The table below looks at the statistics for Data Analysis skills in IT jobs advertised for the Reading region. Included is a guide to the salaries offered in IT jobs that have cited Data Analysis over the 3 months to 30 May 2016 with a comparison to the same period over the previous 2 years.

3 months to
30 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 116 107 122
Rank change year-on-year
-9 +15
Permanent jobs citing Data Analysis 13 36 20
As % of all permanent IT jobs located in Reading 0.75% 1.57% 0.83%
As % of the Processes & Methodologies category 0.83% 1.87% 1.02%
Number of salaries quoted 12 30 13
Median salary £53,500 £49,000 £41,500
Median salary % change year-on-year
+9.18% +18.07%
90% offered a salary of more than £38,500 £30,000 £23,300
10% offered a salary of more than £55,000 £68,000 £47,000
UK excluding London median salary £41,000 £37,500 £38,500
% change year-on-year
+9.33% -2.59%
Data Analysis
Berkshire

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in permanent jobs advertised in the Reading region.

Processes & Methodologies Category
Reading
Permanent IT job ads with a match in the
Processes & Methodologies category
1557 1924 1962
As % of all permanent IT jobs located in Reading 89.33% 83.87% 81.28%
Number of salaries quoted 1245 1343 1386
Median salary £50,000 £50,000 £49,500
Median salary % change year-on-year
- +1.01%
90% offered a salary of more than £35,000 £35,000 £32,500
10% offered a salary of more than £70,000 £70,000 £75,000
UK excluding London median salary £45,000 £44,000 £42,500
% change year-on-year
+2.27% +3.52%

Data Analysis
Jobs Demand Trend in Reading

The demand trend of job ads across the Reading region citing Data Analysis as a proportion of all IT jobs with a match in the Processes & Methodologies category.

Data Analysis Jobs Demand Trend 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 across the Reading region.

Data Analysis Salary Trend in Reading

Data Analysis
Salary Histogram in Reading

This chart provides a salary histogram for IT jobs citing Data Analysis across the Reading region over the 3 months to 30 May 2016.

Data Analysis Salary Histogram in Reading

Data Analysis
Top 30 Related IT Skills in Reading

For the 6 months to 30 May 2016, 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 40 (70.18%) Big Data
2 35 (61.40%) SQL
3 27 (47.37%) Data Modelling
4 26 (45.61%) Reverse Engineering
5 24 (42.11%) Python
6 21 (36.84%) Degree
6 21 (36.84%) Data Structures
7 18 (31.58%) Mobile App
7 18 (31.58%) Kimball Methodology
7 18 (31.58%) NoSQL
7 18 (31.58%) R
7 18 (31.58%) Smart Meter
7 18 (31.58%) Retail
8 15 (26.32%) Security Cleared
9 14 (24.56%) Splunk
9 14 (24.56%) SIEM
9 14 (24.56%) Cybersecurity
9 14 (24.56%) Malware Analysis
10 13 (22.81%) Data Architecture
10 13 (22.81%) ETL
11 12 (21.05%) UML
11 12 (21.05%) ERwin
11 12 (21.05%) Logical Data Model
11 12 (21.05%) Physical Data Model
11 12 (21.05%) Dimensional Modelling
11 12 (21.05%) QA
12 11 (19.30%) Business Intelligence
13 10 (17.54%) Cisco
13 10 (17.54%) Fortinet
13 10 (17.54%) Trend Micro

Data Analysis
Top Related 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:

