Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Management
South East > Berkshire
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 139 154 153
Rank change year-on-year +15 -1 +70
Permanent jobs citing Data Management 133 164 207
As % of all permanent IT jobs advertised in Berkshire 2.10% 1.88% 1.90%
As % of the Processes & Methodologies category 2.43% 2.13% 2.18%
Number of salaries quoted 115 138 160
Berkshire median annual salary £52,000 £57,500 £47,500
Median salary % change year-on-year -9.57% +21.05% -9.52%
10th Percentile £32,000 £36,250 £37,500
90th Percentile £81,250 £71,250 £71,250
South East median annual salary £55,000 £50,000 £45,000
% change year-on-year +10.00% +11.11% -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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Permanent vacancies with a requirement for process or methodology skills 5480 7698 9494
As % of all permanent IT jobs advertised in Berkshire 86.38% 88.31% 86.98%
Number of salaries quoted 4270 5878 7409
Berkshire median annual salary £50,000 £50,000 £50,000
10th Percentile £28,500 £30,000 £28,750
90th Percentile £75,000 £75,000 £71,854
South East median annual salary £45,000 £45,000 £45,000

Data Management
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Data Management in Berkshire

Data Management
Salary Trend in Berkshire

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

Salary trend for Data Management in Berkshire

Data Management
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Management in Berkshire over the 6 months to 22 November 2017.

Salary histogram for Data Management in Berkshire

Data Management
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Management within the Berkshire region over the 6 months to 22 November 2017. 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
Reading +9 44 £67,500 +8.00% 1
Maidenhead +25 16 £50,000 -9.09%
Bracknell +16 9 £49,000 +22.50% 1
Slough +3 9 £37,500 -42.31% 1
Wokingham +2 3 £30,750 -52.69%
Newbury - 2 £50,000 -
Data Management
South East

For the 6 months to 22 November 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 Berkshire region with a requirement for Data Management.

1 40 (30.08%) Analytics
2 38 (28.57%) Data Quality
3 37 (27.82%) Java
4 30 (22.56%) CRM
5 29 (21.80%) ETL
6 28 (21.05%) Master Data Management
7 27 (20.30%) Microsoft
7 27 (20.30%) Project Management
8 25 (18.80%) SQL
9 22 (16.54%) Retail
10 21 (15.79%) Data Integration
11 20 (15.04%) Information Management
11 20 (15.04%) Big Data
11 20 (15.04%) NoSQL
12 18 (13.53%) Marketing
12 18 (13.53%) Amazon AWS
12 18 (13.53%) Telecoms
12 18 (13.53%) SQL Server
13 17 (12.78%) Python
13 17 (12.78%) Management Information System
13 17 (12.78%) Agile Software Development
14 16 (12.03%) Degree
14 16 (12.03%) Data Mapping
14 16 (12.03%) webMethods
14 16 (12.03%) Oracle
14 16 (12.03%) AIX
14 16 (12.03%) Data Governance
14 16 (12.03%) Business Analytics
14 16 (12.03%) Relational Database
15 15 (11.28%) Presales

Data Management
Co-occurring IT Skills in Berkshire 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 7 (5.26%) Apache
2 6 (4.51%) Apache Spark
3 4 (3.01%) Apache Pig
4 1 (0.75%) Elasticsearch
4 1 (0.75%) SharePoint
4 1 (0.75%) Skype for Business
Applications
1 9 (6.77%) Microsoft Office
2 8 (6.02%) Microsoft Excel
3 7 (5.26%) Microsoft Project
4 2 (1.50%) Microsoft PowerPoint
Business Applications
1 13 (9.77%) BusinessWare
2 7 (5.26%) FastStats
3 4 (3.01%) Salesforce.com CRM
4 2 (1.50%) Dynamics AX
4 2 (1.50%) SAP PM
5 1 (0.75%) Hyperion Planning
5 1 (0.75%) SAP MDG
Cloud Services
1 18 (13.53%) Amazon AWS
2 7 (5.26%) Microsoft Azure
3 6 (4.51%) Adobe Analytics
3 6 (4.51%) SaaS
4 5 (3.76%) Amazon EC2
4 5 (3.76%) Amazon ELB
4 5 (3.76%) Amazon S3
4 5 (3.76%) Route 53
5 4 (3.01%) Amazon EMR
5 4 (3.01%) Force.com
6 2 (1.50%) Azure Machine Learning
6 2 (1.50%) Data Lake Analytics
6 2 (1.50%) GitHub
7 1 (0.75%) Google Analytics
7 1 (0.75%) IaaS
Communications & Networking
1 9 (6.77%) Firewall
2 5 (3.76%) FTP
2 5 (3.76%) SNMP
2 5 (3.76%) SSL
2 5 (3.76%) VPN
3 4 (3.01%) Wireless
4 1 (0.75%) Fibre Channel
4 1 (0.75%) GoToMeeting
4 1 (0.75%) INAP
4 1 (0.75%) iSCSI
4 1 (0.75%) NAS
4 1 (0.75%) SAN
4 1 (0.75%) SIGTRAN
4 1 (0.75%) SS7
4 1 (0.75%) Wireshark
Database & Business Intelligence
1 20 (15.04%) Big Data
1 20 (15.04%) NoSQL
2 18 (13.53%) SQL Server
3 16 (12.03%) Relational Database
4 13 (9.77%) MySQL
5 9 (6.77%) Data Warehouse
5 9 (6.77%) Star Schema
6 7 (5.26%) QlikView
7 6 (4.51%) DB2
7 6 (4.51%) Hadoop
7 6 (4.51%) Power BI
8 5 (3.76%) Amazon RDS
9 4 (3.01%) Apache Hive
9 4 (3.01%) HBase
9 4 (3.01%) Impala
9 4 (3.01%) SQL Server Analysis Services
9 4 (3.01%) SQL Server Integration Services
9 4 (3.01%) Sqoop
10 3 (2.26%) Crystal Reports
11 2 (1.50%) Data Lake
Development Applications
1 8 (6.02%) Jenkins
1 8 (6.02%) Maven
2 5 (3.76%) Ant
2 5 (3.76%) Selenium
2 5 (3.76%) Sonatype Nexus
2 5 (3.76%) Toad
3 3 (2.26%) Cucumber
3 3 (2.26%) Eclipse
3 3 (2.26%) Gatling
3 3 (2.26%) Git (software)
3 3 (2.26%) HP UFT
3 3 (2.26%) IntelliJ
3 3 (2.26%) JMeter
3 3 (2.26%) LoadRunner
3 3 (2.26%) NetBeans
3 3 (2.26%) Subversion
3 3 (2.26%) TestLink
3 3 (2.26%) WebDriver
3 3 (2.26%) Zephyr
4 2 (1.50%) MSBuild
General
1 22 (16.54%) Retail
2 18 (13.53%) Marketing
2 18 (13.53%) Telecoms
3 10 (7.52%) Finance
4 5 (3.76%) German Language
4 5 (3.76%) Legal
5 1 (0.75%) Banking
5 1 (0.75%) Games
5 1 (0.75%) Pharmaceutical
Job Titles
1 25 (18.80%) Analyst
2 24 (18.05%) Developer
3 23 (17.29%) Consultant
4 13 (9.77%) Data Consultant
4 13 (9.77%) Support Analyst
5 12 (9.02%) Architect
6 11 (8.27%) Data Manager
7 9 (6.77%) Business Intelligence Developer
7 9 (6.77%) Presales Consultant
8 8 (6.02%) Big Data Architect
8 8 (6.02%) Big Data Consultant
8 8 (6.02%) Big Data Manager
8 8 (6.02%) Data Architect
9 7 (5.26%) Junior
9 7 (5.26%) Service Improvement Manager
9 7 (5.26%) Service Manager
9 7 (5.26%) Software Developer
10 6 (4.51%) Analytics Manager
10 6 (4.51%) Database Manager
10 6 (4.51%) Operations Manager
Libraries, Frameworks & Software Standards
