Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Berkshire 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
South East > Berkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 178 194 208
Rank change year-on-year +16 +14 +26
Permanent jobs citing Data Analysis 77 103 145
As % of all permanent IT jobs advertised in Berkshire 1.23% 1.18% 1.31%
As % of the Processes & Methodologies category 1.43% 1.34% 1.51%
Number of salaries quoted 48 88 107
Berkshire median annual salary £52,875 £42,500 £42,500
Median salary % change year-on-year +24.41% - +6.25%
10th Percentile £32,500 £22,938 £26,250
90th Percentile £86,250 £72,500 £71,750
South East median annual salary £45,000 £45,000 £40,000
% change year-on-year - +12.50% -4.76%

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 Berkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Berkshire
Permanent vacancies with a requirement for process or methodology skills 5403 7694 9618
As % of all permanent IT jobs advertised in Berkshire 86.27% 88.38% 86.95%
Number of salaries quoted 4212 5870 7495
Berkshire median annual salary £50,000 £50,000 £50,000
10th Percentile £28,500 £30,000 £28,750
90th Percentile £75,000 £75,000 £71,550
South East median annual salary £45,000 £45,000 £45,000

Data Analysis
Job Vacancy Trend in Berkshire

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

Job vacancy trend for Data Analysis in Berkshire

Data Analysis
Salary Trend in Berkshire

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

Salary trend for Data Analysis in Berkshire

Data Analysis
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Data Analysis in Berkshire over the 6 months to 18 November 2017.

Salary histogram for Data Analysis in Berkshire

Data Analysis
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Berkshire region over the 6 months to 18 November 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +47 30 £42,500 +8.97%
Maidenhead +28 13 £37,500 +15.38% 1
Newbury -18 8 £90,000 +260.00%
Windsor - 5 £80,000 -
Wokingham - 3 £30,000 -
Bracknell +5 1 - -
Slough -3 1 £57,500 +35.29%
Data Analysis
South East

For the 6 months to 18 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 Berkshire region with a requirement for Data Analysis.

1 38 (49.35%) SQL
2 17 (22.08%) Telecoms
3 14 (18.18%) Migration
3 14 (18.18%) Business Intelligence
3 14 (18.18%) Analytics
4 13 (16.88%) Data Modelling
5 12 (15.58%) Agile Software Development
5 12 (15.58%) Data Migration
5 12 (15.58%) Virtual Team
6 11 (14.29%) Impala
6 11 (14.29%) Hadoop
6 11 (14.29%) Python
7 10 (12.99%) Microsoft Excel
7 10 (12.99%) Change Management
7 10 (12.99%) Analytical Skills
7 10 (12.99%) Apache Spark
7 10 (12.99%) Data Structures
8 9 (11.69%) Project Management
8 9 (11.69%) IBM
8 9 (11.69%) C
8 9 (11.69%) DV Cleared
8 9 (11.69%) Security Cleared
8 9 (11.69%) Retail
9 8 (10.39%) SQL Server
9 8 (10.39%) DB2
9 8 (10.39%) Data Analytics
10 7 (9.09%) Data Quality
10 7 (9.09%) Content Writing
10 7 (9.09%) Microsoft
10 7 (9.09%) Configuration Management

