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

3 months to
2 May 2016
Same period 2015 Same period 2014
Data Analysis
Rank 154 186 158
Rank change year-on-year
+32 -28
Permanent jobs citing Data Analysis 63 47 75
As % of all permanent IT jobs located in Berkshire 1.30% 0.85% 1.29%
As % of the Processes & Methodologies category 1.52% 1.01% 1.61%
Number of salaries quoted 52 41 56
Median salary £42,500 £45,000 £42,000
Median salary % change year-on-year
-5.55% +7.14%
90% offered a salary of more than £26,550 £28,000 £32,500
10% offered a salary of more than £55,000 £67,500 £59,500
UK excluding London median salary £40,000 £37,500 £38,392
% change year-on-year
+6.66% -2.32%
Data Analysis
South East

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

Processes & Methodologies Category
Berkshire
Permanent IT job ads with a match in the
Processes & Methodologies category
4156 4668 4672
As % of all permanent IT jobs located in Berkshire 85.58% 84.50% 80.59%
Number of salaries quoted 3364 3310 3344
Median salary £51,500 £52,500 £47,500
Median salary % change year-on-year
-1.90% +10.52%
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 Berkshire

The demand trend of job ads across the Berkshire 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 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 across the Berkshire region.

Data Analysis Salary Trend in Berkshire

Data Analysis
Salary Histogram in Berkshire

This chart provides a salary histogram for IT jobs citing Data Analysis across the Berkshire region over the 3 months to 2 May 2016.

Data Analysis Salary Histogram 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 3 months to 2 May 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Reading +8 21 £40,000 -19.19%
Slough +11 13 £42,500 +13.33% 2
Maidenhead +14 8 £47,500 +46.15% 1
Newbury - 4 £27,500 -
Windsor - 3 £47,500 -
Bracknell -5 1 £42,500 -
Data Analysis
South East

Data Analysis
Top 30 Related IT Skills in Berkshire

For the 6 months to 2 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 Berkshire region with a requirement for Data Analysis.

1 76 (48.72%) SQL
2 56 (35.90%) Business Intelligence
3 54 (34.62%) Data Modelling
4 51 (32.69%) Analytical Skills
5 49 (31.41%) Finance
6 44 (28.21%) Big Data
7 42 (26.92%) Degree
8 37 (23.72%) Oracle
9 27 (17.31%) Management Information System
9 27 (17.31%) ETL
9 27 (17.31%) Reverse Engineering
10 24 (15.38%) Systems Analysis
10 24 (15.38%) Python
11 22 (14.10%) Continuous Improvement
11 22 (14.10%) Data Structures
12 21 (13.46%) SQL Server
12 21 (13.46%) JD Edwards
12 21 (13.46%) Retail
12 21 (13.46%) Performance Management
13 20 (12.82%) Hyperion Planning
13 20 (12.82%) HFM
13 20 (12.82%) MS Excel
13 20 (12.82%) ERP
13 20 (12.82%) Hyperion
14 19 (12.18%) NoSQL
15 18 (11.54%) R
15 18 (11.54%) Smart Meter
15 18 (11.54%) Microsoft
15 18 (11.54%) ERwin
15 18 (11.54%) Telecoms

