Period
to 19 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Slough with a requirement for Data Modelling skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Modelling over the 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Berkshire > Slough
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 54 55 44
Rank change year-on-year +1 -11 +40
Permanent jobs citing Data Modelling 20 25 62
As % of all permanent IT jobs advertised in Slough 2.91% 3.06% 4.67%
As % of the Processes & Methodologies category 3.38% 3.33% 5.34%
Number of salaries quoted 20 26 22
Slough median annual salary £65,000 £57,500 £57,500
Median salary % change year-on-year +13.04% - +35.29%
10th Percentile £47,500 £43,125 £38,750
90th Percentile £100,000 £73,125 £78,625
Berkshire median annual salary £53,750 £51,250 £57,500
% change year-on-year +4.88% -10.87% +15.00%

Data Modelling 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 Slough with a requirement for process or methodology skills.

All Process and Methodology Skills
Slough
Permanent vacancies with a requirement for process or methodology skills 591 750 1161
As % of all permanent IT jobs advertised in Slough 85.90% 91.91% 87.49%
Number of salaries quoted 511 656 927
Slough median annual salary £45,000 £55,000 £50,000
Median salary % change year-on-year -18.18% +10.00% +11.11%
10th Percentile £27,500 £31,250 £28,900
90th Percentile £68,750 £92,500 £82,500
Berkshire median annual salary £50,000 £50,000 £50,000

Data Modelling
Job Vacancy Trend in Slough

Job postings citing Data Modelling as a percentage of all IT jobs advertised in Slough.

Job vacancy trend for Data Modelling in Slough

Data Modelling
Salary Trend in Slough

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

Salary trend for Data Modelling in Slough

Data Modelling
Salary Histogram in Slough

The salary distribution of IT jobs citing Data Modelling in Slough over the 6 months to 19 November 2017.

Salary histogram for Data Modelling in Slough

For the 6 months to 19 November 2017, IT jobs citing Data Modelling 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 Slough region with a requirement for Data Modelling.

1 15 (75.00%) Hadoop
2 11 (55.00%) QlikView
2 11 (55.00%) Cognos
2 11 (55.00%) Business Intelligence
2 11 (55.00%) Microsoft
2 11 (55.00%) Tableau
3 10 (50.00%) Python
3 10 (50.00%) Java
4 7 (35.00%) Microsoft Excel
5 6 (30.00%) Microsoft PowerPoint
5 6 (30.00%) Star Schema
5 6 (30.00%) Shell Script
5 6 (30.00%) Project Management
5 6 (30.00%) Mainframe
5 6 (30.00%) JSON
5 6 (30.00%) Pentaho
5 6 (30.00%) Visualisation
5 6 (30.00%) Informatica
5 6 (30.00%) MicroStrategy
5 6 (30.00%) SQL
5 6 (30.00%) Microsoft Office
5 6 (30.00%) Data Warehouse
5 6 (30.00%) MS Visio
5 6 (30.00%) ETL
5 6 (30.00%) Analytics
5 6 (30.00%) Apache Pig
5 6 (30.00%) Data Transformation
5 6 (30.00%) Birst
6 5 (25.00%) Analytical Skills
6 5 (25.00%) Qlik Sense

