Period
to 14 December 2018

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 14 December 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
East of England > Cambridgeshire
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 143 196 116
Rank change year-on-year +53 -80 +20
Permanent jobs citing Data Warehouse 34 16 58
As % of all permanent IT jobs advertised in Cambridgeshire 1.10% 0.37% 1.67%
As % of the Database & Business Intelligence category 4.25% 1.54% 6.75%
Number of salaries quoted 24 7 54
Cambridgeshire median annual salary £46,000 £45,000 £52,500
Median salary % change year-on-year +2.22% -14.29% +16.67%
10th Percentile £34,850 £39,550 £32,500
90th Percentile £55,000 £85,000 £76,875
East of England median annual salary £47,500 £55,000 £52,500
% change year-on-year -13.64% +4.76% +16.67%

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 800 1,037 859
As % of all permanent IT jobs advertised in Cambridgeshire 25.90% 24.07% 24.81%
Number of salaries quoted 580 839 739
Cambridgeshire median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +3.66%
10th Percentile £30,750 £31,250 £27,500
90th Percentile £77,500 £67,500 £62,500
East of England median annual salary £47,500 £45,000 £45,000
% change year-on-year +5.56% - -

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 14 December 2018.

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 14 December 2018. 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
Peterborough -23 16 £44,125 +0.86% 1
Cambridge +44 13 £47,500 -26.92% 12
Huntingdon +7 1 - -
Data Warehouse
East of England

For the 6 months to 14 December 2018, 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 31 (91.18%) Business Intelligence
2 27 (79.41%) SQL Server Integration Services
3 26 (76.47%) SQL Server Reporting Services
3 26 (76.47%) Microsoft
4 25 (73.53%) SQL Server
5 24 (70.59%) SQL
6 20 (58.82%) ETL
6 20 (58.82%) SQL Server Analysis Services
7 16 (47.06%) Microsoft Azure
8 15 (44.12%) T-SQL
9 14 (41.18%) Data Integration
10 12 (35.29%) Agile Software Development
10 12 (35.29%) Power BI
11 11 (32.35%) Analytics
12 9 (26.47%) Azure Data Factory
13 6 (17.65%) Cognos
13 6 (17.65%) ERP
13 6 (17.65%) Data Modelling
13 6 (17.65%) Big Data
13 6 (17.65%) Tableau
13 6 (17.65%) Dynamics AX
13 6 (17.65%) Data Lake
13 6 (17.65%) Data Analysis Expressions (DAX)
14 5 (14.71%) Cosmos DB
14 5 (14.71%) Presales
14 5 (14.71%) Azure SQL Data Warehouse
14 5 (14.71%) Databricks
14 5 (14.71%) Azure SQL Database
14 5 (14.71%) SQL Server 2012
14 5 (14.71%) JD Edwards

