Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Reading 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Management
Berkshire > Reading
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 108 121 119
Rank change year-on-year +13 -2 +35
Permanent jobs citing Data Management 43 74 100
As % of all permanent IT jobs advertised in Reading 1.84% 2.13% 2.16%
As % of the Processes & Methodologies category 2.16% 2.41% 2.51%
Number of salaries quoted 33 76 87
Reading median annual salary £70,000 £60,000 £48,500
Median salary % change year-on-year +16.67% +23.71% +2.11%
10th Percentile £32,400 £29,000 £35,000
90th Percentile £94,000 £71,250 £71,250
Berkshire median annual salary £52,000 £57,500 £47,500
% change year-on-year -9.57% +21.05% -9.52%

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 Reading with a requirement for process or methodology skills.

All Process and Methodology Skills
Reading
Permanent vacancies with a requirement for process or methodology skills 1989 3069 3981
As % of all permanent IT jobs advertised in Reading 85.07% 88.14% 86.02%
Number of salaries quoted 1597 2248 3106
Reading median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% -2.04%
10th Percentile £28,750 £29,350 £30,000
90th Percentile £75,000 £72,500 £70,000
Berkshire median annual salary £50,000 £50,000 £50,000

Data Management
Job Vacancy Trend in Reading

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

Job vacancy trend for Data Management in Reading

Data Management
Salary Trend in Reading

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

Salary trend for Data Management in Reading

Data Management
Salary Histogram in Reading

The salary distribution of IT jobs citing Data Management in Reading over the 6 months to 18 November 2017.

Salary histogram for Data Management in Reading

For the 6 months to 18 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 Reading region with a requirement for Data Management.

1 18 (41.86%) Master Data Management
2 16 (37.21%) Agile Software Development
3 14 (32.56%) Degree
3 14 (32.56%) Java
3 14 (32.56%) CRM
4 13 (30.23%) Enterprise Software
4 13 (30.23%) Amazon AWS
5 12 (27.91%) Data Governance
5 12 (27.91%) Data Quality
5 12 (27.91%) Python
5 12 (27.91%) Computer Science
6 11 (25.58%) QA
6 11 (25.58%) Scrum
6 11 (25.58%) Presales
7 10 (23.26%) Management Information System
8 9 (20.93%) Microsoft
8 9 (20.93%) Data Architecture
8 9 (20.93%) Analytical Skills
9 8 (18.60%) Mentoring
9 8 (18.60%) ETL
9 8 (18.60%) Oracle
10 7 (16.28%) JavaScript
10 7 (16.28%) SOAP
10 7 (16.28%) Business Intelligence
10 7 (16.28%) User Acceptance Testing
10 7 (16.28%) Finance
10 7 (16.28%) Retail
10 7 (16.28%) Computer Science Degree
11 6 (13.95%) Power BI
11 6 (13.95%) Apache Spark

