Period
to 16 July 2019

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Berkshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 16 July 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Berkshire
6 months to
16 Jul 2019
Same period 2018 Same period 2017
Rank 23 20 28
Rank change year-on-year -3 +8 -1
Permanent jobs citing Analytical Skills 518 575 468
As % of all permanent IT jobs advertised in Berkshire 8.84% 8.46% 7.02%
As % of the Miscellaneous category 23.34% 22.27% 19.28%
Number of salaries quoted 415 452 355
Berkshire median annual salary £50,000 £50,000 £45,000
Median salary % change year-on-year - +11.11% -4.76%
10th Percentile £30,500 £29,750 £26,350
90th Percentile £70,750 £65,000 £67,500
South East median annual salary £46,000 £45,000 £42,500
% change year-on-year +2.22% +5.88% -

Analytical Skills is in the Generic IT Skills 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 generic IT skills.

All Generic IT Skills
Berkshire
Permanent vacancies with a requirement for generic IT skills 2,219 2,582 2,428
As % of all permanent IT jobs advertised in Berkshire 37.88% 37.97% 36.42%
Number of salaries quoted 1,710 2,046 1,841
Berkshire median annual salary £52,500 £52,500 £50,000
Median salary % change year-on-year - +5.00% -
10th Percentile £30,000 £29,750 £28,000
90th Percentile £76,250 £72,500 £72,500
South East median annual salary £50,000 £47,500 £45,000
% change year-on-year +5.26% +5.56% -

Analytical Skills
Job Vacancy Trend in Berkshire

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Berkshire.

Job vacancy trend for Analytical Skills in Berkshire

Analytical Skills
Salary Trend in Berkshire

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

Salary trend for Analytical Skills in Berkshire

Analytical Skills
Salary Histogram in Berkshire

The salary distribution of IT jobs citing Analytical Skills in Berkshire over the 6 months to 16 July 2019.

Salary histogram for Analytical Skills in Berkshire

Analytical Skills
Job Locations in Berkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Berkshire region over the 6 months to 16 July 2019. 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 -10 181 £45,000 - 30
Slough +9 84 £62,500 +19.05% 8
Maidenhead -4 64 £45,000 -10.00% 3
Bracknell +18 54 £46,250 -11.90% 7
Newbury +3 30 £49,000 -14.78% 7
Wokingham +17 19 £35,000 -14.63% 6
Ascot +16 8 £40,000 +33.33% 2
Windsor +15 8 £55,000 - 1
Analytical Skills
South East

For the 6 months to 16 July 2019, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the Berkshire region with a requirement for Analytical Skills.

1 237 (45.75%) Problem-Solving
2 156 (30.12%) Agile Software Development
3 135 (26.06%) SQL
4 99 (19.11%) Finance
5 98 (18.92%) Degree
6 81 (15.64%) Microsoft
7 78 (15.06%) SQL Server
8 73 (14.09%) ITIL
9 71 (13.71%) Self-Motivation
10 69 (13.32%) Change Management
11 66 (12.74%) Analytics
12 64 (12.36%) Project Management
13 61 (11.78%) C#
13 61 (11.78%) Business Intelligence
14 60 (11.58%) Java
14 60 (11.58%) .NET
15 58 (11.20%) Scrum
16 57 (11.00%) Oracle
16 57 (11.00%) Microsoft Excel
17 55 (10.62%) JavaScript
18 54 (10.42%) HTML
19 53 (10.23%) Marketing
19 53 (10.23%) Retail
20 51 (9.85%) CSS
21 48 (9.27%) Business Analysis
21 48 (9.27%) Waterfall
21 48 (9.27%) SDLC
22 47 (9.07%) Git (software)
23 45 (8.69%) Web Services
24 42 (8.11%) QA

Analytical Skills
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 14 (2.70%) SharePoint
2 13 (2.51%) IIS
3 9 (1.74%) Apache
4 8 (1.54%) Apache Spark
4 8 (1.54%) CICS
5 7 (1.35%) Mendix
6 6 (1.16%) Skype for Business
7 5 (0.97%) Elasticsearch
7 5 (0.97%) WebLogic
8 4 (0.77%) Anypoint
9 3 (0.58%) Documentum
9 3 (0.58%) LiveLink
9 3 (0.58%) nginx
10 2 (0.39%) Confluence
10 2 (0.39%) Oracle Service Bus
10 2 (0.39%) Oracle SOA Suite
10 2 (0.39%) WebLogic Portal
10 2 (0.39%) WebSphere
11 1 (0.19%) Mule
11 1 (0.19%) Oracle Coherence
Applications
1 57 (11.00%) Microsoft Excel
2 29 (5.60%) Microsoft Office
3 21 (4.05%) Spreadsheet
4 18 (3.47%) Microsoft PowerPoint
5 16 (3.09%) MS Visio
6 6 (1.16%) SPSS
7 5 (0.97%) Chatbot
7 5 (0.97%) SPSS Modeler
8 4 (0.77%) Microsoft Project
9 1 (0.19%) Photoshop
Business Applications
1 7 (1.35%) JDE EnterpriseOne
2 6 (1.16%) Dynamics AX
2 6 (1.16%) NetSuite
3 4 (0.77%) JDE OneWorld
4 2 (0.39%) