The table below looks at the statistics for Data Management skills in IT jobs advertised for the Leeds region. Included is a guide to the salaries offered in IT jobs that have cited Data Management over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Data Management
Rank 132 102 118
Rank change year-on-year
-30 +16
Permanent jobs citing Data Management 25 87 59
As % of all permanent IT jobs located in Leeds 0.97% 2.65% 1.77%
As % of the Processes & Methodologies category 1.08% 2.98% 1.94%
Number of salaries quoted 24 63 54
Median salary £51,250 £42,500 £45,000
Median salary % change year-on-year
+20.58% -5.55%
90% offered a salary of more than £22,500 £25,600 £30,450
10% offered a salary of more than £104,000 £72,000 £72,500
UK excluding London median salary £50,000 £47,500 £46,500
% change year-on-year
+5.26% +2.15%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Leeds region.

Processes & Methodologies Category
Leeds
Permanent IT job ads with a match in the
Processes & Methodologies category
2312 2916 3040
As % of all permanent IT jobs located in Leeds 89.47% 88.79% 91.21%
Number of salaries quoted 1995 2427 2439
Median salary £45,000 £43,250 £42,500
Median salary % change year-on-year
+4.04% +1.76%
90% offered a salary of more than £30,000 £31,500 £30,000
10% offered a salary of more than £60,000 £57,500 £60,000
UK excluding London median salary £45,000 £45,000 £42,500
% change year-on-year
- +5.88%

Data Management
Jobs Demand Trend in Leeds

The demand trend of job ads across the Leeds region citing Data Management as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Management Jobs Demand Trend in Leeds

Data Management
Salary Trend in Leeds

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

Data Management Salary Trend in Leeds

Data Management
Salary Histogram in Leeds

This chart provides a salary histogram for IT jobs citing Data Management across the Leeds region over the 3 months to 21 January 2017.

Data Management Salary Histogram in Leeds

Data Management
Top 30 Related IT Skills in Leeds

For the 6 months to 21 January 2017, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Leeds region with a requirement for Data Management.

1 30 (44.78%) Agile Software Development
2 29 (43.28%) SQL Server
3 28 (41.79%) Business Intelligence
4 24 (35.82%) Microsoft
5 22 (32.84%) Data Integration
6 21 (31.34%) SQL Server 2012
7 20 (29.85%) Big Data
7 20 (29.85%) Microsoft Azure
7 20 (29.85%) ETL
8 18 (26.87%) Finance
9 17 (25.37%) SQL Server Analysis Services
9 17 (25.37%) SQL Server 2014
10 16 (23.88%) Analytical Skills
10 16 (23.88%) Hadoop
11 15 (22.39%) Continuous Improvement
11 15 (22.39%) NoSQL
12 14 (20.90%) OLAP
12 14 (20.90%) C#
12 14 (20.90%) OLAP Cube
12 14 (20.90%) Data Analysis Expressions (DAX)
12 14 (20.90%) SQL Server 2016
13 12 (17.91%) Tableau
13 12 (17.91%) Splunk
13 12 (17.91%) SQL
14 11 (16.42%) Stakeholder Management
14 11 (16.42%) SQL Server Integration Services
14 11 (16.42%) Master Data Management
15 10 (14.93%) Relational Database
16 9 (13.43%) Analytics
17 8 (11.94%) T-SQL

