Period
to 18 January 2018

The following table provides summary statistics for permanent job vacancies advertised in Reading with a requirement for Data Integration skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Integration over the 6 months to 18 January 2018 with a comparison to the same period in the previous 2 years.

Data Integration
Berkshire > Reading
6 months to
18 Jan 2018
Same period 2017 Same period 2016
Rank 127 170 201
Rank change year-on-year +43 +31 +2
Permanent jobs citing Data Integration 27 3 19
As % of all permanent IT jobs advertised in Reading 1.06% 0.098% 0.43%
As % of the Processes & Methodologies category 1.25% 0.11% 0.49%
Number of salaries quoted 25 4 16
Reading median annual salary £57,500 £67,500 £53,750
Median salary % change year-on-year -14.81% +25.58% -28.33%
10th Percentile £31,250 £40,250 £36,750
90th Percentile £75,000 £80,000 £57,500
Berkshire median annual salary £57,500 £57,500 £53,750
% change year-on-year - +6.98% -17.31%

Data Integration 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 2,157 2,688 3,847
As % of all permanent IT jobs advertised in Reading 84.59% 87.79% 86.96%
Number of salaries quoted 1,757 1,945 3,076
Reading median annual salary £50,000 £50,000 £48,000
Median salary % change year-on-year - +4.17% -2.54%
10th Percentile £30,000 £27,850 £30,250
90th Percentile £75,000 £72,500 £70,000
Berkshire median annual salary £50,000 £50,000 £50,000

Data Integration
Job Vacancy Trend in Reading

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

Job vacancy trend for Data Integration in Reading

Data Integration
Salary Trend in Reading

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

Salary trend for Data Integration in Reading

Data Integration
Salary Histogram in Reading

The salary distribution of IT jobs citing Data Integration in Reading over the 6 months to 18 January 2018.

Salary histogram for Data Integration in Reading

For the 6 months to 18 January 2018, IT jobs citing Data Integration 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 Integration.

1 12 (44.44%) Agile Software Development
2 11 (40.74%) Web Services
2 11 (40.74%) SDLC
3 10 (37.04%) Master Data Management
3 10 (37.04%) Data Governance
3 10 (37.04%) Data Quality
3 10 (37.04%) Java
3 10 (37.04%) Data Management
3 10 (37.04%) Data Architecture
4 8 (29.63%) Relational Database
5 7 (25.93%) Finance
5 7 (25.93%) CRM
6 5 (18.52%) Sqoop
6 5 (18.52%) HBase
6 5 (18.52%) Hadoop
6 5 (18.52%) Apache Hive
7 4 (14.81%) MapReduce
7 4 (14.81%) Apache Flume
7 4 (14.81%) Pardot
7 4 (14.81%) Apache Spark
7 4 (14.81%) Apache Pig
7 4 (14.81%) Marketing Automation
7 4 (14.81%) Data Warehouse
7 4 (14.81%) ETL
7 4 (14.81%) Microsoft Excel
7 4 (14.81%) Business Intelligence
7 4 (14.81%) SQL
7 4 (14.81%) Oracle
7 4 (14.81%) Salesforce.com
7 4 (14.81%) Marketing