Data Management
Co-occurring IT Skills in Reading 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 6 (13.95%) Apache Spark
2 4 (9.30%) Apache Pig
3 2 (4.65%) Apache
4 1 (2.33%) Elasticsearch
4 1 (2.33%) SharePoint
4 1 (2.33%) Skype for Business
Applications
1 1 (2.33%) Microsoft Excel
1 1 (2.33%) Microsoft PowerPoint
1 1 (2.33%) Microsoft Project
Business Applications
1 4 (9.30%) Salesforce.com CRM
2 2 (4.65%) SAP PM
3 1 (2.33%) Hyperion Planning
Cloud Services
1 13 (30.23%) Amazon AWS
2 6 (13.95%) Microsoft Azure
3 5 (11.63%) SaaS
4 4 (9.30%) Amazon EMR
4 4 (9.30%) Force.com
5 2 (4.65%) Azure Machine Learning
5 2 (4.65%) Data Lake Analytics
5 2 (4.65%) GitHub
6 1 (2.33%) IaaS
Communications & Networking
1 1 (2.33%) Fibre Channel
1 1 (2.33%) GoToMeeting
1 1 (2.33%) iSCSI
1 1 (2.33%) NAS
1 1 (2.33%) SAN
Database & Business Intelligence
1 6 (13.95%) Hadoop
1 6 (13.95%) Power BI
2 5 (11.63%) MySQL
2 5 (11.63%) SQL Server
3 4 (9.30%) Apache Hive
3 4 (9.30%) Big Data
3 4 (9.30%) Data Warehouse
3 4 (9.30%) HBase
3 4 (9.30%) Impala
3 4 (9.30%) NoSQL
3 4 (9.30%) QlikView
3 4 (9.30%) Relational Database
3 4 (9.30%) SQL Server Analysis Services
3 4 (9.30%) SQL Server Integration Services
3 4 (9.30%) Sqoop
3 4 (9.30%) Star Schema
4 2 (4.65%) Data Lake
4 2 (4.65%) GIS
5 1 (2.33%) DB2
Development Applications
1 3 (6.98%) Cucumber
1 3 (6.98%) Eclipse
1 3 (6.98%) Gatling
1 3 (6.98%) Git (software)
1 3 (6.98%) HP UFT
1 3 (6.98%) IntelliJ
1 3 (6.98%) Jenkins
1 3 (6.98%) JMeter
1 3 (6.98%) LoadRunner
1 3 (6.98%) Maven
1 3 (6.98%) NetBeans
1 3 (6.98%) Selenium
1 3 (6.98%) Subversion
1 3 (6.98%) TestLink
1 3 (6.98%) WebDriver
1 3 (6.98%) Zephyr
General
1 7 (16.28%) Finance
1 7 (16.28%) Retail
2 5 (11.63%) German Language
2 5 (11.63%) Marketing
3 2 (4.65%) Telecoms
4 1 (2.33%) Banking
Job Titles
1 14 (32.56%) Developer
2 11 (25.58%) Consultant
3 5 (11.63%) Analyst
3 5 (11.63%) Data Consultant
3 5 (11.63%) Data Governance Consultant
3 5 (11.63%) Governance Consultant
3 5 (11.63%) Information Manager
3 5 (11.63%) Master Data Consultant
3 5 (11.63%) Presales Consultant
3 5 (11.63%) Presales Manager
3 5 (11.63%) Professional Services Consultant
3 5 (11.63%) Software Developer
3 5 (11.63%) Telesales Representative
4 4 (9.30%) Architect
4 4 (9.30%) Business Intelligence Developer
4 4 (9.30%) Salesforce Architect
4 4 (9.30%) Salesforce Developer
4 4 (9.30%) Senior Architect
4 4 (9.30%) Senior Salesforce Architect
4 4 (9.30%) Senior Salesforce Developer
Libraries, Frameworks & Software Standards
1 7 (16.28%) SOAP
2 4 (9.30%) AngularJS
2 4 (9.30%) REST
2 4 (9.30%) XML
3 3 (6.98%) D3.js
3 3 (6.98%) Twitter Bootstrap
3 3 (6.98%) Web Services
4 2 (4.65%) Kafka
4 2 (4.65%) TensorFlow
5 1 (2.33%) COM
5 1 (2.33%) Node.js
Miscellaneous
1 13 (30.23%) Enterprise Software
2 12 (27.91%) Computer Science
3 10 (23.26%) Management Information System
4 9 (20.93%) Analytical Skills
5 5 (11.63%) Social Media
6 3 (6.98%) Mobile App
6 3 (6.98%) N-Tier
7 2 (4.65%) Driving Licence
8 1 (2.33%) Client/Server
8 1 (2.33%) Data Structures
8 1 (2.33%) PMI
Operating Systems
1 2 (4.65%) Linux
1 2 (4.65%) Windows
2 1 (2.33%) Windows Server
2 1 (2.33%) Windows Server 2008
2 1 (2.33%) Windows Server 2012
Processes & Methodologies
1 18 (41.86%) Master Data Management
2 16 (37.21%) Agile Software Development
3 14 (32.56%) CRM
4 12 (27.91%) Data Governance
5 11 (25.58%) Presales
5 11 (25.58%) Scrum
6 9 (20.93%) Data Architecture
7 8 (18.60%) ETL
7 8 (18.60%) Mentoring
8 7 (16.28%) Business Intelligence
8 7 (16.28%) User Acceptance Testing
9 6 (13.95%) Analytics
9 6 (13.95%) Data Visualisation
9 6 (13.95%) Product Management
9 6 (13.95%) Visualisation
10 5 (11.63%) Continuous Deployment
10 5 (11.63%) Data Integration
10 5 (11.63%) Infrastructure Management
10 5 (11.63%) Microservices
10 5 (11.63%) Telesales
Programming Languages
1 14 (32.56%) Java
2 12 (27.91%) Python
3 7 (16.28%) JavaScript
4 6 (13.95%) C++
4 6 (13.95%) SQL
5 5 (11.63%) Go
6 2 (4.65%) C#
6 2 (4.65%) R
7 1 (2.33%) Ruby
Qualifications
1 14 (32.56%) Degree
2 7 (16.28%) Computer Science Degree
3 3 (6.98%) ISEB
3 3 (6.98%) ISTQB
4 2 (4.65%) HNC
5 1 (2.33%) PMI Certification
5 1 (2.33%) PMP
5 1 (2.33%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 12 (27.91%) Data Quality
2 11 (25.58%) QA
3 1 (2.33%) GDPR
3 1 (2.33%) SLA
System Software
1 4 (9.30%) Apache Flume
1 4 (9.30%) HDFS
2 3 (6.98%) Docker
3 1 (2.33%) Hyper-V
3 1 (2.33%) VMware Infrastructure
Systems Management
1 4 (9.30%) Nagios
1 4 (9.30%) Oozie
2 3 (6.98%) HP Quality Center
2 3 (6.98%) Opscode Chef
3 1 (2.33%) Backup Exec
3 1 (2.33%) EMC NetWorker
3 1 (2.33%) NetBackup
Vendors
1 9 (20.93%) Microsoft
2 8 (18.60%) Oracle
3 6 (13.95%) Tableau
4 4 (9.30%) Cloudera
4 4 (9.30%) HP
4 4 (9.30%) Salesforce.com
5 2 (4.65%) SAP
6 1 (2.33%) arcserve
6 1 (2.33%) EMC
6 1 (2.33%) Google
6 1 (2.33%) Hyperion
6 1 (2.33%) IBM
6 1 (2.33%) NetApp
6 1 (2.33%) Veeam
6 1 (2.33%) Veritas
6 1 (2.33%) VMware