Data Analysis
Co-occurring IT Skills in Berkshire 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 10 (12.99%) Apache Spark
2 6 (7.79%) Elasticsearch
3 4 (5.19%) SAS
4 1 (1.30%) OpenStack
Applications
1 10 (12.99%) Microsoft Excel
2 2 (2.60%) Microsoft Office
3 1 (1.30%) Microsoft PowerPoint
3 1 (1.30%) Microsoft Project
3 1 (1.30%) MS Visio
Business Applications
1 2 (2.60%) iTrent
2 1 (1.30%) Dynamics AX
2 1 (1.30%) FastStats
2 1 (1.30%) SAP HCM
2 1 (1.30%) SAP HR
Cloud Services
1 6 (7.79%) SaaS
2 5 (6.49%) Microsoft Azure
3 1 (1.30%) SuccessFactors
Communications & Networking
1 1 (1.30%) ASN.1
1 1 (1.30%) Radio Access Network
1 1 (1.30%) WebEx
Database & Business Intelligence
1 11 (14.29%) Hadoop
1 11 (14.29%) Impala
2 8 (10.39%) DB2
2 8 (10.39%) SQL Server
3 6 (7.79%) Apache Hive
3 6 (7.79%) MySQL
3 6 (7.79%) SQL Server Reporting Services
4 4 (5.19%) Big Data
5 3 (3.90%) SQL Server Integration Services
6 2 (2.60%) Data Warehouse
6 2 (2.60%) HBase
7 1 (1.30%) PostgreSQL
7 1 (1.30%) Relational Database
General
1 17 (22.08%) Telecoms
2 9 (11.69%) Retail
3 4 (5.19%) Finance
4 2 (2.60%) Marketing
5 1 (1.30%) Automotive
5 1 (1.30%) Law
5 1 (1.30%) Legal
Job Titles
1 32 (41.56%) Analyst
2 24 (31.17%) Data Analyst
3 12 (15.58%) SQL Analyst
3 12 (15.58%) SQL Data Analyst
4 11 (14.29%) Data Engineer
5 6 (7.79%) Business Intelligence Analyst
5 6 (7.79%) Business Intelligence Data Analyst
5 6 (7.79%) Business Intelligence Manager
5 6 (7.79%) Data Migration Analyst
5 6 (7.79%) Data Migration Engineer
5 6 (7.79%) DevOps Engineer
5 6 (7.79%) ETL Analyst
5 6 (7.79%) Migration Analyst
5 6 (7.79%) Migration Engineer
5 6 (7.79%) SSRS Analyst
6 5 (6.49%) Agile Development Manager
6 5 (6.49%) Development Manager
6 5 (6.49%) Digital Development Manager
6 5 (6.49%) Head of Engineering
6 5 (6.49%) Systems Analyst
Libraries, Frameworks & Software Standards
1 5 (6.49%) AngularJS
1 5 (6.49%) HTML
1 5 (6.49%) Node.js
2 4 (5.19%) Angular 2
2 4 (5.19%) CSS
2 4 (5.19%) Kafka
2 4 (5.19%) MLlib
2 4 (5.19%) REST
3 2 (2.60%) XML
4 1 (1.30%) HTML5
Miscellaneous
1 12 (15.58%) Virtual Team
2 10 (12.99%) Analytical Skills
2 10 (12.99%) Data Structures
3 4 (5.19%) Cyberthreat
3 4 (5.19%) User Experience
4 3 (3.90%) Algorithms
4 3 (3.90%) Renewable Energy
5 2 (2.60%) Computer Science
6 1 (1.30%) Mainframe
Operating Systems
1 3 (3.90%) Linux
2 2 (2.60%) Windows
Processes & Methodologies
1 14 (18.18%) Analytics
1 14 (18.18%) Business Intelligence
1 14 (18.18%) Migration
2 13 (16.88%) Data Modelling
3 12 (15.58%) Agile Software Development
3 12 (15.58%) Data Migration
4 10 (12.99%) Change Management
5 9 (11.69%) Project Management
6 8 (10.39%) Data Analytics
7 7 (9.09%) Business Analysis
7 7 (9.09%) Configuration Management
7 7 (9.09%) Content Writing
7 7 (9.09%) ETL
7 7 (9.09%) Stakeholder Management
8 6 (7.79%) Copywriting
8 6 (7.79%) Customer Engagement
8 6 (7.79%) Customer-Centricity
8 6 (7.79%) DevOps
8 6 (7.79%) Mentoring
8 6 (7.79%) Visualisation
Programming Languages
1 38 (49.35%) SQL
2 11 (14.29%) Python
3 9 (11.69%) C
4 6 (7.79%) C#
5 5 (6.49%) Bash Shell
5 5 (6.49%) JavaScript
5 5 (6.49%) VBA
6 4 (5.19%) Java
6 4 (5.19%) R
6 4 (5.19%) Scala
7 3 (3.90%) C++
7 3 (3.90%) MATLAB
8 1 (1.30%) COBOL
8 1 (1.30%) JCL
8 1 (1.30%) Perl
8 1 (1.30%) PowerShell
Qualifications
1 9 (11.69%) DV Cleared
1 9 (11.69%) Security Cleared
2 7 (9.09%) Degree
3 5 (6.49%) ITIL Foundation Certificate
4 1 (1.30%) Numerate Degree
Quality Assurance & Compliance
1 7 (9.09%) Data Quality
2 5 (6.49%) GDPR
System Software
1 2 (2.60%) Apache Flume
1 2 (2.60%) HDFS
1 2 (2.60%) Virtual Machines
Systems Management
1 6 (7.79%) Kibana
2 2 (2.60%) Puppet
Vendors
1 9 (11.69%) IBM
2 7 (9.09%) Microsoft
3 6 (7.79%) Sybase
4 4 (5.19%) JDA
4 4 (5.19%) MicroStrategy
4 4 (5.19%) Oracle
4 4 (5.19%) Salesforce.com
5 2 (2.60%) Atlassian
5 2 (2.60%) Genesys
5 2 (2.60%) Intel
6 1 (1.30%) Adobe
6 1 (1.30%) Capita
6 1 (1.30%) Greenplum
6 1 (1.30%) SAP
6 1 (1.30%) Splunk