Period
to 22 October 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 22 October 2018 with a comparison to the same period in the previous 2 years.

Data Warehousing
East of England > Cambridgeshire
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 126 191 101
Rank change year-on-year +65 -90 +42
Permanent jobs citing Data Warehouse 65 11 81
As % of all permanent IT jobs advertised in Cambridgeshire 1.87% 0.29% 2.31%
As % of the Database & Business Intelligence category 7.39% 1.18% 8.95%
Number of salaries quoted 29 9 73
Cambridgeshire median annual salary £47,000 £52,500 £42,500
Median salary % change year-on-year -10.48% +23.53% -10.53%
10th Percentile £27,500 £41,000 £32,500
90th Percentile £55,500 £85,000 £71,250
East of England median annual salary £50,000 £50,000 £50,000

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 880 930 905
As % of all permanent IT jobs advertised in Cambridgeshire 25.38% 24.62% 25.78%
Number of salaries quoted 623 770 765
Cambridgeshire median annual salary £45,000 £45,000 £42,500
Median salary % change year-on-year - +5.88% -
10th Percentile £27,500 £30,000 £27,500
90th Percentile £71,250 £61,375 £61,250
East of England median annual salary £46,500 £45,000 £45,000
% change year-on-year +3.33% - +2.27%

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 22 October 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 22 October 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 +14 54 £42,875 -2.00% 8
Cambridge +33 10 £47,500 -9.52% 10
Huntingdon - 1 - -
Data Warehouse
East of England

For the 6 months to 22 October 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 63 (96.92%) Business Intelligence
2 45 (69.23%) Microsoft
3 43 (66.15%) SQL Server
4 40 (61.54%) SQL Server Reporting Services
4 40 (61.54%) SQL Server Integration Services
5 39 (60.00%) Analytics
6 36 (55.38%) SQL Server Analysis Services
7 33 (50.77%) ETL
8 27 (41.54%) Microsoft Azure
8 27 (41.54%) Power BI
9 26 (40.00%) Data Integration
10 25 (38.46%) SQL
11 22 (33.85%) Cognos
12 21 (32.31%) Cognos Business Intelligence
12 21 (32.31%) Microsoft Excel
13 20 (30.77%) Azure Data Factory
14 19 (29.23%) Cognos TM1
15 17 (26.15%) Data Modelling
16 16 (24.62%) PowerPivot
17 15 (23.08%) Microsoft Power View
18 14 (21.54%) Mentoring
19 13 (20.00%) ITIL
19 13 (20.00%) Windows
20 12 (18.46%) NHS
20 12 (18.46%) BizTalk Server
20 12 (18.46%) Retail
20 12 (18.46%) Incident Management
20 12 (18.46%) Talend
20 12 (18.46%) PMO
21 11 (16.92%) Presales