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 2 (5.88%) Apache Spark
1 2 (5.88%) SharePoint
2 1 (2.94%) Apache
2 1 (2.94%) BizTalk Server
2 1 (2.94%) SAS
Applications
1 3 (8.82%) Microsoft Excel
2 1 (2.94%) Microsoft Office
2 1 (2.94%) SPSS
Business Applications
1 6 (17.65%) Dynamics AX
2 4 (11.76%) Cognos Business Intelligence
2 4 (11.76%) Cognos TM1
2 4 (11.76%) NetSuite
3 3 (8.82%) Dynamics CRM
Cloud Services
1 16 (47.06%) Microsoft Azure
2 9 (26.47%) Azure Data Factory
3 2 (5.88%) Amazon AWS
3 2 (5.88%) Dynamics 365
4 1 (2.94%) Amazon EMR
4 1 (2.94%) Amazon S3
4 1 (2.94%) Office 365
Database & Business Intelligence
1 27 (79.41%) SQL Server Integration Services
2 26 (76.47%) SQL Server Reporting Services
3 25 (73.53%) SQL Server
4 20 (58.82%) SQL Server Analysis Services
5 12 (35.29%) Power BI
6 6 (17.65%) Big Data
6 6 (17.65%) Data Lake
7 5 (14.71%) Azure SQL Data Warehouse
7 5 (14.71%) Azure SQL Database
7 5 (14.71%) Cosmos DB
7 5 (14.71%) SQL Server 2012
8 4 (11.76%) SQL Server 2008
8 4 (11.76%) SQL Server 2016
9 3 (8.82%) OLAP
10 2 (5.88%) Apache Hive
10 2 (5.88%) Hadoop
10 2 (5.88%) Microsoft Analysis Services
10 2 (5.88%) NoSQL
10 2 (5.88%) QlikView
10 2 (5.88%) Relational Database
Development Applications
1 1 (2.94%) GitLab
General
1 3 (8.82%) Advertising
2 2 (5.88%) Retail
3 1 (2.94%) Finance
3 1 (2.94%) Legal
3 1 (2.94%) Manufacturing
3 1 (2.94%) Pharmaceutical
3 1 (2.94%) Publishing
Job Titles
1 18 (52.94%) Developer
2 15 (44.12%) Business Intelligence Developer
3 10 (29.41%) Business Developer
4 7 (20.59%) SQL Developer
5 6 (17.65%) Data Warehouse Developer
5 6 (17.65%) SQL BI Developer
6 5 (14.71%) Business Intelligence Consultant
6 5 (14.71%) Consultant
6 5 (14.71%) ETL Developer
6 5 (14.71%) SQL Server BI Developer
6 5 (14.71%) SQL Server Data Warehouse Developer
6 5 (14.71%) SQL Server Developer
7 4 (11.76%) Microsoft BI Consultant
7 4 (11.76%) Microsoft Consultant
7 4 (11.76%) Technical Consultant
8 3 (8.82%) Analyst
8 3 (8.82%) Business Intelligence Lead
9 2 (5.88%) Architect
9 2 (5.88%) Data Architect
9 2 (5.88%) Data Engineer
Libraries, Frameworks & Software Standards
1 2 (5.88%) Kafka
1 2 (5.88%) Web Services
2 1 (2.94%) Apache Camel
2 1 (2.94%) NumPy
2 1 (2.94%) Pandas
2 1 (2.94%) REST
2 1 (2.94%) SOAP
Miscellaneous
1 4 (11.76%) Analytical Skills
2 2 (5.88%) Data Structures
2 2 (5.88%) NHS
3 1 (2.94%) Management Information System
3 1 (2.94%) Self-Motivation
Operating Systems
1 2 (5.88%) Windows
2 1 (2.94%) Windows 10
2 1 (2.94%) Windows 7
2 1 (2.94%) Windows Server
2 1 (2.94%) Windows Server 2008
2 1 (2.94%) Windows Server 2012
Processes & Methodologies
1 31 (91.18%) Business Intelligence
2 20 (58.82%) ETL
3 14 (41.18%) Data Integration
4 12 (35.29%) Agile Software Development
5 11 (32.35%) Analytics
6 6 (17.65%) Data Modelling
6 6 (17.65%) ERP
7 5 (14.71%) Presales
8 4 (11.76%) Artificial Intelligence
8 4 (11.76%) Data Management
8 4 (11.76%) Data Security
8 4 (11.76%) Machine Learning
8 4 (11.76%) Mentoring
9 3 (8.82%) Business Analysis
9 3 (8.82%) CRM
9 3 (8.82%) ITIL
9 3 (8.82%) Master Data Management
9 3 (8.82%) Visualisation
10 2 (5.88%) Data Analysis
10 2 (5.88%) E-Commerce
Programming Languages
1 24 (70.59%) SQL
2 15 (44.12%) T-SQL
3 6 (17.65%) Data Analysis Expressions (DAX)
4 1 (2.94%) PL/SQL
4 1 (2.94%) PowerShell
4 1 (2.94%) Python
4 1 (2.94%) R
4 1 (2.94%) Scala
Qualifications
1 4 (11.76%) Microsoft Certification
2 2 (5.88%) Degree
2 2 (5.88%) ITIL Foundation Certificate
3 1 (2.94%) NCDA
3 1 (2.94%) NCIE
3 1 (2.94%) SC Cleared
3 1 (2.94%) Security Cleared
Quality Assurance & Compliance
1 3 (8.82%) Data Quality
2 2 (5.88%) PMO
3 1 (2.94%) SLA
System Software
1 1 (2.94%) Docker
1 1 (2.94%) HDFS
1 1 (2.94%) Hyper-V
1 1 (2.94%) VMware Infrastructure
1 1 (2.94%) VMware Workstation
Systems Management
1 1 (2.94%) Backup Exec
1 1 (2.94%) NetApp OnCommand
1 1 (2.94%) SCCM
1 1 (2.94%) WSUS
Vendors
1 26 (76.47%) Microsoft
2 6 (17.65%) Cognos
2 6 (17.65%) Tableau
3 5 (14.71%) Databricks
3 5 (14.71%) JD Edwards
4 2 (5.88%) VMware
5 1 (2.94%) Citrix
5 1 (2.94%) Kaspersky
5 1 (2.94%) NetApp
5 1 (2.94%) Sophos
5 1 (2.94%) Talend