Data Management
Top Related IT Skills in Leeds 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 4 (5.97%) Apache Spark
2 1 (1.49%) Apache Solr
2 1 (1.49%) Elasticsearch
2 1 (1.49%) IIS
2 1 (1.49%) OpenEdge
2 1 (1.49%) SAS
2 1 (1.49%) WebSphere
2 1 (1.49%) WebSphere Application Server
2 1 (1.49%) WebSphere Process Server
Applications
1 5 (7.46%) MS Excel
2 1 (1.49%) MS Office
Cloud Services
1 20 (29.85%) Microsoft Azure
2 1 (1.49%) G Suite
2 1 (1.49%) Office 365
2 1 (1.49%) PaaS
2 1 (1.49%) SaaS
2 1 (1.49%) Slack
Communications & Networking
1 1 (1.49%) DHCP
1 1 (1.49%) DNS
1 1 (1.49%) Firewall
1 1 (1.49%) iSCSI
1 1 (1.49%) SAN
1 1 (1.49%) SSL
1 1 (1.49%) TCP/IP
1 1 (1.49%) VLAN
1 1 (1.49%) VPN
Database & Business Intelligence
1 29 (43.28%) SQL Server
2 21 (31.34%) SQL Server 2012
3 20 (29.85%) Big Data
4 17 (25.37%) SQL Server 2014
4 17 (25.37%) SQL Server Analysis Services
5 16 (23.88%) Hadoop
6 15 (22.39%) NoSQL
7 14 (20.90%) OLAP
7 14 (20.90%) OLAP Cube
7 14 (20.90%) SQL Server 2016
8 11 (16.42%) SQL Server Integration Services
9 10 (14.93%) Relational Database
10 7 (10.45%) SQL Server 2008
11 5 (7.46%) Data Warehouse
11 5 (7.46%) MySQL
12 4 (5.97%) SQL Server Reporting Services
13 3 (4.48%) Data Mart
14 1 (1.49%) Data Mining
14 1 (1.49%) DataStage
14 1 (1.49%) MS Access
Development Applications
1 2 (2.99%) Team Foundation Server
2 1 (1.49%) Cucumber
2 1 (1.49%) FitNesse
2 1 (1.49%) Git (software)
2 1 (1.49%) HP UFT
2 1 (1.49%) NuGet
2 1 (1.49%) Octopus Deploy
2 1 (1.49%) Selenium
2 1 (1.49%) SoapUI
2 1 (1.49%) SpecFlow
2 1 (1.49%) WebSpeed
General
1 18 (26.87%) Finance
2 3 (4.48%) Back Office
2 3 (4.48%) Financial Institution
2 3 (4.48%) Marketing
3 1 (1.49%) Billing
3 1 (1.49%) Retail
3 1 (1.49%) Telecoms
Job Titles
1 31 (46.27%) Developer
2 17 (25.37%) Business Intelligence Developer
3 15 (22.39%) ETL Developer
4 11 (16.42%) SQL Developer
5 6 (8.96%) Analyst
6 5 (7.46%) Business Analyst
7 4 (5.97%) Architect
7 4 (5.97%) Development Team Leader
7 4 (5.97%) Head of Analytics
7 4 (5.97%) Head of Business Intelligence
7 4 (5.97%) Lead Developer
7 4 (5.97%) Team Leader
8 3 (4.48%) Data Manager
8 3 (4.48%) Java Developer
8 3 (4.48%) Java Software Developer
8 3 (4.48%) Lead Java Developer
8 3 (4.48%) Lead Software Developer
8 3 (4.48%) SQL BI Developer
8 3 (4.48%) SQL Server BI Developer
8 3 (4.48%) SQL Server Developer
Libraries, Frameworks & Software Standards
1 3 (4.48%) Node.js
1 3 (4.48%) Web Services
2 1 (1.49%) .NET
2 1 (1.49%) HTML
2 1 (1.49%) Kafka
2 1 (1.49%) OAuth
2 1 (1.49%) OpenID
2 1 (1.49%) RabbitMQ
2 1 (1.49%) SAML
2 1 (1.49%) XML
Miscellaneous
1 22 (32.84%) Data Integration
2 16 (23.88%) Analytical Skills
3 4 (5.97%) Enterprise Software
4 3 (4.48%) Visualisation
5 2 (2.99%) Virtual Team
6 1 (1.49%) Biology
6 1 (1.49%) Client/Server
6 1 (1.49%) Data Centre
6 1 (1.49%) GPGPU
6 1 (1.49%) Over-the-Top Content
6 1 (1.49%) Reference Data
Operating Systems
1 5 (7.46%) Linux
2 4 (5.97%) Unix
3 3 (4.48%) Windows
4 2 (2.99%) Mac OS
5 1 (1.49%) CentOS
5 1 (1.49%) Debian
5 1 (1.49%) Ubuntu
5 1 (1.49%) Windows Server
Processes & Methodologies
1 30 (44.78%) Agile Software Development
2 28 (41.79%) Business Intelligence
3 20 (29.85%) ETL
4 15 (22.39%) Continuous Improvement
5 11 (16.42%) Master Data Management
5 11 (16.42%) Stakeholder Management
6 9 (13.43%) Analytics
7 8 (11.94%) Data Modelling
8 7 (10.45%) Performance Tuning
8 7 (10.45%) Scrum
9 5 (7.46%) CRM
9 5 (7.46%) DevOps
9 5 (7.46%) TOGAF
9 5 (7.46%) UML
10 4 (5.97%) Business Analysis
10 4 (5.97%) Business Analytics
10 4 (5.97%) Data Analysis
10 4 (5.97%) Data Governance
11 3 (4.48%) BDD
11 3 (4.48%) Data Visualisation
Programming Languages
1 14 (20.90%) C#
1 14 (20.90%) Data Analysis Expressions (DAX)
2 12 (17.91%) SQL
3 8 (11.94%) T-SQL
4 5 (7.46%) C
5 3 (4.48%) Java
5 3 (4.48%) Python
5 3 (4.48%) Scala
6 1 (1.49%) C++
6 1 (1.49%) JavaScript
6 1 (1.49%) OpenEdge ABL
6 1 (1.49%) PowerShell
6 1 (1.49%) Progress 4GL
Qualifications
1 2 (2.99%) Degree
1 2 (2.99%) Postgraduate
2 1 (1.49%) ISEB
2 1 (1.49%) RHCE
2 1 (1.49%) VMware Certified Professional (VCP)
Quality Assurance & Compliance
1 6 (8.96%) Data Quality
2 2 (2.99%) QA
3 1 (1.49%) SLA
System Software
1 4 (5.97%) Apache Flume
2 2 (2.99%) Virtual Servers
3 1 (1.49%) Apache ZooKeeper
3 1 (1.49%) GPFS
3 1 (1.49%) HDFS
3 1 (1.49%) VMware Infrastructure
3 1 (1.49%) vSphere
Systems Management
1 1 (1.49%) HP Quality Center
1 1 (1.49%) Oozie
Vendors
1 24 (35.82%) Microsoft
2 12 (17.91%) Splunk
2 12 (17.91%) Tableau
3 4 (5.97%) Progress
4 3 (4.48%) Cloudera
4 3 (4.48%) IBM
5 2 (2.99%) HP
6 1 (1.49%) Citrix
6 1 (1.49%) Google
6 1 (1.49%) Oracle
6 1 (1.49%) Red Hat
6 1 (1.49%) VMware
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