Period
to 13 November 2018

The following table provides summary statistics for permanent job vacancies advertised in the East of England 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 13 November 2018 with a comparison to the same period in the previous 2 years.

Data Management
England > East of England
6 months to
13 Nov 2018
Same period 2017 Same period 2016
Rank 252 250 225
Rank change year-on-year -2 -25 +18
Permanent jobs citing Data Management 84 116 146
As % of all permanent IT jobs advertised in the East of England 0.82% 0.96% 1.11%
As % of the Processes & Methodologies category 0.91% 1.07% 1.23%
Number of salaries quoted 64 96 95
East of England median annual salary £52,500 £50,000 £42,500
Median salary % change year-on-year +5.00% +17.65% -5.56%
10th Percentile £32,800 £32,500 £31,250
90th Percentile £77,250 £71,250 £69,250
England median annual salary £55,000 £55,000 £53,500
% change year-on-year - +2.80% +7.00%

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Permanent vacancies with a requirement for process or methodology skills 9,213 10,840 11,832
As % of all permanent IT jobs advertised in the East of England 89.95% 90.12% 90.04%
Number of salaries quoted 6,917 8,824 9,748
East of England median annual salary £47,500 £45,250 £45,000
Median salary % change year-on-year +4.97% +0.56% -
10th Percentile £26,400 £27,250 £26,250
90th Percentile £72,500 £70,000 £70,000
England median annual salary £52,500 £50,000 £50,000
% change year-on-year +5.00% - +5.26%

Data Management
Job Vacancy Trend in the East of England

Job postings citing Data Management as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Data Management in the East of England

Data Management
Salary Trend in the East of England

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

Salary trend for Data Management in the East of England

Data Management
Salary Histogram in the East of England

The salary distribution of IT jobs citing Data Management in the East of England over the 6 months to 13 November 2018.

Salary histogram for Data Management in the East of England

Data Management
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 Management within the East of England region over the 6 months to 13 November 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
Cambridgeshire +35 43 £53,000 -21.48% 14
Hertfordshire -28 15 £60,000 +33.33% 3
Bedfordshire +2 10 £35,000 -30.00%
Suffolk +5 8 £52,500 +65.35%
Essex +14 7 £50,000 -9.09% 1
Norfolk +13 1 - -
Data Management
England

For the 6 months to 13 November 2018, 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 East of England region with a requirement for Data Management.

1 36 (42.86%) SQL
2 34 (40.48%) SQL Server
3 33 (39.29%) ETL
4 32 (38.10%) Analytical Skills
5 25 (29.76%) Relational Database
6 24 (28.57%) Agile Software Development
6 24 (28.57%) Microsoft Azure
7 21 (25.00%) SQL Server Integration Services
8 20 (23.81%) Data Modelling
9 19 (22.62%) Migration
9 19 (22.62%) QA
9 19 (22.62%) Analytics
10 18 (21.43%) Microsoft
11 16 (19.05%) Waterfall
12 15 (17.86%) Data Migration
12 15 (17.86%) Degree
12 15 (17.86%) Master Data Management
12 15 (17.86%) Data Governance
12 15 (17.86%) Data Analysis
13 14 (16.67%) SQL Server Reporting Services
13 14 (16.67%) Java
13 14 (16.67%) Apache Spark
13 14 (16.67%) Test Automation
13 14 (16.67%) Problem-Solving
14 13 (15.48%) Data Quality
14 13 (15.48%) XML
14 13 (15.48%) Python
14 13 (15.48%) Finance
15 12 (14.29%) Data Warehouse
15 12 (14.29%) Hortonworks

