Period
to 24 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Reading with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 6 months to 24 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Berkshire > Reading
6 months to
24 Nov 2017
Same period 2016 Same period 2015
Rank 129 169 159
Rank change year-on-year +40 -10 +21
Permanent jobs citing Data Analysis 28 27 58
As % of all permanent IT jobs advertised in Reading 1.17% 0.77% 1.25%
As % of the Processes & Methodologies category 1.38% 0.88% 1.45%
Number of salaries quoted 16 26 60
Reading median annual salary £42,500 £39,000 £40,000
Median salary % change year-on-year +8.97% -2.50% -13.98%
10th Percentile £32,500 £26,063 £26,250
90th Percentile £61,250 £68,750 £58,125
Berkshire median annual salary £52,875 £42,500 £42,500
% change year-on-year +24.41% - +7.59%

Data Analysis 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 2029 3057 4005
As % of all permanent IT jobs advertised in Reading 84.97% 87.72% 86.20%
Number of salaries quoted 1630 2234 3124
Reading median annual salary £50,000 £50,000 £47,750
Median salary % change year-on-year - +4.71% -3.54%
10th Percentile £29,000 £29,000 £30,000
90th Percentile £75,000 £72,500 £70,000
Berkshire median annual salary £50,000 £50,000 £50,000

Data Analysis
Job Vacancy Trend in Reading

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

Job vacancy trend for Data Analysis in Reading

Data Analysis
Salary Trend in Reading

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

Salary trend for Data Analysis in Reading

Data Analysis
Salary Histogram in Reading

The salary distribution of IT jobs citing Data Analysis in Reading over the 6 months to 24 November 2017.

Salary histogram for Data Analysis in Reading

For the 6 months to 24 November 2017, IT jobs citing Data Analysis 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 Analysis.

1 18 (64.29%) SQL
2 9 (32.14%) Impala
2 9 (32.14%) Hadoop
3 8 (28.57%) Business Intelligence
3 8 (28.57%) Microsoft Excel
3 8 (28.57%) Apache Spark
4 7 (25.00%) DV Cleared
4 7 (25.00%) Security Cleared
4 7 (25.00%) SQL Server
5 6 (21.43%) Sybase
5 6 (21.43%) C#
5 6 (21.43%) MySQL
5 6 (21.43%) Python
5 6 (21.43%) ETL
5 6 (21.43%) Migration
5 6 (21.43%) SQL Server Reporting Services
5 6 (21.43%) Data Migration
5 6 (21.43%) Analytical Skills
6 5 (17.86%) Mentoring
6 5 (17.86%) Kibana
6 5 (17.86%) Analytics
6 5 (17.86%) Elasticsearch
6 5 (17.86%) DevOps
6 5 (17.86%) Visualisation
6 5 (17.86%) SaaS
6 5 (17.86%) Apache Hive
6 5 (17.86%) C
7 4 (14.29%) JavaScript
7 4 (14.29%) HTML
7 4 (14.29%) VBA

