47,000 £40,000 £42,500
Median annual salary (50th Percentile) £60,000 £56,500 £52,500
Median % change year-on-year +6.19% +7.62% +5.00%
75th Percentile £77,500 £72,500 £69,500
90th Percentile £87,500 £81,500 £85,000
England median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% +4.76%

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 832 948 1,921
As % of all permanent IT jobs advertised in the East of England 18.99% 24.45% 25.04%
Number of salaries quoted 558 794 1,566
10th Percentile £33,425 £31,250 £32,250
25th Percentile £42,500 £37,500 £37,500
Median annual salary (50th Percentile) £52,500 £45,000 £47,500
Median % change year-on-year +16.67% -5.26% -
75th Percentile £67,500 £60,000 £60,000
90th Percentile £81,250 £72,500 £70,000
England median annual salary £55,000 £55,000 £52,500
% change year-on-year - +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 15 June 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 15 June 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 +35 78 £70,000 +32.92% 7
Hertfordshire -8 32 £52,500 -4.55% 11
Essex +5 13 £55,000 +48.41% 3
Bedfordshire -29 5 £52,500 -16.00%
Norfolk - 3 £42,000 - 1
Data Warehouse
England

For the 6 months to 15 June 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 91 (67.41%) Business Intelligence
2 84 (62.22%) SQL
3 82 (60.74%) ETL
4 62 (45.93%) Analytics
5 47 (34.81%) Python
6 45 (33.33%) Tableau
7 42 (31.11%) Power BI
7 42 (31.11%) Power Platform
8 40 (29.63%) Big Data
9 39 (28.89%) SQL Server Integration Services
10 38 (28.15%) Visualisation
10 38 (28.15%) AWS
11 33 (24.44%) Data Science
11 33 (24.44%) Data Lake
12 32 (23.70%) Data Pipeline
13 31 (22.96%) Azure
13 31 (22.96%) Data Engineering
14 29 (21.48%) Life Science
15 27 (20.00%) SQL Server
16 26 (19.26%) Amazon Redshift
17 25 (18.52%) SQL Server Reporting Services
18 24 (17.78%) Data Architecture
18 24 (17.78%) Social Skills
19 23 (17.04%) Git (software)
19 23 (17.04%) Data Analytics
19 23 (17.04%) Oracle
19 23 (17.04%) ERP
20 22 (16.30%) Oracle ODI
21 21 (15.56%) Kafka
21 21 (15.56%) Microsoft

