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 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Berkshire / Reading
3 months to
25 Jun 2017
Same period 2016 Same period 2015
Rank 83 120 104
Rank change year-on-year +37 -16  
Permanent jobs citing Data Analysis 24 9 38
As % of all permanent IT jobs advertised in Reading 1.85% 0.51% 1.65%
As % of the Processes & Methodologies category 2.20% 0.56% 1.94%
Number of salaries quoted 12 6 33
Median salary £48,750 £46,000 £49,000
Median salary % change year-on-year +5.97% -6.12%  
90% offered a salary of more than £40,000 £32,500 £28,000
10% offered a salary of more than £51,500 £65,000 £67,500
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +6.66%  

Data Analysis 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 1092 1596 1955
As % of all permanent IT job vacancies advertised in Reading 84.13% 90.37% 84.93%
Number of salaries quoted 879 1242 1420
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 Analysis
Job Vacancy Trend in Reading

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

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 3 months to 25 June 2017.

Salary histogram for Data Analysis in Reading

For the 6 months to 25 June 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 15 (45.45%) SQL
2 14 (42.42%) Virtual Team
3 12 (36.36%) Machine Learning
3 12 (36.36%) Mentoring
3 12 (36.36%) Security Cleared
4 11 (33.33%) Degree
4 11 (33.33%) ITIL
5 10 (30.30%) DV Cleared
6 9 (27.27%) Agile Software Development
6 9 (27.27%) Analytical Skills
7 8 (24.24%) Algorithms
7 8 (24.24%) HBase
7 8 (24.24%) Big Data
7 8 (24.24%) NoSQL
7 8 (24.24%) Social Media
7 8 (24.24%) Actionable Insight
7 8 (24.24%) Master's Degree
7 8 (24.24%) scikit-learn
7 8 (24.24%) Statistical Analysis
7 8 (24.24%) Statistics
7 8 (24.24%) Problem Management
7 8 (24.24%) Data Mining
7 8 (24.24%) Oracle
8 7 (21.21%) Continuous Improvement
9 6 (18.18%) ITIL Foundation Certificate
9 6 (18.18%) Virtual Team Management
9 6 (18.18%) Service Management
9 6 (18.18%) Change Management
9 6 (18.18%) ITSM
9 6 (18.18%) Data Modelling

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 4 (12.12%) Apache Spark
1 4 (12.12%) Elasticsearch
Applications
1 5 (15.15%) Microsoft Excel
2 1 (3.03%) Spreadsheet
Cloud Services
1 2 (6.06%) SaaS
Database & Business Intelligence
1 8 (24.24%) Big Data
1 8 (24.24%) Data Mining
1 8 (24.24%) HBase
1 8 (24.24%) NoSQL
2 4 (12.12%) Apache Hive
2 4 (12.12%) Hadoop
2 4 (12.12%) Impala
2 4 (12.12%) SQL Server
3 3 (9.09%) SQL Server Reporting Services
4 2 (6.06%) MySQL
5 1 (3.03%) Data Warehouse
5 1 (3.03%) Oracle BI Publisher
5 1 (3.03%) Power BI
5 1 (3.03%) PowerPivot
5 1 (3.03%) SQL Server Integration Services
General
1 3 (9.09%) Finance
2 1 (3.03%) Banking
Job Titles
1 11 (33.33%) Analyst
2 8 (24.24%) Data Scientist
3 6 (18.18%) Incident Manager
3 6 (18.18%) Major Incident Manager
4 5 (15.15%) Agile Business Analyst
4 5 (15.15%) Business Analyst
4 5 (15.15%) Data Analyst
5 4 (12.12%) DevOps Engineer
6 3 (9.09%) Applications Support
6 3 (9.09%) SQL Analyst
7 2 (6.06%) Applications Support Analyst
7 2 (6.06%) Business Intelligence Analyst
7 2 (6.06%) Consultant
7 2 (6.06%) Data Engineer
7 2 (6.06%) Data Migration Analyst
7 2 (6.06%) ETL Analyst
7 2 (6.06%) Migration Engineer
7 2 (6.06%) SQL Data Analyst
7 2 (6.06%) SSRS Analyst
7 2 (6.06%) Support Analyst
Libraries, Frameworks & Software Standards
1 8 (24.24%) scikit-learn
2 4 (12.12%) Kafka
2 4 (12.12%) MLlib
3 2 (6.06%) Mason
Miscellaneous
1 14 (42.42%) Virtual Team
2 9 (27.27%) Analytical Skills
3 8 (24.24%) Algorithms
3 8 (24.24%) Social Media
4 4 (12.12%) Cyberthreat
Processes & Methodologies
1 12 (36.36%) Machine Learning
1 12 (36.36%) Mentoring
2 11 (33.33%) ITIL
3 9 (27.27%) Agile Software Development
4 8 (24.24%) Actionable Insight
4 8 (24.24%) Problem Management
4 8 (24.24%) Statistical Analysis
4 8 (24.24%) Statistics
5 7 (21.21%) Continuous Improvement
6 6 (18.18%) Change Management
6 6 (18.18%) Data Modelling
6 6 (18.18%) Incident Management
6 6 (18.18%) ITSM
6 6 (18.18%) Matrix Management
6 6 (18.18%) Service Management
6 6 (18.18%) Stakeholder Management
6 6 (18.18%) Virtual Team Management
7 5 (15.15%) Business Analysis
7 5 (15.15%) Business Intelligence
7 5 (15.15%) PRINCE2
Programming Languages
1 15 (45.45%) SQL
2 4 (12.12%) Bash Shell
2 4 (12.12%) C
2 4 (12.12%) Java
2 4 (12.12%) Python
2 4 (12.12%) Scala
3 2 (6.06%) C#
4 1 (3.03%) Data Analysis Expressions (DAX)
4 1 (3.03%) VBA
Qualifications
1 12 (36.36%) Security Cleared
2 11 (33.33%) Degree
3 10 (30.30%) DV Cleared
4 8 (24.24%) Master's Degree
5 6 (18.18%) ITIL Foundation Certificate
6 5 (15.15%) ISEB
7 3 (9.09%) Numerate Degree
8 2 (6.06%) SC Cleared
Systems Management
1 4 (12.12%) Kibana
Vendors
1 8 (24.24%) Oracle
2 4 (12.12%) Salesforce.com
3 2 (6.06%) Sybase
4 1 (3.03%) Microsoft
Reading, Berkshire
HAYS INFORMATION TECHNOLOGY
Salary: £60000.00 - £65000.00 per annum
Posted: 5 days ago
Reading, Berkshire
Uniting Ambition
Salary: £40k - 50k per year
Posted: 6 days ago