Period
to 14 December 2018

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 14 December 2018 with a comparison to the same period in the previous 2 years.

Data Management
Berkshire > Reading
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 98 129 134
Rank change year-on-year +31 +5 -30
Permanent jobs citing Data Management 48 26 56
As % of all permanent IT jobs advertised in Reading 2.34% 1.07% 1.68%
As % of the Processes & Methodologies category 2.58% 1.23% 1.86%
Number of salaries quoted 41 16 61
Reading median annual salary £67,500 £45,000 £62,500
Median salary % change year-on-year +50.00% -28.00% +28.87%
10th Percentile £32,500 £34,000 £27,500
90th Percentile £80,000 £78,750 £71,250
Berkshire median annual salary £64,000 £57,500 £57,500
% change year-on-year +11.30% - +21.05%

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 1,861 2,107 3,004
As % of all permanent IT jobs advertised in Reading 90.56% 86.64% 90.10%
Number of salaries quoted 1,575 1,708 2,216
Reading median annual salary £50,000 £47,750 £50,000
Median salary % change year-on-year +4.71% -4.50% +5.26%
10th Percentile £29,396 £28,500 £28,500
90th Percentile £77,500 £75,000 £72,500
Berkshire median annual salary £52,500 £49,000 £50,000
% change year-on-year +7.14% -2.00% -

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 14 December 2018.

Salary histogram for Data Management in Reading

For the 6 months to 14 December 2018, IT jobs citing Data Management also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Reading region with a requirement for Data Management.

1 24 (50.00%) SQL
1 24 (50.00%) Microsoft
2 21 (43.75%) SQL Server Reporting Services
3 20 (41.67%) Degree
4 17 (35.42%) SQL Server Integration Services
4 17 (35.42%) SQL Server Analysis Services
4 17 (35.42%) SQL Server
5 16 (33.33%) Relational Database
5 16 (33.33%) Problem-Solving
6 15 (31.25%) Data Warehouse
7 14 (29.17%) Finance
7 14 (29.17%) Data Modelling
7 14 (29.17%) Business Intelligence
8 13 (27.08%) ETL
8 13 (27.08%) Data Quality
8 13 (27.08%) Dimensional Modelling
8 13 (27.08%) Data Integration
8 13 (27.08%) Power BI
9 12 (25.00%) SQL Server 2008
9 12 (25.00%) SQL Server 2005
9 12 (25.00%) T-SQL
9 12 (25.00%) .NET
10 11 (22.92%) Data Architecture
10 11 (22.92%) Microsoft Azure
10 11 (22.92%) Master Data Management
10 11 (22.92%) Analytics
10 11 (22.92%) Presales
11 10 (20.83%) Driving Licence
11 10 (20.83%) Analytical Skills
11 10 (20.83%) Data Analysis

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 8 (16.67%) Apache Spark
2 4 (8.33%) Apache
3 2 (4.17%) OpenStack
Cloud Services
1 11 (22.92%) Microsoft Azure
2 4 (8.33%) Azure Data Factory
2 4 (8.33%) Data Lake Analytics
3 3 (6.25%) Cloud Computing
3 3 (6.25%) IaaS
4 2 (4.17%) PaaS
5 1 (2.08%) Amazon AWS
5 1 (2.08%) SaaS
Communications & Networking
1 2 (4.17%) VSAN
Database & Business Intelligence
1 21 (43.75%) SQL Server Reporting Services
2 17 (35.42%) SQL Server
2 17 (35.42%) SQL Server Analysis Services
2 17 (35.42%) SQL Server Integration Services
3 16 (33.33%) Relational Database
4 15 (31.25%) Data Warehouse
5 13 (27.08%) Power BI
6 12 (25.00%) SQL Server 2005
6 12 (25.00%) SQL Server 2008
7 7 (14.58%) Big Data
8 4 (8.33%) BusinessObjects
8 4 (8.33%) Data Lake
8 4 (8.33%) OLAP
8 4 (8.33%) Oracle ODI
8 4 (8.33%) RDBMS
8 4 (8.33%) SQLPlus
8 4 (8.33%) Star Schema
9 3 (6.25%) Enterprise Data Warehouse
9 3 (6.25%) OLTP
10 2 (4.17%) SQL Server 2012
Development Applications
1 4 (8.33%) Git (software)
1 4 (8.33%) JIRA
1 4 (8.33%) Visual Studio
1 4 (8.33%) Visual Studio Team System
2 3 (6.25%) ERwin
General
1 14 (29.17%) Finance
2 9 (18.75%) Marketing
3 4 (8.33%) Telecoms
4 3 (6.25%) Retail
5 2 (4.17%) Manufacturing
6 1 (2.08%) Advertising
Job Titles
1 15 (31.25%) Architect
1 15 (31.25%) Developer
2 13 (27.08%) Analyst
3 12 (25.00%) SQL Developer
4 9 (18.75%) Data Architect
5 7 (14.58%) Analyst Developer
5 7 (14.58%) SQL Analyst
6 6 (12.50%) Operations Analyst
6 6 (12.50%) Sales Analyst
6 6 (12.50%) Solutions Architect
7 4 (8.33%) Consultant
7 4 (8.33%) Lead DevOps
8 3 (6.25%) Business Intelligence Developer
8 3 (6.25%) Senior Architect
8 3 (6.25%) Senior Consultant
8 3 (6.25%) Senior Solutions Architect
8 3 (6.25%) Solutions Consultant
9 2 (4.17%) Azure DevOps
9 2 (4.17%) Azure DevOps Engineer
9 2 (4.17%) DevOps Engineer
Libraries, Frameworks & Software Standards
1 12 (25.00%) .NET
2 9 (18.75%) MDX
3 4 (8.33%) Kafka
4 1 (2.08%) .NET Core
4 1 (2.08%) .NET Framework
4 1 (2.08%) ASP.NET Web API
4 1 (2.08%) Node.js
Miscellaneous
1 10 (20.83%) Analytical Skills
1 10 (20.83%) Driving Licence
2 8 (16.67%) NHS
3 6 (12.50%) User Experience
4 4 (8.33%) Greenfield Project
5 3 (6.25%) Data Structures
5 3 (6.25%) Management Information System
5 3 (6.25%) Reference Data
6 1 (2.08%) Enterprise Software
Operating Systems
1 1 (2.08%) Windows
Processes & Methodologies
1 16 (33.33%) Problem-Solving
2 14 (29.17%) Business Intelligence
2 14 (29.17%) Data Modelling
3 13 (27.08%) Data Integration
3 13 (27.08%) Dimensional Modelling
3 13 (27.08%) ETL
4 11 (22.92%) Analytics
4 11 (22.92%) Data Architecture
4 11 (22.92%) Master Data Management
4 11 (22.92%) Presales
5 10 (20.83%) Agile Software Development
5 10 (20.83%) Data Analysis
6 9 (18.75%) Visualisation
7 7 (14.58%) Data Governance
7 7 (14.58%) Metadata Management
8 6 (12.50%) Analytical Thinking
8 6 (12.50%) Business Forecasting
8 6 (12.50%) Dashboard Development
8 6 (12.50%) DevOps
8 6 (12.50%) Lead Generation
Programming Languages
1 24 (50.00%) SQL
2 12 (25.00%) T-SQL
3 4 (8.33%) PL/SQL
3 4 (8.33%) PowerShell
4 1 (2.08%) C#
4 1 (2.08%) JavaScript
Qualifications
1 20 (41.67%) Degree
2 6 (12.50%) Computer Science Degree
3 2 (4.17%) SC Cleared
3 2 (4.17%) Security Cleared
Quality Assurance & Compliance
1 13 (27.08%) Data Quality
2 3 (6.25%) QA
System Software
1 2 (4.17%) Ceph
2 1 (2.08%) Hyper-V
2 1 (2.08%) VMware Infrastructure
Systems Management
1 1 (2.08%) NetBackup
1 1 (2.08%) Tivoli
Vendors
1 24 (50.00%) Microsoft
2 6 (12.50%) Salesforce.com
3 4 (8.33%) Ab Initio
3 4 (8.33%) Alteryx
3 4 (8.33%) Hortonworks
3 4 (8.33%) MicroStrategy
3 4 (8.33%) Oracle
3 4 (8.33%) Tableau
3 4 (8.33%) Teradata
4 3 (6.25%) Huawei
5 2 (4.17%) Red Hat
6 1 (2.08%) CommVault
6 1 (2.08%) Veeam
6 1 (2.08%) VMware