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 19 (14.07%) Apache Spark
2 14 (10.37%) Apache Airflow
3 4 (2.96%) Luigi
Applications
1 6 (4.44%) Microsoft Office
2 3 (2.22%) Microsoft Excel
Business Applications
1 7 (5.19%) Dynamics CRM
2 6 (4.44%) NetSuite
3 1 (0.74%) Academy Revenues and Benefits
3 1 (0.74%) JDE OneWorld
3 1 (0.74%) Sage X3
Cloud Services
1 42 (31.11%) Power Platform
2 38 (28.15%) AWS
3 31 (22.96%) Azure
4 20 (14.81%) Snowflake
5 11 (8.15%) GCP
6 10 (7.41%) Dynamics 365
7 4 (2.96%) Azure Logic Apps
8 3 (2.22%) Azure Data Factory
8 3 (2.22%) Microsoft 365
8 3 (2.22%) PowerApps
9 2 (1.48%) Amazon EC2
9 2 (1.48%) Amazon EMR
9 2 (1.48%) Amazon Kinesis
9 2 (1.48%) Azure Synapse Analytics
9 2 (1.48%) SuccessFactors
10 1 (0.74%) Azure Stack
10 1 (0.74%) Cloud Computing
10 1 (0.74%) SaaS
Communications & Networking
1 1 (0.74%) Firewall
Database & Business Intelligence
1 45 (33.33%) Tableau
2 42 (31.11%) Power BI
3 40 (29.63%) Big Data
4 39 (28.89%) SQL Server Integration Services
5 33 (24.44%) Data Lake
6 27 (20.00%) SQL Server
7 26 (19.26%) Amazon Redshift
8 25 (18.52%) SQL Server Reporting Services
9 22 (16.30%) Oracle ODI
10 15 (11.11%) QlikView
11 13 (9.63%) PostgreSQL
12 12 (8.89%) Relational Database
12 12 (8.89%) SQL Server Analysis Services
13 11 (8.15%) Enterprise Data Warehouse
13 11 (8.15%) Hadoop
14 10 (7.41%) Looker
15 9 (6.67%) Apache Hive
16 8 (5.93%) Star Schema
17 6 (4.44%) BigQuery
17 6 (4.44%) MongoDB
Development Applications
1 23 (17.04%) Git (software)
2 20 (14.81%) Oracle APEX
3 4 (2.96%) Bundler
4 3 (2.22%) SQL Server Management Studio (SSMS)
General
1 24 (17.78%) Social Skills
2 20 (14.81%) Analytical Skills
3 17 (12.59%) Finance
4 9 (6.67%) Law
4 9 (6.67%) Marketing
5 4 (2.96%) Legal
6 3 (2.22%) Pharmaceutical
7 2 (1.48%) Electronics
8 1 (0.74%) Advertising
8 1 (0.74%) Telecoms
Job Titles
1 50 (37.04%) Data Engineer
2 37 (27.41%) Developer
3 15 (11.11%) Business Intelligence Developer
4 14 (10.37%) ETL Developer
5 13 (9.63%) Python Engineer
6 12 (8.89%) Analyst
7 8 (5.93%) Power BI Developer
8 7 (5.19%) Architect
8 7 (5.19%) Data Analyst
8 7 (5.19%) Data Architect
9 6 (4.44%) Business Developer
9 6 (4.44%) Cloud Developer
9 6 (4.44%) Data Warehouse Developer
9 6 (4.44%) Enterprise Architect
9 6 (4.44%) Enterprise Data Architect
9 6 (4.44%) Informatica Developer
9 6 (4.44%) Informatica ETL Developer
9 6 (4.44%) Senior Analyst
10 5 (3.70%) Senior Data Engineer
10 5 (3.70%) SQL Developer
Libraries, Frameworks & Software Standards
1 21 (15.56%) Kafka
2 10 (7.41%) XML
3 4 (2.96%) CSS
3 4 (2.96%) HTML
3 4 (2.96%) WCF
3 4 (2.96%) Web Services
4 3 (2.22%) HTML5
4 3 (2.22%) jQuery
4 3 (2.22%) JSON
4 3 (2.22%) Regular Expression
4 3 (2.22%) WPF
5 2 (1.48%) Oracle Fusion
5 2 (1.48%) Spark Streaming
6 1 (0.74%) .NET
6 1 (0.74%) ASP.NET
6 1 (0.74%) ASP.NET Web API
6 1 (0.74%) EDI
6 1 (0.74%) RESTful
6 1 (0.74%) Restlet
6 1 (0.74%) SOAP
Miscellaneous
1 29 (21.48%) Life Science
2 18 (13.33%) Management Information System
3 13 (9.63%) Greenfield Project
4 4 (2.96%) Data Structures
5 3 (2.22%) Housing Association
5 3 (2.22%) Media Streaming
6 2 (1.48%) Data Centre
6 2 (1.48%) Social Media
7 1 (0.74%) Analytical Mindset
7 1 (0.74%) Clustering
7 1 (0.74%) Cybercrime
7 1 (0.74%) NHS
7 1 (0.74%) PKI
7 1 (0.74%) Reference Data
7 1 (0.74%) Replication
7 1 (0.74%) Self-Motivation
Operating Systems
1 1 (0.74%) Windows
1 1 (0.74%) Windows Server
1 1 (0.74%) Windows Server 2012
Processes & Methodologies
1 91 (67.41%) Business Intelligence
2 82 (60.74%) ETL
3 62 (45.93%) Analytics
4 38 (28.15%) Visualisation
5 33 (24.44%) Data Science
6 32 (23.70%) Data Pipeline
7 31 (22.96%) Data Engineering
8 24 (17.78%) Data Architecture
9 23 (17.04%) Data Analytics
9 23 (17.04%) ERP
10 21 (15.56%) Infrastructure Engineering
11 19 (14.07%) Data Migration
11 19 (14.07%) Migration
12 18 (13.33%) Data Visualisation
13 17 (12.59%) Data Integration
13 17 (12.59%) Data Modelling
14 15 (11.11%) CRM
14 15 (11.11%) Decision-Making
15 14 (10.37%) Computer Science
16 12 (8.89%) Agile Software Development
Programming Languages
1 84 (62.22%) SQL
2 47 (34.81%) Python
3 11 (8.15%) T-SQL
4 9 (6.67%) JavaScript
5 7 (5.19%) Java
6 4 (2.96%) C++
6 4 (2.96%) PowerShell
6 4 (2.96%) Scala
7 1 (0.74%) C#
7 1 (0.74%) PHP
7 1 (0.74%) R
7 1 (0.74%) VBA
Qualifications
1 19 (14.07%) Degree
2 9 (6.67%) PhD
3 8 (5.93%) Master's Degree
4 4 (2.96%) Computer Science Degree
5 3 (2.22%) ITIL Certification
6 2 (1.48%) SC Cleared
6 2 (1.48%) Security Cleared
7 1 (0.74%) DBS Check
7 1 (0.74%) DV Cleared
7 1 (0.74%) ISEB
7 1 (0.74%) MBCS
Quality Assurance & Compliance
1 18 (13.33%) Data Quality
2 2 (1.48%) GDPR
2 2 (1.48%) QA
System Software
1 1 (0.74%) Active Directory
1 1 (0.74%) VMware ESXi
1 1 (0.74%) VMware Infrastructure
Systems Management
1 3 (2.22%) Hadoop YARN
Vendors
1 23 (17.04%) Oracle
2 21 (15.56%) Microsoft
3 18 (13.33%) Talend
4 12 (8.89%) Informatica
5 6 (4.44%) Cloudera
5 6 (4.44%) MuleSoft
6 2 (1.48%) Databricks
6 2 (1.48%) Facebook
6 2 (1.48%) Instagram
6 2 (1.48%) SAP
7 1 (0.74%) Cognos
7 1 (0.74%) CommVault
7 1 (0.74%) JD Edwards
7 1 (0.74%) Sage
7 1 (0.74%) VMware