Period
to 21 May 2019

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire 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 21 May 2019 with a comparison to the same period in the previous 2 years.

Data Warehousing
East of England > Cambridgeshire
6 months to
21 May 2019
Same period 2018 Same period 2017
Rank 131 148 161
Rank change year-on-year +17 +13 -42
Permanent jobs citing Data Warehouse 35 77 31
As % of all permanent IT jobs advertised in Cambridgeshire 1.33% 1.80% 0.88%
As % of the Database & Business Intelligence category 5.56% 7.59% 3.47%
Number of salaries quoted 26 44 24
Cambridgeshire median annual salary £55,000 £45,000 £52,500
Median salary % change year-on-year +22.22% -14.29% +31.25%
10th Percentile £39,000 £33,750 £37,850
90th Percentile £87,500 £56,250 £78,750
East of England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - -

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 Cambridgeshire with a requirement for database or business intelligence skills.

All Database and Business Intelligence Skills
Cambridgeshire
Permanent vacancies with a requirement for database or business intelligence skills 630 1,015 894
As % of all permanent IT jobs advertised in Cambridgeshire 23.86% 23.71% 25.52%
Number of salaries quoted 477 760 762
Cambridgeshire median annual salary £50,000 £45,000 £42,000
Median salary % change year-on-year +11.11% +7.14% +5.00%
10th Percentile £32,500 £31,250 £27,550
90th Percentile £73,000 £65,000 £61,250
East of England median annual salary £47,500 £47,500 £44,500
% change year-on-year - +6.74% -

Data Warehouse
Job Vacancy Trend in Cambridgeshire

Job postings citing Data Warehouse as a percentage of all IT jobs advertised in Cambridgeshire.

Job vacancy trend for Data Warehouse in Cambridgeshire

Data Warehouse
Salary Trend in Cambridgeshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Warehouse in Cambridgeshire.

Salary trend for Data Warehouse in Cambridgeshire

Data Warehouse
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Data Warehouse in Cambridgeshire over the 6 months to 21 May 2019.

Salary histogram for Data Warehouse in Cambridgeshire

Data Warehouse
Job Locations in Cambridgeshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Warehouse within the Cambridgeshire region over the 6 months to 21 May 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Cambridge +38 18 £60,000 +33.33%
Peterborough -19 10 £40,000 -5.88%
Data Warehouse
East of England

For the 6 months to 21 May 2019, 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 Cambridgeshire region with a requirement for Data Warehouse.

1 27 (77.14%) SQL
2 25 (71.43%) Business Intelligence
3 16 (45.71%) T-SQL
4 15 (42.86%) Agile Software Development
4 15 (42.86%) SQL Server Reporting Services
4 15 (42.86%) SQL Server Integration Services
4 15 (42.86%) Machine Learning
5 14 (40.00%) SQL Server
5 14 (40.00%) Microsoft
6 13 (37.14%) Artificial Intelligence
6 13 (37.14%) Data Integration
6 13 (37.14%) Microsoft Azure
7 10 (28.57%) Data Engineering
7 10 (28.57%) Data Science
7 10 (28.57%) Apache Spark
8 9 (25.71%) Visualisation
8 9 (25.71%) Big Data
8 9 (25.71%) Analytics
9 8 (22.86%) Analytical Skills
9 8 (22.86%) Power BI
9 8 (22.86%) Power Platform
10 7 (20.00%) Azure Data Factory
10 7 (20.00%) Azure SQL Data Warehouse
10 7 (20.00%) HDInsight
10 7 (20.00%) Process Improvement
10 7 (20.00%) Degree
10 7 (20.00%) ERP
10 7 (20.00%) Data Modelling
10 7 (20.00%) ETL
10 7 (20.00%) Business Analysis

