The following table provides summary statistics for permanent job vacancies advertised in Reading 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 3 months to 24 June 2017 with a comparison to the same period in the previous 2 years.

Data Modelling
Berkshire / Reading
3 months to
24 Jun 2017
Same period 2016 Same period 2015
Rank 90 130 115
Rank change year-on-year +40 -15  
Permanent jobs citing Data Modelling 16 6 29
As % of all permanent IT jobs advertised in Reading 1.23% 0.34% 1.26%
As % of the Processes & Methodologies category 1.47% 0.37% 1.48%
Number of salaries quoted 10 4 21
Median salary £72,500 £51,250 £65,000
Median salary % change year-on-year +41.46% -21.15%  
90% offered a salary of more than £40,000 £46,500 £45,000
10% offered a salary of more than £78,400 £52,500 £72,500
UK excluding London median salary £48,500 £47,500 £45,500
% change year-on-year +2.10% +4.39%  

Data Modelling is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Reading with a requirement for process and methodology skills.

Process & Methodology Skills
Reading
Permanent job vacancies with a requirement for process and methodology skills 1091 1613 1955
As % of all permanent IT job vacancies advertised in Reading 84.12% 90.36% 85.00%
Number of salaries quoted 878 1255 1416
Median salary £50,000 £50,000 £50,000
90% offered a salary of more than £35,000 £35,000 £35,000
10% offered a salary of more than £75,000 £75,000 £70,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Modelling
Job Vacancy Trend in Reading

The job posting trend of jobs advertised in Reading citing Data Modelling as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Modelling in Reading

Data Modelling
Salary Trend in Reading

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

Salary trend for Data Modelling in Reading

Data Modelling
Salary Histogram in Reading

The salary distribution of IT jobs citing Data Modelling in Reading over the 3 months to 24 June 2017.

Salary histogram for Data Modelling in Reading

For the 6 months to 24 June 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 Reading region with a requirement for Data Modelling.

1 17 (77.27%) SQL
2 13 (59.09%) Business Intelligence
3 11 (50.00%) Analytics
3 11 (50.00%) Relational Database
4 10 (45.45%) SQL Server Integration Services
5 9 (40.91%) SQL Server Reporting Services
5 9 (40.91%) Data Warehouse
6 8 (36.36%) T-SQL
6 8 (36.36%) SQL Server
7 7 (31.82%) Java
7 7 (31.82%) Project Management
7 7 (31.82%) Agile Software Development
7 7 (31.82%) Business Analysis
7 7 (31.82%) QlikView
7 7 (31.82%) Hadoop
7 7 (31.82%) Visualisation
8 6 (27.27%) Security Cleared
8 6 (27.27%) Data Visualisation
8 6 (27.27%) Statistics
8 6 (27.27%) Data Analysis
8 6 (27.27%) Analytical Skills
9 5 (22.73%) Apache Spark
9 5 (22.73%) Mentoring
9 5 (22.73%) Kafka
9 5 (22.73%) Data Protection
9 5 (22.73%) MapReduce
9 5 (22.73%) Apache Hive
9 5 (22.73%) Scala
9 5 (22.73%) Bash Shell
9 5 (22.73%) Finance