Data Analysis
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 (28.57%) Apache Spark
2 5 (17.86%) Elasticsearch
3 1 (3.57%) OpenStack
Applications
1 8 (28.57%) Microsoft Excel
2 2 (7.14%) Microsoft Office
3 1 (3.57%) Microsoft PowerPoint
3 1 (3.57%) Microsoft Project
3 1 (3.57%) MS Visio
Business Applications
1 1 (3.57%) Dynamics AX
Cloud Services
1 5 (17.86%) SaaS
Communications & Networking
1 1 (3.57%) WebEx
Database & Business Intelligence
1 9 (32.14%) Hadoop
1 9 (32.14%) Impala
2 7 (25.00%) SQL Server
3 6 (21.43%) MySQL
3 6 (21.43%) SQL Server Reporting Services
4 5 (17.86%) Apache Hive
5 4 (14.29%) Big Data
6 3 (10.71%) SQL Server Integration Services
7 2 (7.14%) HBase
8 1 (3.57%) Data Warehouse
General
1 3 (10.71%) Finance
2 1 (3.57%) Automotive
2 1 (3.57%) Telecoms
Job Titles
1 13 (46.43%) Analyst
2 10 (35.71%) Data Engineer
3 9 (32.14%) Data Analyst
4 6 (21.43%) Business Intelligence Analyst
4 6 (21.43%) Business Intelligence Data Analyst
4 6 (21.43%) Data Migration Analyst
4 6 (21.43%) Data Migration Engineer
4 6 (21.43%) ETL Analyst
4 6 (21.43%) Migration Analyst
4 6 (21.43%) Migration Engineer
4 6 (21.43%) SQL Analyst
4 6 (21.43%) SQL Data Analyst
4 6 (21.43%) SSRS Analyst
5 5 (17.86%) DevOps Engineer
6 3 (10.71%) Hadoop Engineer
7 2 (7.14%) Big Data Engineer
7 2 (7.14%) CRM Manager
7 2 (7.14%) Cybersecurity Engineer
7 2 (7.14%) Incident Manager
7 2 (7.14%) Major Incident Manager
Libraries, Frameworks & Software Standards
1 4 (14.29%) AngularJS
1 4 (14.29%) HTML
1 4 (14.29%) Node.js
2 3 (10.71%) Angular 2
2 3 (10.71%) CSS
2 3 (10.71%) Kafka
2 3 (10.71%) MLlib
2 3 (10.71%) REST
3 1 (3.57%) HTML5
3 1 (3.57%) XML
Miscellaneous
1 6 (21.43%) Analytical Skills
2 3 (10.71%) Cyberthreat
2 3 (10.71%) Virtual Team
3 2 (7.14%) Computer Science
4 1 (3.57%) Analytical Mindset
Operating Systems
1 2 (7.14%) Linux
1 2 (7.14%) Windows
Processes & Methodologies
1 8 (28.57%) Business Intelligence
2 6 (21.43%) Data Migration
2 6 (21.43%) ETL
2 6 (21.43%) Migration
3 5 (17.86%) Analytics
3 5 (17.86%) DevOps
3 5 (17.86%) Mentoring
3 5 (17.86%) Visualisation
4 4 (14.29%) Change Management
4 4 (14.29%) Cybersecurity
4 4 (14.29%) Data Modelling
4 4 (14.29%) Incident Management
5 3 (10.71%) Data Visualisation
5 3 (10.71%) Machine Learning
5 3 (10.71%) MapReduce
5 3 (10.71%) Performance Management
5 3 (10.71%) Problem Management
5 3 (10.71%) Protective Monitoring
5 3 (10.71%) Virtual Team Management
6 2 (7.14%) Security Operations
Programming Languages
1 18 (64.29%) SQL
2 6 (21.43%) C#
2 6 (21.43%) Python
3 5 (17.86%) C
4 4 (14.29%) JavaScript
4 4 (14.29%) VBA
5 3 (10.71%) Bash Shell
5 3 (10.71%) Java
5 3 (10.71%) R
5 3 (10.71%) Scala
6 1 (3.57%) PowerShell
Qualifications
1 7 (25.00%) DV Cleared
1 7 (25.00%) Security Cleared
2 4 (14.29%) Degree
3 2 (7.14%) ITIL Foundation Certificate
4 1 (3.57%) Numerate Degree
System Software
1 2 (7.14%) Apache Flume
1 2 (7.14%) HDFS
1 2 (7.14%) Virtual Machines
Systems Management
1 5 (17.86%) Kibana
2 2 (7.14%) Puppet
Vendors
1 6 (21.43%) Sybase
2 4 (14.29%) Salesforce.com
3 3 (10.71%) MicroStrategy
4 2 (7.14%) Atlassian
4 2 (7.14%) Microsoft
5 1 (3.57%) Adobe
5 1 (3.57%) Capita
5 1 (3.57%) IBM
5 1 (3.57%) Splunk