Period
to 15 February 2019

The following table provides summary statistics for permanent job vacancies advertised in Cambridgeshire with a requirement for Data Management skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Management over the 6 months to 15 February 2019 with a comparison to the same period in the previous 2 years.

Data Management
East of England > Cambridgeshire
6 months to
15 Feb 2019
Same period 2018 Same period 2017
Rank 144 191 153
Rank change year-on-year +47 -38 -5
Permanent jobs citing Data Management 43 27 20
As % of all permanent IT jobs advertised in Cambridgeshire 1.39% 0.63% 0.61%
As % of the Processes & Methodologies category 1.50% 0.68% 0.67%
Number of salaries quoted 23 22 18
Cambridgeshire median annual salary £45,000 £50,000 £36,250
Median salary % change year-on-year -10.00% +37.93% -9.38%
10th Percentile £23,875 £27,500 £33,000
90th Percentile £72,500 £65,000 £44,075
East of England median annual salary £60,000 £50,000 £47,500
% change year-on-year +20.00% +5.26% -

Data Management is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Cambridgeshire
Permanent vacancies with a requirement for process or methodology skills 2,872 3,998 2,971
As % of all permanent IT jobs advertised in Cambridgeshire 92.59% 93.39% 90.06%
Number of salaries quoted 2,061 2,959 2,420
Cambridgeshire median annual salary £47,500 £50,000 £45,000
Median salary % change year-on-year -5.00% +11.11% +5.88%
10th Percentile £28,250 £29,250 £26,250
90th Percentile £71,250 £70,000 £64,275
East of England median annual salary £47,500 £49,000 £45,000
% change year-on-year -3.06% +8.89% -

Data Management
Job Vacancy Trend in Cambridgeshire

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

Job vacancy trend for Data Management in Cambridgeshire

Data Management
Salary Trend in Cambridgeshire

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

Salary trend for Data Management in Cambridgeshire

Data Management
Salary Histogram in Cambridgeshire

The salary distribution of IT jobs citing Data Management in Cambridgeshire over the 6 months to 15 February 2019.

Salary histogram for Data Management in Cambridgeshire

Data Management
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 Management within the Cambridgeshire region over the 6 months to 15 February 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 +45 26 £45,000 -10.00% 6
Peterborough -6 10 £39,250 - 1
Huntingdon -4 1 - -
Data Management
East of England

For the 6 months to 15 February 2019, IT jobs citing Data Management 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 Management.

1 18 (41.86%) SQL
2 16 (37.21%) Microsoft
2 16 (37.21%) Agile Software Development
3 15 (34.88%) Relational Database
4 14 (32.56%) SQL Server
5 12 (27.91%) SQL Server Integration Services
6 10 (23.26%) Analytical Skills
6 10 (23.26%) Java
6 10 (23.26%) Python
6 10 (23.26%) Retail
7 9 (20.93%) Data Modelling
7 9 (20.93%) Microsoft Azure
7 9 (20.93%) Data Structures
8 8 (18.60%) PRINCE2
8 8 (18.60%) Microsoft Office
8 8 (18.60%) SQL Server Reporting Services
9 7 (16.28%) Microsoft Excel
9 7 (16.28%) ETL
9 7 (16.28%) Analytics
9 7 (16.28%) QA
10 6 (13.95%) SQL Server Analysis Services
10 6 (13.95%) Test Automation
10 6 (13.95%) Dynamics AX
10 6 (13.95%) Amazon AWS
10 6 (13.95%) Business Intelligence
10 6 (13.95%) RDBMS
10 6 (13.95%) ERP
10 6 (13.95%) Data Security
10 6 (13.95%) Finance
11 5 (11.63%) Windows

Data Management
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 5 (11.63%) Apache Spark
2 3 (6.98%) SAS
Applications
1 8 (18.60%) Microsoft Office
2 7 (16.28%) Microsoft Excel
Business Applications
1 6 (13.95%) Dynamics AX
2 4 (9.30%) NetSuite
Cloud Services
1 9 (20.93%) Microsoft Azure
2 6 (13.95%) Amazon AWS
3 1 (2.33%) Google Cloud Platform
Database & Business Intelligence
1 15 (34.88%) Relational Database
2 14 (32.56%) SQL Server
3 12 (27.91%) SQL Server Integration Services
4 8 (18.60%) SQL Server Reporting Services
5 6 (13.95%) RDBMS
5 6 (13.95%) SQL Server Analysis Services
6 5 (11.63%) Apache Hive
6 5 (11.63%) Hadoop
6 5 (11.63%) Sqoop
7 4 (9.30%) Data Warehouse
7 4 (9.30%) Power BI
7 4 (9.30%) SQL Server 2012
7 4 (9.30%) SQL Server 2016
8 2 (4.65%) Base SAS
8 2 (4.65%) Microsoft Analysis Services
8 2 (4.65%) QlikView
8 2 (4.65%) SQL Server 2008
8 2 (4.65%) SQLite
9 1 (2.33%) NoSQL
9 1 (2.33%) PostgreSQL
Development Applications
1 2 (4.65%) Git (software)
1 2 (4.65%) Gradle
1 2 (4.65%) Jenkins
1 2 (4.65%) Maven
General
1 10 (23.26%) Retail
2 6 (13.95%) Finance
3 2 (4.65%) Marketing
3 2 (4.65%) Pharmaceutical
Job Titles
1 21 (48.84%) Developer
2 7 (16.28%) Database Developer
3 6 (13.95%) Administrator
4 5 (11.63%) Data Administrator
4 5 (11.63%) Hadoop Developer
4 5 (11.63%) Master Data Administrator
4 5 (11.63%) Principal Developer
5 4 (9.30%) Business Developer
5 4 (9.30%) Business Intelligence Developer
5 4 (9.30%) Software Engineer
6 3 (6.98%) Java Engineer
6 3 (6.98%) Java Software Engineer
6 3 (6.98%) Lead Developer
6 3 (6.98%) Lead Software Engineer
6 3 (6.98%) Python Developer
6 3 (6.98%) Python Team Leader
6 3 (6.98%) Team Leader
7 2 (4.65%) Data Engineer
7 2 (4.65%) Software Manager
7 2 (4.65%) Software Release Manager
Libraries, Frameworks & Software Standards
1 5 (11.63%) Apache NiFi
1 5 (11.63%) Kafka
2 1 (2.33%) .NET
2 1 (2.33%) .NET Framework
2 1 (2.33%) CSS
2 1 (2.33%) Ehcache
Miscellaneous
1 10 (23.26%) Analytical Skills
2 9 (20.93%) Data Structures
3 3 (6.98%) Algorithms
3 3 (6.98%) Enterprise Software
3 3 (6.98%) Life Science
3 3 (6.98%) Virtual Team
4 1 (2.33%) Data Centre
4 1 (2.33%) NHS
Operating Systems
1 5 (11.63%) Windows
2 3 (6.98%) Linux
3 1 (2.33%) Windows 10
3 1 (2.33%) Windows 7
3 1 (2.33%) Windows Server
3 1 (2.33%) Windows Server 2008
Processes & Methodologies
1 16 (37.21%) Agile Software Development
2 9 (20.93%) Data Modelling
3 8 (18.60%) PRINCE2
4 7 (16.28%) Analytics
4 7 (16.28%) ETL
5 6 (13.95%) Business Intelligence
5 6 (13.95%) Data Security
5 6 (13.95%) ERP
5 6 (13.95%) Test Automation
6 5 (11.63%) Coaching
6 5 (11.63%) Concurrent Programming
6 5 (11.63%) Data Governance
6 5 (11.63%) Data Science
6 5 (11.63%) MapReduce
6 5 (11.63%) Master Data Management
6 5 (11.63%) Multithreading
6 5 (11.63%) Problem-Solving
6 5 (11.63%) Process Improvement
6 5 (11.63%) Software Engineering
6 5 (11.63%) Waterfall
Programming Languages
1 18 (41.86%) SQL
2 10 (23.26%) Java
2 10 (23.26%) Python
3 5 (11.63%) Bash Shell
3 5 (11.63%) R
3 5 (11.63%) Scala
4 3 (6.98%) T-SQL
5 1 (2.33%) C#
5 1 (2.33%) JavaScript
Qualifications
1 4 (9.30%) Microsoft Certification
2 2 (4.65%) Degree
3 1 (2.33%) APMP
3 1 (2.33%) HNC
3 1 (2.33%) HND
3 1 (2.33%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 7 (16.28%) QA
2 5 (11.63%) Data Quality
2 5 (11.63%) SLA
System Software
1 5 (11.63%) HDFS
Systems Management
1 5 (11.63%) Oozie
Vendors
1 16 (37.21%) Microsoft
2 5 (11.63%) CA
2 5 (11.63%) Hortonworks
2 5 (11.63%) SAP
3 4 (9.30%) JD Edwards
4 2 (4.65%) Salesforce.com
5 1 (2.33%) Terracotta