Data Analysis
Top Related 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 14 (8.97%) SAS
2 7 (4.49%) CMS
3 2 (1.28%) IIS
4 1 (0.64%) Elasticsearch
4 1 (0.64%) MS Exchange
Applications
1 20 (12.82%) MS Excel
2 15 (9.62%) MS Office
3 2 (1.28%) MS PowerPoint
4 1 (0.64%) MS Visio
4 1 (0.64%) SPSS
Business Applications
1 20 (12.82%) HFM
1 20 (12.82%) Hyperion Planning
2 16 (10.26%) Oracle ERP
3 12 (7.69%) Oracle EBS
4 4 (2.56%) Cognos Business Intelligence
5 3 (1.92%) Dynamics AX
5 3 (1.92%) PeopleSoft HCM
6 2 (1.28%) Lorenzo
6 2 (1.28%) SAP MDM
7 1 (0.64%) FastStats
Cloud Services
1 1 (0.64%) SuccessFactors
Communications & Networking
1 3 (1.92%) LAN
2 2 (1.28%) DHCP
2 2 (1.28%) DNS
2 2 (1.28%) Internet
2 2 (1.28%) Intranet
2 2 (1.28%) Intrusion Detection
2 2 (1.28%) iSCSI
2 2 (1.28%) Network Security
2 2 (1.28%) TCP/IP
2 2 (1.28%) WAN
3 1 (0.64%) SAN
3 1 (0.64%) VPN
Database & Business Intelligence
1 44 (28.21%) Big Data
2 21 (13.46%) SQL Server
3 19 (12.18%) NoSQL
4 13 (8.33%) Oracle BI EE
5 12 (7.69%) Cognos Framework Manager
5 12 (7.69%) Cognos Report Studio
6 9 (5.77%) BusinessObjects
7 8 (5.13%) SQL Server Reporting Services
8 7 (4.49%) Relational Database
9 6 (3.85%) DataStage
9 6 (3.85%) GIS
9 6 (3.85%) IBM InfoSphere
9 6 (3.85%) QualityStage
9 6 (3.85%) RDBMS
10 5 (3.21%) Data Warehouse
10 5 (3.21%) Pentaho
10 5 (3.21%) QlikView
10 5 (3.21%) SQL Server Integration Services
11 3 (1.92%) MS Access
11 3 (1.92%) SQL Server 2008
Development Applications
1 18 (11.54%) ERwin
2 6 (3.85%) Toad
General
1 49 (31.41%) Finance
2 21 (13.46%) Retail
3 18 (11.54%) Telecoms
4 9 (5.77%) Marketing
5 7 (4.49%) Billing
5 7 (4.49%) Publishing
6 6 (3.85%) Pharmaceutical
7 1 (0.64%) Banking
7 1 (0.64%) Games
7 1 (0.64%) Law
7 1 (0.64%) Manufacturing
7 1 (0.64%) Military
Job Titles
1 82 (52.56%) Analyst
2 36 (23.08%) Developer
3 34 (21.79%) Business Analyst
4 25 (16.03%) Data Analyst
5 24 (15.38%) Business Intelligence Developer
6 12 (7.69%) Cognos BI Developer
6 12 (7.69%) Cognos Developer
6 12 (7.69%) Data Modeller
7 11 (7.05%) Business Intelligence Analyst
7 11 (7.05%) Business Intelligence Business Analyst
7 11 (7.05%) SQL Developer
8 9 (5.77%) Excel Analyst
9 7 (4.49%) Agile Business Analyst
9 7 (4.49%) Cybersecurity Analyst
9 7 (4.49%) Designer
9 7 (4.49%) ERP Analyst
9 7 (4.49%) ERP Business Analyst
9 7 (4.49%) Junior Developer
9 7 (4.49%) Security Analyst
9 7 (4.49%) SQL Analyst
Libraries, Frameworks & Software Standards
1 9 (5.77%) XML
2 7 (4.49%) REST
3 5 (3.21%) .NET
3 5 (3.21%) Web Services
4 4 (2.56%) HTML
5 3 (1.92%) CGI
6 2 (1.28%) CSS
7 1 (0.64%) ASP.NET
7 1 (0.64%) WCF
7 1 (0.64%) WPF
Miscellaneous
1 51 (32.69%) Analytical Skills
2 27 (17.31%) Management Information System
3 22 (14.10%) Data Structures
4 18 (11.54%) Mobile App
4 18 (11.54%) Smart Meter