1 8 (6.02%) XML
2 7 (5.26%) SOAP
3 6 (4.51%) HTML
4 5 (3.76%) CSS
4 5 (3.76%) HTML5
4 5 (3.76%) LAMP
5 4 (3.01%) .NET
5 4 (3.01%) AngularJS
5 4 (3.01%) REST
6 3 (2.26%) D3.js
6 3 (2.26%) Twitter Bootstrap
6 3 (2.26%) Web Services
7 2 (1.50%) Ajax
7 2 (1.50%) ASP.NET
7 2 (1.50%) Kafka
7 2 (1.50%) LINQ
7 2 (1.50%) TensorFlow
8 1 (0.75%) COM
8 1 (0.75%) Node.js
Miscellaneous
1 17 (12.78%) Management Information System
2 14 (10.53%) Analytical Skills
3 13 (9.77%) Enterprise Software
4 12 (9.02%) Computer Science
5 10 (7.52%) Data Structures
6 6 (4.51%) Social Media
7 3 (2.26%) Mobile App
7 3 (2.26%) N-Tier
8 2 (1.50%) Driving Licence
9 1 (0.75%) Client/Server
9 1 (0.75%) Clustering
9 1 (0.75%) iPhone
9 1 (0.75%) PMI
9 1 (0.75%) Virtual Team
Operating Systems
1 16 (12.03%) AIX
2 11 (8.27%) Linux
3 5 (3.76%) Red Hat Enterprise Linux
4 4 (3.01%) Mac OS X
4 4 (3.01%) Windows
5 2 (1.50%) Android
6 1 (0.75%) Solaris
6 1 (0.75%) Windows Server
6 1 (0.75%) Windows Server 2008
6 1 (0.75%) Windows Server 2012
Processes & Methodologies
1 40 (30.08%) Analytics
2 30 (22.56%) CRM
3 29 (21.80%) ETL
4 28 (21.05%) Master Data Management
5 27 (20.30%) Project Management
6 21 (15.79%) Data Integration
7 20 (15.04%) Information Management
8 17 (12.78%) Agile Software Development
9 16 (12.03%) Business Analytics
9 16 (12.03%) Data Governance
9 16 (12.03%) Data Mapping
10 15 (11.28%) Presales
11 13 (9.77%) Business Intelligence
12 12 (9.02%) Migration
13 11 (8.27%) Data Modelling
13 11 (8.27%) Scrum
14 10 (7.52%) Data Migration
14 10 (7.52%) High Availability
14 10 (7.52%) Infrastructure Management
14 10 (7.52%) Mathematics
Programming Languages
1 37 (27.82%) Java
2 25 (18.80%) SQL
3 17 (12.78%) Python
4 12 (9.02%) JavaScript
5 8 (6.02%) C++
6 7 (5.26%) PowerShell
7 6 (4.51%) Ruby
8 5 (3.76%) Bash Shell
8 5 (3.76%) Go
8 5 (3.76%) PHP
9 4 (3.01%) C#
10 2 (1.50%) R
11 1 (0.75%) Perl
11 1 (0.75%) Shell Script
Qualifications
1 16 (12.03%) Degree
2 7 (5.26%) Computer Science Degree
3 3 (2.26%) ISEB
3 3 (2.26%) ISTQB
4 2 (1.50%) HNC
5 1 (0.75%) PMI Certification
5 1 (0.75%) PMP
5 1 (0.75%) PRINCE2 Practitioner
5 1 (0.75%) SC Cleared
5 1 (0.75%) Security Cleared
Quality Assurance & Compliance
1 38 (28.57%) Data Quality
2 11 (8.27%) QA
3 9 (6.77%) GDPR
4 1 (0.75%) HL7
4 1 (0.75%) SLA
System Software
1 4 (3.01%) Apache Flume
1 4 (3.01%) HDFS
2 3 (2.26%) Docker
3 1 (0.75%) Hyper-V
3 1 (0.75%) VMware Infrastructure
Systems Management
1 8 (6.02%) Opscode Chef
2 5 (3.76%) Ansible
2 5 (3.76%) Puppet
3 4 (3.01%) Nagios
3 4 (3.01%) Oozie
4 3 (2.26%) HP Quality Center
5 1 (0.75%) Backup Exec
5 1 (0.75%) EMC NetWorker
5 1 (0.75%) NetBackup
Vendors
1 27 (20.30%) Microsoft
2 16 (12.03%) Oracle
2 16 (12.03%) webMethods
3 13 (9.77%) Ab Initio
3 13 (9.77%) Vitria
4 6 (4.51%) Adobe
4 6 (4.51%) Salesforce.com
4 6 (4.51%) Tableau
4 6 (4.51%) Tealium
5 5 (3.76%) MicroStrategy
5 5 (3.76%) SAP
6 4 (3.01%) Brocade
6 4 (3.01%) Cisco
6 4 (3.01%) Cloudera
6 4 (3.01%) Dell
6 4 (3.01%) HP
6 4 (3.01%) Juniper
6 4 (3.01%) Palo Alto
7 3 (2.26%) hybris
7 3 (2.26%) Jaspersoft