Data Management
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 14 (16.67%) Apache Spark
2 4 (4.76%) Exchange Server 2010
2 4 (4.76%) Exchange Server 2013
2 4 (4.76%) MS Exchange
3 3 (3.57%) IIS
3 3 (3.57%) SAS
4 2 (2.38%) BizTalk Server
5 1 (1.19%) Apache
5 1 (1.19%) LiveCycle
Applications
1 4 (4.76%) Microsoft Excel
2 3 (3.57%) Microsoft Office
3 1 (1.19%) Microsoft PowerPoint
3 1 (1.19%) Microsoft Project
Business Applications
1 3 (3.57%) SAP MDG
2 2 (2.38%) Cognos Business Intelligence
3 1 (1.19%) Dynamics AX
Cloud Services
1 24 (28.57%) Microsoft Azure
2 10 (11.90%) Amazon AWS
3 6 (7.14%) Azure Data Factory
3 6 (7.14%) Office 365
4 1 (1.19%) Google Cloud Platform
4 1 (1.19%) Sumo Logic
Communications & Networking
1 3 (3.57%) SMS
2 1 (1.19%) DNS
2 1 (1.19%) Firewall
2 1 (1.19%) FTP
2 1 (1.19%) HTTP
2 1 (1.19%) Internet
Database & Business Intelligence
1 34 (40.48%) SQL Server
2 25 (29.76%) Relational Database
3 21 (25.00%) SQL Server Integration Services
4 14 (16.67%) SQL Server Reporting Services
5 12 (14.29%) Data Warehouse
6 10 (11.90%) RDBMS
7 9 (10.71%) Hadoop
7 9 (10.71%) PostgreSQL
8 8 (9.52%) Apache Hive
8 8 (9.52%) Sqoop
9 7 (8.33%) SQL Server Analysis Services
10 6 (7.14%) Big Data
10 6 (7.14%) Power BI
11 5 (5.95%) SQL Server 2008
12 4 (4.76%) Data Lake
13 3 (3.57%) Microsoft Analysis Services
13 3 (3.57%) SAP Data Services
14 2 (2.38%) NoSQL
14 2 (2.38%) PowerPivot
14 2 (2.38%) SQL Server 2005
Development Applications
1 4 (4.76%) SoapUI
2 3 (3.57%) Octopus Deploy
2 3 (3.57%) Team Foundation Server
3 2 (2.38%) Git (software)
3 2 (2.38%) Gradle
3 2 (2.38%) Jenkins
3 2 (2.38%) Maven
General
1 13 (15.48%) Finance
2 8 (9.52%) Retail
3 3 (3.57%) Pharmaceutical
4 2 (2.38%) Legal
4 2 (2.38%) Marketing
5 1 (1.19%) Advertising
5 1 (1.19%) Games
Job Titles
1 25 (29.76%) Developer
2 18 (21.43%) Architect
3 14 (16.67%) Data Architect
4 11 (13.10%) Database Developer
5 9 (10.71%) Data Migration Architect
5 9 (10.71%) Migration Architect
6 8 (9.52%) Hadoop Developer
6 8 (9.52%) Principal Developer
6 8 (9.52%) QA Manager
7 7 (8.33%) Analyst
8 4 (4.76%) Active Directory Specialist
8 4 (4.76%) Data Analyst
8 4 (4.76%) Data Engineer
8 4 (4.76%) Messaging Specialist
8 4 (4.76%) Senior Data Warehouse Specialist
9 3 (3.57%) Data Manager
9 3 (3.57%) Java Software Engineer
9 3 (3.57%) Lead Developer
9 3 (3.57%) Python Developer
9 3 (3.57%) Python Team Leader
Libraries, Frameworks & Software Standards
1 13 (15.48%) XML
2 12 (14.29%) JSON
2 12 (14.29%) Kafka
3 9 (10.71%) RESTful
3 9 (10.71%) XSD
4 4 (4.76%) SOAP
5 2 (2.38%) .NET
5 2 (2.38%) LDAP
5 2 (2.38%) MDX
5 2 (2.38%) Middleware
5 2 (2.38%) Web Services
6 1 (1.19%) EDI
6 1 (1.19%) Ehcache
6 1 (1.19%) Keras
6 1 (1.19%) LINQ
6 1 (1.19%) NumPy
6 1 (1.19%) Pandas
6 1 (1.19%) scikit-learn
6 1 (1.19%) SciPy
6 1 (1.19%) WinForms
Miscellaneous
1 32 (38.10%) Analytical Skills
2 12 (14.29%) Reference Data
3 11 (13.10%) Data Structures
4 6 (7.14%) Computer Science
5 4 (4.76%) Life Science
5 4 (4.76%) Reinsurance
5 4 (4.76%) Virtual Team
6 3 (3.57%) Algorithms
6 3 (3.57%) Enterprise Software
7 2 (2.38%) NHS
7 2 (2.38%) PKI
8 1 (1.19%) Biotechnology
8 1 (1.19%) Client/Server
8 1 (1.19%) Fintech
8 1 (1.19%) Greenfield Project
8 1 (1.19%) Replication
Operating Systems
1 7 (8.33%) Windows
2 3 (3.57%) Linux
2 3 (3.57%) Windows Server
3 1 (1.19%) Unix
Processes & Methodologies
1 33 (39.29%) ETL
2 24 (28.57%) Agile Software Development
3 20 (23.81%) Data Modelling
4 19 (22.62%) Analytics
4 19 (22.62%) Migration
5 16 (19.05%) Waterfall
6 15 (17.86%) Data Analysis
6 15 (17.86%) Data Governance
6 15 (17.86%) Data Migration
6 15 (17.86%) Master Data Management
7 14 (16.67%) Problem-Solving
7 14 (16.67%) Test Automation
8 11 (13.10%) Data Science
9 9 (10.71%) Business Intelligence
9 9 (10.71%) Matrix Organization
9 9 (10.71%) PRINCE2
9 9 (10.71%) Reference Data Management
10 8 (9.52%) Integration Testing
10 8 (9.52%) Project Planning
10 8 (9.52%) Release Management
Programming Languages
1 36 (42.86%) SQL
2 14 (16.67%) Java
3 13 (15.48%) Python
4 10 (11.90%) C#
5 9 (10.71%) C++
5 9 (10.71%) VBA
6 8 (9.52%) Bash Shell
6 8 (9.52%) R
6 8 (9.52%) Scala
7 7 (8.33%) PowerShell
8 6 (7.14%) T-SQL
9 1 (1.19%) JavaScript
9 1 (1.19%) Perl
9 1 (1.19%) PHP
Qualifications
1 15 (17.86%) Degree
2 9 (10.71%) SC Cleared
2 9 (10.71%) Security Cleared
3 2 (2.38%) PhD
4 1 (1.19%) Computer Science Degree
Quality Assurance & Compliance
1 19 (22.62%) QA
2 13 (15.48%) Data Quality
3 1 (1.19%) Def Stans
3 1 (1.19%) GDPR
System Software
1 8 (9.52%) HDFS
2 4 (4.76%) Active Directory
3 3 (3.57%) Hyper-V
4 2 (2.38%) Active Directory Lightweight Directory Services
Systems Management
1 8 (9.52%) Oozie
Vendors
1 18 (21.43%) Microsoft
2 12 (14.29%) Hortonworks
3 8 (9.52%) CA
4 4 (4.76%) Alteryx
4 4 (4.76%) Tableau
5 3 (3.57%) Informatica
5 3 (3.57%) SAP
5 3 (3.57%) Talend
6 2 (2.38%) Cognos
7 1 (1.19%) DataFlux
7 1 (1.19%) Google
7 1 (1.19%) Salesforce.com
7 1 (1.19%) Splunk
7 1 (1.19%) Terracotta
7 1 (1.19%) Trillium