5 16 (10.26%) Enterprise Software
6 14 (8.97%) Mathematics
6 14 (8.97%) Visualisation
7 6 (3.85%) Data Extraction
7 6 (3.85%) SCADA
8 4 (2.56%) Computer Science
8 4 (2.56%) Cyber Attack
8 4 (2.56%) FMCG
8 4 (2.56%) New Media
9 3 (1.92%) CMDB
10 2 (1.28%) Driving Licence
10 2 (1.28%) Performance Metrics
10 2 (1.28%) SystemC
11 1 (0.64%) Cybercrime
11 1 (0.64%) Digital Media
Operating Systems
1 3 (1.92%) Windows
2 2 (1.28%) Unix
2 2 (1.28%) Windows Server
2 2 (1.28%) Windows Server 2003
2 2 (1.28%) Windows Server 2008
3 1 (0.64%) Android
3 1 (0.64%) Apple iOS
3 1 (0.64%) Linux
3 1 (0.64%) Mac OS X
Processes & Methodologies
1 56 (35.90%) Business Intelligence
2 54 (34.62%) Data Modelling
3 27 (17.31%) ETL
3 27 (17.31%) Reverse Engineering
4 24 (15.38%) Systems Analysis
5 22 (14.10%) Continuous Improvement
6 21 (13.46%) Performance Management
7 20 (12.82%) ERP
8 18 (11.54%) Kimball Methodology
9 17 (10.90%) Agile Software Development
10 16 (10.26%) SIEM
11 15 (9.62%) Cybersecurity
11 15 (9.62%) Data Management
11 15 (9.62%) Malware Analysis
12 14 (8.97%) Business Analysis
12 14 (8.97%) Change Management
12 14 (8.97%) Data Architecture
13 13 (8.33%) Scrum
14 12 (7.69%) Dimensional Modelling
14 12 (7.69%) Logical Data Model
Programming Languages
1 76 (48.72%) SQL
2 24 (15.38%) Python
3 18 (11.54%) R
4 7 (4.49%) C#
5 6 (3.85%) Java
5 6 (3.85%) T-SQL
5 6 (3.85%) VBA
6 5 (3.21%) PL/SQL
7 2 (1.28%) JavaScript
7 2 (1.28%) PowerShell
8 1 (0.64%) C
8 1 (0.64%) VB.NET
Qualifications
1 42 (26.92%) Degree
2 15 (9.62%) Security Cleared
3 9 (5.77%) SC Cleared
4 3 (1.92%) PRINCE2 Certification
5 2 (1.28%) A+ Certification
5 2 (1.28%) CompTIA Security+
5 2 (1.28%) ISEB
5 2 (1.28%) ISTQB
5 2 (1.28%) Microsoft Certification
5 2 (1.28%) Network+ Certification
5 2 (1.28%) Security+ Certification
6 1 (0.64%) ACCA
6 1 (0.64%) CIMA
6 1 (0.64%) CISA
6 1 (0.64%) CISM
6 1 (0.64%) CISSP
6 1 (0.64%) GSEC
6 1 (0.64%) ISSMP
Quality Assurance & Compliance
1 14 (8.97%) QA
2 6 (3.85%) SLA
3 1 (0.64%) ISO/IEC 27001
System Software
1 3 (1.92%) Active Directory
2 2 (1.28%) VMware ESX
Systems Management
1 10 (6.41%) EnCase
2 2 (1.28%) Backup Exec
Vendors
1 37 (23.72%) Oracle
2 21 (13.46%) JD Edwards
3 20 (12.82%) Hyperion
4 18 (11.54%) Microsoft
5 16 (10.26%) Cognos
6 15 (9.62%) Splunk
7 14 (8.97%) SAP
7 14 (8.97%) Tableau
8 10 (6.41%) Cisco
8 10 (6.41%) Fortinet
8 10 (6.41%) Trend Micro
9 6 (3.85%) Ab Initio
9 6 (3.85%) ESRI
9 6 (3.85%) Teradata
10 5 (3.21%) Siebel
11 3 (1.92%) Citrix
11 3 (1.92%) PeopleSoft
11 3 (1.92%) Planview
12 2 (1.28%) Altiris
12 2 (1.28%) VMware
Slough, Berkshire
Connected IT
Salary: £30000 - £35000 per annum + bens
Posted: 3 days ago
Slough, Berkshire
McGregor Boyall
Salary: £24000.00 per annum + pkg
Posted: 4 days ago
Maidenhead
Capita plc
Posted: 10 days ago