Data Integration
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 4 (14.81%) Apache Pig
1 4 (14.81%) Apache Spark
2 3 (11.11%) Oracle SOA Suite
2 3 (11.11%) WebLogic
3 1 (3.70%) Tomcat
Applications
1 4 (14.81%) Microsoft Excel
Business Applications
1 3 (11.11%) Oracle 11i
1 3 (11.11%) Oracle Assets
1 3 (11.11%) Oracle EBS
1 3 (11.11%) Oracle EBS R12
1 3 (11.11%) Oracle General Ledger
1 3 (11.11%) Oracle iProcurement
1 3 (11.11%) Oracle Payables
1 3 (11.11%) Oracle Receivables
Cloud Services
1 3 (11.11%) GitHub
Communications & Networking
1 1 (3.70%) Kerberos
Database & Business Intelligence
1 8 (29.63%) Relational Database
2 5 (18.52%) Apache Hive
2 5 (18.52%) Hadoop
2 5 (18.52%) HBase
2 5 (18.52%) Sqoop
3 4 (14.81%) Data Warehouse
4 3 (11.11%) Oracle BI EE
4 3 (11.11%) Oracle Database
4 3 (11.11%) Oracle Database 11g
4 3 (11.11%) Oracle Reports
4 3 (11.11%) Power BI
4 3 (11.11%) QlikView
5 2 (7.41%) Impala
6 1 (3.70%) Big Data
6 1 (3.70%) DB2
6 1 (3.70%) MongoDB
6 1 (3.70%) NoSQL
Development Applications
1 3 (11.11%) Ant
1 3 (11.11%) Team Foundation Server
2 1 (3.70%) Jenkins
2 1 (3.70%) JIRA
2 1 (3.70%) Maven
General
1 7 (25.93%) Finance
2 4 (14.81%) Marketing
Job Titles
1 14 (51.85%) Consultant
2 10 (37.04%) Data Consultant
2 10 (37.04%) Data Governance Consultant
2 10 (37.04%) Governance Consultant
2 10 (37.04%) Master Data Consultant
2 10 (37.04%) Professional Services Consultant
3 9 (33.33%) Developer
3 9 (33.33%) Java Developer
4 4 (14.81%) Administrator
4 4 (14.81%) Salesforce Administrator
5 3 (11.11%) Oracle Consultant
6 1 (3.70%) Hadoop Consultant
Libraries, Frameworks & Software Standards
1 11 (40.74%) Web Services
2 3 (11.11%) EJB
2 3 (11.11%) EJB 3.0
2 3 (11.11%) Java EE
2 3 (11.11%) JMS
2 3 (11.11%) Middleware
2 3 (11.11%) Oracle Fusion
2 3 (11.11%) SOAP
2 3 (11.11%) UDDI
2 3 (11.11%) WSDL
2 3 (11.11%) XML
2 3 (11.11%) XSD
2 3 (11.11%) XSLT
3 1 (3.70%) Spring
Miscellaneous
1 3 (11.11%) Computer Science
1 3 (11.11%) Hybrid Cloud
1 3 (11.11%) Private Cloud
1 3 (11.11%) Public Cloud
2 1 (3.70%) Analytical Skills
Processes & Methodologies
1 12 (44.44%) Agile Software Development
2 11 (40.74%) SDLC
3 10 (37.04%) Data Architecture
3 10 (37.04%) Data Governance
3 10 (37.04%) Data Management
3 10 (37.04%) Master Data Management
4 7 (25.93%) CRM
5 4 (14.81%) Business Intelligence
5 4 (14.81%) ETL
5 4 (14.81%) MapReduce
5 4 (14.81%) Marketing Automation
6 3 (11.11%) BPEL
6 3 (11.11%) Data Visualisation
6 3 (11.11%) High Availability
6 3 (11.11%) Mathematics
6 3 (11.11%) Migration
6 3 (11.11%) Use Case
6 3 (11.11%) User Acceptance Testing
6 3 (11.11%) Visualisation
6 3 (11.11%) Waterfall
Programming Languages
1 10 (37.04%) Java
2 4 (14.81%) SQL
3 3 (11.11%) PL/SQL
3 3 (11.11%) WebLogic Scripting Tool
3 3 (11.11%) XPath
4 1 (3.70%) C
4 1 (3.70%) Scala
Qualifications
1 3 (11.11%) Computer Science Degree
1 3 (11.11%) Degree
1 3 (11.11%) ISTQB
1 3 (11.11%) PRINCE2 Certification
Quality Assurance & Compliance
1 10 (37.04%) Data Quality
System Software
1 4 (14.81%) Apache Flume
2 3 (11.11%) HDFS
Systems Management
1 3 (11.11%) Oozie
Vendors
1 4 (14.81%) Oracle
1 4 (14.81%) Pardot
1 4 (14.81%) Salesforce.com
2 3 (11.11%) Kofax
2 3 (11.11%) Perforce
2 3 (11.11%) Tableau
3 1 (3.70%) Cloudera
3 1 (3.70%) IBM