Data Warehouse
Co-occurring IT Skills in Cambridgeshire 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 10 (28.57%) Apache Spark
2 3 (8.57%) Apache
3 2 (5.71%) Apache Airflow
3 2 (5.71%) Drupal
3 2 (5.71%) Elasticsearch
3 2 (5.71%) Jupyter
4 1 (2.86%) BizTalk Server
4 1 (2.86%) SAS
4 1 (2.86%) SharePoint
Applications
1 2 (5.71%) Microsoft Excel
2 1 (2.86%) SPSS
Business Applications
1 3 (8.57%) Dynamics AX
1 3 (8.57%) NetSuite
2 1 (2.86%) Dynamics NAV
Cloud Services
1 13 (37.14%) Microsoft Azure
2 8 (22.86%) Power Platform
3 7 (20.00%) Azure Data Factory
4 4 (11.43%) SaaS
5 3 (8.57%) Amazon AWS
6 2 (5.71%) Google Cloud Platform
6 2 (5.71%) Loggly
Communications & Networking
1 6 (17.14%) Intranet
Database & Business Intelligence
1 15 (42.86%) SQL Server Integration Services
1 15 (42.86%) SQL Server Reporting Services
2 14 (40.00%) SQL Server
3 9 (25.71%) Big Data
4 8 (22.86%) Power BI
5 7 (20.00%) Azure SQL Data Warehouse
5 7 (20.00%) HDInsight
6 6 (17.14%) BusinessObjects
6 6 (17.14%) Crystal Reports
6 6 (17.14%) Data Lake
7 5 (14.29%) Hadoop
7 5 (14.29%) SQL Server Analysis Services
8 4 (11.43%) BusinessObjects Business Intelligence
8 4 (11.43%) SQL Server 2012
8 4 (11.43%) SQL Server 2016
9 3 (8.57%) Azure SQL Database
9 3 (8.57%) OLAP
10 2 (5.71%) Data Mart
10 2 (5.71%) PostgreSQL
10 2 (5.71%) Redis
Development Applications
1 3 (8.57%) Visual Studio
2 2 (5.71%) Jenkins
2 2 (5.71%) PHPUnit
2 2 (5.71%) Selenium
2 2 (5.71%) Travis CI
3 1 (2.86%) Hudson
General
1 6 (17.14%) Finance
1 6 (17.14%) Marketing
2 2 (5.71%) Publishing
Job Titles
1 11 (31.43%) Data Engineer
2 10 (28.57%) Business Intelligence Developer
2 10 (28.57%) Business Intelligence Lead
2 10 (28.57%) Developer
3 9 (25.71%) Business Developer
4 6 (17.14%) Report Developer
5 4 (11.43%) Azure Engineer
5 4 (11.43%) IT Manager
5 4 (11.43%) IT Programme Manager
5 4 (11.43%) IT Project Manager
5 4 (11.43%) Programme Manager
5 4 (11.43%) Project Manager
5 4 (11.43%) Senior IT Manager
5 4 (11.43%) Senior IT Programme Manager
5 4 (11.43%) Senior IT Project Manager
5 4 (11.43%) Senior Manager
5 4 (11.43%) Senior Programme Manager
5 4 (11.43%) Senior Project Manager
Libraries, Frameworks & Software Standards
1 5 (14.29%) Kafka
2 3 (8.57%) Web Services
3 2 (5.71%) Apache Beam
3 2 (5.71%) Apache NiFi
3 2 (5.71%) Behat
3 2 (5.71%) Django
3 2 (5.71%) Keras
3 2 (5.71%) Lucene
3 2 (5.71%) Node.js
3 2 (5.71%) pytest
3 2 (5.71%) Ruby on Rails
3 2 (5.71%) Symfony
3 2 (5.71%) TensorFlow
4 1 (2.86%) .NET
4 1 (2.86%) .NET Framework
4 1 (2.86%) NumPy
4 1 (2.86%) Pandas
Miscellaneous
1 8 (22.86%) Analytical Skills
2 4 (11.43%) Life Science
3 1 (2.86%) Management Information System
Processes & Methodologies
1 25 (71.43%) Business Intelligence
2 15 (42.86%) Agile Software Development
2 15 (42.86%) Machine Learning
3 13 (37.14%) Artificial Intelligence
3 13 (37.14%) Data Integration
4 10 (28.57%) Data Engineering
4 10 (28.57%) Data Science
5 9 (25.71%) Analytics
5 9 (25.71%) Visualisation
6 7 (20.00%) Business Analysis
6 7 (20.00%) Data Modelling
6 7 (20.00%) ERP
6 7 (20.00%) ETL
6 7 (20.00%) Process Improvement
7 6 (17.14%) Computer Science
7 6 (17.14%) Mathematics
8 4 (11.43%) Data Security
8 4 (11.43%) Scrum
9 3 (8.57%) Data Management
9 3 (8.57%) TDD
Programming Languages
1 27 (77.14%) SQL
2 16 (45.71%) T-SQL
3 6 (17.14%) Python
4 4 (11.43%) C#
5 2 (5.71%) PHP
5 2 (5.71%) Ruby
6 1 (2.86%) Data Analysis Expressions (DAX)
6 1 (2.86%) PL/SQL
6 1 (2.86%) R
Qualifications
1 7 (20.00%) Degree
2 6 (17.14%) DBS Check
3 3 (8.57%) Microsoft Certification
System Software
1 3 (8.57%) Docker
Systems Management
1 2 (5.71%) Kubernetes
1 2 (5.71%) Terraform
Vendors
1 14 (40.00%) Microsoft
2 4 (11.43%) SAP
3 3 (8.57%) JD Edwards
3 3 (8.57%) Tableau
4 2 (5.71%) Google
4 2 (5.71%) New Relic
4 2 (5.71%) SaltStack
5 1 (2.86%) Cognos
5 1 (2.86%) Salesforce.com