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 12 (18.46%) BizTalk Server
2 9 (13.85%) Oracle SOA Suite
3 5 (7.69%) Apache Spark
4 2 (3.08%) SharePoint
Applications
1 21 (32.31%) Microsoft Excel
2 5 (7.69%) Microsoft Office
Business Applications
1 21 (32.31%) Cognos Business Intelligence
2 19 (29.23%) Cognos TM1
3 4 (6.15%) Dynamics AX
4 3 (4.62%) Dynamics CRM
Cloud Services
1 27 (41.54%) Microsoft Azure
2 20 (30.77%) Azure Data Factory
3 7 (10.77%) Amazon AWS
3 7 (10.77%) Office 365
4 2 (3.08%) Dynamics 365
5 1 (1.54%) Amazon EMR
5 1 (1.54%) Amazon S3
Database & Business Intelligence
1 43 (66.15%) SQL Server
2 40 (61.54%) SQL Server Integration Services
2 40 (61.54%) SQL Server Reporting Services
3 36 (55.38%) SQL Server Analysis Services
4 27 (41.54%) Power BI
5 16 (24.62%) PowerPivot
6 15 (23.08%) Microsoft Power View
7 9 (13.85%) Big Data
8 5 (7.69%) Amazon Redshift
8 5 (7.69%) Data Lake
8 5 (7.69%) NoSQL
9 4 (6.15%) Azure SQL Data Warehouse
9 4 (6.15%) Azure SQL Database
9 4 (6.15%) Cosmos DB
10 3 (4.62%) MySQL
10 3 (4.62%) SQL Server 2008
11 2 (3.08%) Apache Hive
11 2 (3.08%) Hadoop
11 2 (3.08%) Microsoft Analysis Services
11 2 (3.08%) OLAP
Development Applications
1 1 (1.54%) GitLab
1 1 (1.54%) Visual Studio
General
1 12 (18.46%) Retail
2 7 (10.77%) Finance
3 2 (3.08%) Advertising
4 1 (1.54%) Legal
4 1 (1.54%) Manufacturing
4 1 (1.54%) Pharmaceutical
4 1 (1.54%) Publishing
Job Titles
1 25 (38.46%) Developer
2 22 (33.85%) Business Intelligence Developer
3 17 (26.15%) Architect
4 16 (24.62%) Business Intelligence Architect
5 11 (16.92%) Business Intelligence Consultant
5 11 (16.92%) Consultant
6 10 (15.38%) Microsoft BI Consultant
6 10 (15.38%) Microsoft Consultant
6 10 (15.38%) Technical Consultant
7 9 (13.85%) Analyst
7 9 (13.85%) Report Developer
8 6 (9.23%) 3rd Line Engineer
8 6 (9.23%) SQL Developer
9 5 (7.69%) Business Developer
9 5 (7.69%) Data Warehouse Developer
9 5 (7.69%) Security Engineer
9 5 (7.69%) SQL BI Developer
10 4 (6.15%) Business Intelligence Analyst
10 4 (6.15%) Senior Developer
10 4 (6.15%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 11 (16.92%) Middleware
2 1 (1.54%) Apache Camel
2 1 (1.54%) Kafka
2 1 (1.54%) REST
2 1 (1.54%) SOAP
2 1 (1.54%) Web Services
Miscellaneous
1 12 (18.46%) NHS
2 7 (10.77%) Analytical Skills
3 5 (7.69%) Computer Science
4 4 (6.15%) EMC VNX
4 4 (6.15%) Replication
5 2 (3.08%) Data Structures
6 1 (1.54%) Self-Motivation
Operating Systems
1 13 (20.00%) Windows
2 6 (9.23%) Windows Server
3 5 (7.69%) Windows Server 2008
3 5 (7.69%) Windows Server 2012
4 2 (3.08%) Linux
5 1 (1.54%) Windows 10
5 1 (1.54%) Windows 7
Processes & Methodologies
1 63 (96.92%) Business Intelligence
2 39 (60.00%) Analytics
3 33 (50.77%) ETL
4 26 (40.00%) Data Integration
5 17 (26.15%) Data Modelling
6 14 (21.54%) Mentoring
7 13 (20.00%) ITIL
8 12 (18.46%) Incident Management
9 11 (16.92%) Presales
10 10 (15.38%) Agile Software Development
11 9 (13.85%) Change Management
11 9 (13.85%) Service Delivery
11 9 (13.85%) SOA
12 6 (9.23%) Data Analysis
13 5 (7.69%) Patch Management
14 4 (6.15%) Creative Thinking
14 4 (6.15%) Data Science
14 4 (6.15%) Data Strategy
14 4 (6.15%) DevOps
14 4 (6.15%) Machine Learning
Programming Languages
1 25 (38.46%) SQL
2 10 (15.38%) T-SQL
3 5 (7.69%) Data Analysis Expressions (DAX)
3 5 (7.69%) Scala
4 4 (6.15%) Python
5 1 (1.54%) PL/SQL
5 1 (1.54%) PowerShell
Qualifications
1 11 (16.92%) ITIL Foundation Certificate
2 6 (9.23%) Security Cleared
3 5 (7.69%) SC Cleared
4 4 (6.15%) Degree
5 2 (3.08%) NCDA
5 2 (3.08%) NCIE
Quality Assurance & Compliance
1 12 (18.46%) PMO
2 10 (15.38%) SLA
3 5 (7.69%) GDPR
4 3 (4.62%) Data Quality
System Software
1 10 (15.38%) VMware Infrastructure
2 5 (7.69%) VMware Workstation
3 2 (3.08%) Hyper-V
4 1 (1.54%) Active Directory
4 1 (1.54%) HDFS
Systems Management
1 9 (13.85%) Backup Exec
2 5 (7.69%) SCCM
2 5 (7.69%) WSUS
3 2 (3.08%) NetApp OnCommand
3 2 (3.08%) Systems Management Server (SMS)
Vendors
1 45 (69.23%) Microsoft
2 22 (33.85%) Cognos
3 12 (18.46%) Talend
4 11 (16.92%) Informatica
4 11 (16.92%) Oracle
4 11 (16.92%) VMware
5 9 (13.85%) Hyperion
6 8 (12.31%) Tableau
7 6 (9.23%) NetApp
8 5 (7.69%) Kaspersky
8 5 (7.69%) Sophos
9 4 (6.15%) 3PAR
9 4 (6.15%) CommVault
9 4 (6.15%) Databricks
9 4 (6.15%) EMC
9 4 (6.15%) HP
9 4 (6.15%) Veeam
9 4 (6.15%) Zerto
10 1 (1.54%) Citrix
10 1 (1.54%) JD Edwards