Data Modelling
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 5 (22.73%) Apache Spark
2 4 (18.18%) Elasticsearch
3 2 (9.09%) Cloud Foundry
3 2 (9.09%) SharePoint
4 1 (4.55%) Apache Pig
Applications
1 4 (18.18%) Microsoft Excel
Cloud Services
1 2 (9.09%) Cortana Intelligence Suite
1 2 (9.09%) Microsoft Azure
1 2 (9.09%) SaaS
2 1 (4.55%) Amazon AWS
Database & Business Intelligence
1 11 (50.00%) Relational Database
2 10 (45.45%) SQL Server Integration Services
3 9 (40.91%) Data Warehouse
3 9 (40.91%) SQL Server Reporting Services
4 8 (36.36%) SQL Server
5 7 (31.82%) Hadoop
5 7 (31.82%) QlikView
6 5 (22.73%) Apache Hive
7 4 (18.18%) Impala
7 4 (18.18%) Power BI
7 4 (18.18%) SQL Server Analysis Services
8 3 (13.64%) SQL Server 2005
8 3 (13.64%) SQL Server 2008
9 2 (9.09%) Azure SQL Database
9 2 (9.09%) Data Mining
9 2 (9.09%) DTS
9 2 (9.09%) OLAP
9 2 (9.09%) Oracle OLAP
9 2 (9.09%) RDBMS
9 2 (9.09%) Snowflake Schema
Development Applications
1 2 (9.09%) Jenkins
2 1 (4.55%) Atlassian Bamboo
2 1 (4.55%) Git (software)
2 1 (4.55%) JIRA
2 1 (4.55%) Maven
General
1 5 (22.73%) Finance
2 2 (9.09%) Retail
3 1 (4.55%) Financial Institution
Job Titles
1 7 (31.82%) Analyst
1 7 (31.82%) Developer
2 5 (22.73%) Business Intelligence Analyst
2 5 (22.73%) Business Intelligence Manager
2 5 (22.73%) Business Manager
2 5 (22.73%) Senior Analyst
2 5 (22.73%) Senior Business Intelligence Analyst
2 5 (22.73%) Senior Business Manager
2 5 (22.73%) Senior Manager
3 4 (18.18%) Business Intelligence Developer
3 4 (18.18%) DevOps Engineer
3 4 (18.18%) Senior Business Intelligence Developer
3 4 (18.18%) Senior Developer
4 3 (13.64%) Consultant
4 3 (13.64%) ETL Analyst
4 3 (13.64%) QlikView Analyst
4 3 (13.64%) SQL Analyst
4 3 (13.64%) SSIS Analyst
4 3 (13.64%) SSRS Analyst
5 2 (9.09%) Developer Analyst
Libraries, Frameworks & Software Standards
1 5 (22.73%) Kafka
2 4 (18.18%) MLlib
3 2 (9.09%) CSS
3 2 (9.09%) CSS3
3 2 (9.09%) Hibernate
3 2 (9.09%) HTML
3 2 (9.09%) HTML5
3 2 (9.09%) LESS
3 2 (9.09%) REST
3 2 (9.09%) Sass
3 2 (9.09%) Spring
3 2 (9.09%) Spring Boot
3 2 (9.09%) Web Services
3 2 (9.09%) XML
4 1 (4.55%) Apache Avro
4 1 (4.55%) Unity DI Container
Miscellaneous
1 6 (27.27%) Analytical Skills
2 4 (18.18%) Cyberthreat
3 3 (13.64%) User Experience
4 2 (9.09%) NHS
5 1 (4.55%) Data Centre
5 1 (4.55%) Driving Licence
5 1 (4.55%) LIMS
5 1 (4.55%) Linux Command Line
5 1 (4.55%) Management Information System
5 1 (4.55%) Virtual Team
Operating Systems
1 1 (4.55%) Linux
1 1 (4.55%) Unix
Processes & Methodologies
1 13 (59.09%) Business Intelligence
2 11 (50.00%) Analytics
3 7 (31.82%) Agile Software Development
3 7 (31.82%) Business Analysis
3 7 (31.82%) Project Management
3 7 (31.82%) Visualisation
4 6 (27.27%) Data Analysis
4 6 (27.27%) Data Visualisation
4 6 (27.27%) Statistics
5 5 (22.73%) Data Protection
5 5 (22.73%) ETL
5 5 (22.73%) MapReduce
5 5 (22.73%) Mentoring
6 4 (18.18%) DevOps
6 4 (18.18%) Machine Learning
6 4 (18.18%) Protective Monitoring
7 3 (13.64%) Information Management
7 3 (13.64%) Product Management
7 3 (13.64%) SDLC
7 3 (13.64%) Software Engineering
Programming Languages
1 17 (77.27%) SQL
2 8 (36.36%) T-SQL
3 7 (31.82%) Java
4 5 (22.73%) Bash Shell
4 5 (22.73%) Scala
5 4 (18.18%) C
5 4 (18.18%) Python
6 2 (9.09%) JavaScript
Qualifications
1 6 (27.27%) Security Cleared
2 4 (18.18%) Degree
2 4 (18.18%) DV Cleared
3 2 (9.09%) Computer Science Degree
3 2 (9.09%) Numerate Degree
3 2 (9.09%) SC Cleared
Quality Assurance & Compliance
1 3 (13.64%) Data Quality
System Software
1 1 (4.55%) Apache Flume
1 1 (4.55%) HDFS
Systems Management
1 4 (18.18%) Kibana
2 2 (9.09%) Ansible
Vendors
1 3 (13.64%) Oracle
2 2 (9.09%) Microsoft
2 2 (9.09%) Salesforce.com
3 1 (4.55%) IBM
3 1 (4.55%) SAP
3 1 (4.55%) Tableau
Reading, Berkshire
Evolution Recruitment Solutions
Salary: 60,000 + Car + Benefits
Posted: 5 days ago