Data Modelling
Co-occurring IT Skills in Slough 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 (30.00%) Apache Pig
2 4 (20.00%) Apache Solr
3 1 (5.00%) BizTalk Server
3 1 (5.00%) OpenStack
Applications
1 7 (35.00%) Microsoft Excel
2 6 (30.00%) Microsoft Office
2 6 (30.00%) Microsoft PowerPoint
2 6 (30.00%) MS Visio
3 5 (25.00%) Spreadsheet
Cloud Services
1 2 (10.00%) Salesforce Sales Cloud
1 2 (10.00%) Salesforce Service Cloud
2 1 (5.00%) Force.com
2 1 (5.00%) OpenShift
Communications & Networking
1 1 (5.00%) Ethernet
Database & Business Intelligence
1 15 (75.00%) Hadoop
2 11 (55.00%) QlikView
3 6 (30.00%) Data Warehouse
3 6 (30.00%) Pentaho
3 6 (30.00%) Star Schema
4 5 (25.00%) Apache Hive
4 5 (25.00%) Big Data
4 5 (25.00%) BusinessObjects
4 5 (25.00%) DB2
4 5 (25.00%) Oracle Reports
4 5 (25.00%) Power BI
4 5 (25.00%) Qlik Sense
5 4 (20.00%) Apache Cassandra
5 4 (20.00%) MongoDB
5 4 (20.00%) NoSQL
5 4 (20.00%) RDBMS
5 4 (20.00%) Relational Database
6 1 (5.00%) SQL Server
General
1 5 (25.00%) Finance
2 2 (10.00%) Marketing
3 1 (5.00%) Telecoms
Job Titles
1 7 (35.00%) Architect
1 7 (35.00%) Developer
2 5 (25.00%) QlikView Developer
3 4 (20.00%) Cassandra Architect
3 4 (20.00%) Java Architect
3 4 (20.00%) Java Software Architect
3 4 (20.00%) Linux Software Architect
3 4 (20.00%) Software Architect
4 1 (5.00%) Administrator
4 1 (5.00%) Business Intelligence Developer
4 1 (5.00%) DBA
4 1 (5.00%) E-Commerce Manager
4 1 (5.00%) IT Administrator
4 1 (5.00%) IT Support
4 1 (5.00%) Junior
4 1 (5.00%) Junior DBA
4 1 (5.00%) Junior IT Support
4 1 (5.00%) Lead Developer
4 1 (5.00%) Salesforce Developer
4 1 (5.00%) Senior Developer
Libraries, Frameworks & Software Standards
1 6 (30.00%) JSON
2 5 (25.00%) XML
3 2 (10.00%) Visualforce
4 1 (5.00%) EDI
Miscellaneous
1 6 (30.00%) Mainframe
2 5 (25.00%) Analytical Skills
3 4 (20.00%) Data Centre
4 2 (10.00%) Data Structures
4 2 (10.00%) User Experience
5 1 (5.00%) CMDB
Operating Systems
1 4 (20.00%) Linux
2 1 (5.00%) VMS
Processes & Methodologies
1 11 (55.00%) Business Intelligence
2 6 (30.00%) Analytics
2 6 (30.00%) Data Transformation
2 6 (30.00%) ETL
2 6 (30.00%) Project Management
2 6 (30.00%) Visualisation
3 5 (25.00%) Front End Development
4 4 (20.00%) Customer Engagement
4 4 (20.00%) Mentoring
4 4 (20.00%) Product Management
5 3 (15.00%) Performance Tuning
6 2 (10.00%) Agile Software Development
6 2 (10.00%) Campaign Management
6 2 (10.00%) Data Migration
6 2 (10.00%) Migration
6 2 (10.00%) Prototyping
6 2 (10.00%) System Testing
6 2 (10.00%) Translating Business Requirements
6 2 (10.00%) Validation
7 1 (5.00%) Data Management
Programming Languages
1 10 (50.00%) Java
1 10 (50.00%) Python
2 6 (30.00%) Shell Script
2 6 (30.00%) SQL
3 2 (10.00%) Apex Code
Qualifications
1 1 (5.00%) Degree
System Software
1 4 (20.00%) Virtual Machines
Vendors
1 11 (55.00%) Cognos
1 11 (55.00%) Microsoft
1 11 (55.00%) Tableau
2 6 (30.00%) Birst
2 6 (30.00%) Informatica
2 6 (30.00%) MicroStrategy
3 5 (25.00%) Oracle
4 2 (10.00%) Pardot
4 2 (10.00%) Salesforce Marketing Cloud
4 2 (10.00%) Salesforce.com