Applications
1 4 (7.02%) MS Excel
2 1 (1.75%) MS Office
Business Applications
1 2 (3.51%) SAP MDM
2 1 (1.75%) FastStats
Communications & Networking
1 1 (1.75%) Intrusion Detection
Database & Business Intelligence
1 40 (70.18%) Big Data
2 18 (31.58%) NoSQL
3 6 (10.53%) DataStage
3 6 (10.53%) GIS
3 6 (10.53%) IBM InfoSphere
3 6 (10.53%) QualityStage
3 6 (10.53%) RDBMS
3 6 (10.53%) Relational Database
4 5 (8.77%) Pentaho
4 5 (8.77%) SQL Server
5 3 (5.26%) BusinessObjects
5 3 (5.26%) QlikView
5 3 (5.26%) SQL Server Reporting Services
6 2 (3.51%) Crystal Reports
6 2 (3.51%) Data Warehouse
6 2 (3.51%) Oracle Reports
7 1 (1.75%) SQL Server Integration Services
Development Applications
1 12 (21.05%) ERwin
General
1 18 (31.58%) Retail
2 6 (10.53%) Pharmaceutical
2 6 (10.53%) Telecoms
3 3 (5.26%) Finance
4 1 (1.75%) Marketing
4 1 (1.75%) Military
Job Titles
1 24 (42.11%) Analyst
2 15 (26.32%) Developer
3 12 (21.05%) Data Analyst
3 12 (21.05%) Data Modeller
4 10 (17.54%) Business Intelligence Developer
5 7 (12.28%) Cybersecurity Analyst
5 7 (12.28%) Junior
5 7 (12.28%) Junior Developer
5 7 (12.28%) Security Analyst
6 6 (10.53%) Business Developer
6 6 (10.53%) SQL Developer
7 5 (8.77%) Junior PL/SQL Developer
7 5 (8.77%) Junior SQL Developer
7 5 (8.77%) PL/SQL Developer
8 3 (5.26%) Business Analyst
9 2 (3.51%) Consultant
9 2 (3.51%) Junior Oracle Developer
9 2 (3.51%) Oracle Developer
9 2 (3.51%) Process Analyst
9 2 (3.51%) SAP Consultant
Libraries, Frameworks & Software Standards
1 3 (5.26%) CGI
Miscellaneous
1 21 (36.84%) Data Structures
2 18 (31.58%) Mobile App
2 18 (31.58%) Smart Meter
3 8 (14.04%) Analytical Skills
4 7 (12.28%) Management Information System
5 6 (10.53%) Data Extraction
5 6 (10.53%) SCADA
6 4 (7.02%) Cyber Attack
7 2 (3.51%) Driving Licence
8 1 (1.75%) Computer Science
8 1 (1.75%) FMCG
8 1 (1.75%) Informatics
8 1 (1.75%) Mathematics
8 1 (1.75%) Statistics
8 1 (1.75%) Visualisation
Operating Systems
1 1 (1.75%) Unix
Processes & Methodologies
1 27 (47.37%) Data Modelling
2 26 (45.61%) Reverse Engineering
3 18 (31.58%) Kimball Methodology
4 14 (24.56%) Cybersecurity
4 14 (24.56%) Malware Analysis
4 14 (24.56%) SIEM
5 13 (22.81%) Data Architecture
5 13 (22.81%) ETL
6 12 (21.05%) Dimensional Modelling
6 12 (21.05%) Logical Data Model
6 12 (21.05%) Physical Data Model
6 12 (21.05%) UML
7 11 (19.30%) Business Intelligence
8 8 (14.04%) Data Management
9 6 (10.53%) Data Cleansing
9 6 (10.53%) Data Transformation
9 6 (10.53%) Information Management
10 5 (8.77%) Continuous Improvement
11 3 (5.26%) Stakeholder Management
12 2 (3.51%) Data Governance
Programming Languages
1 35 (61.40%) SQL
2 24 (42.11%) Python
3 18 (31.58%) R
4 6 (10.53%) C#
4 6 (10.53%) Java
5 5 (8.77%) PL/SQL
5 5 (8.77%) VBA
6 1 (1.75%) T-SQL
Qualifications
1 21 (36.84%) Degree
2 15 (26.32%) Security Cleared
3 9 (15.79%) SC Cleared
4 1 (1.75%) CISA
4 1 (1.75%) CISM
4 1 (1.75%) CISSP
4 1 (1.75%) ISSMP
Quality Assurance & Compliance
1 12 (21.05%) QA
2 1 (1.75%) ISO/IEC 27001
Systems Management
1 10 (17.54%) EnCase
Vendors
1 14 (24.56%) Splunk
2 10 (17.54%) Cisco
2 10 (17.54%) Fortinet
2 10 (17.54%) Trend Micro
3 9 (15.79%) SAP
4 7 (12.28%) Oracle
5 6 (10.53%) ESRI
6 1 (1.75%) ArcSight
6 1 (1.75%) Citrix
6 1 (1.75%) Microsoft
6 1 (1.75%) Qualys
Reading, Berkshire
CGI
Salary: £35000 - £60000 per annum + benefits
Posted: 19 days ago
Reading
Applause IT Ltd
Salary: £35000 - £45000 per annum + + Car Allowance + Benefits
Posted: 18 days ago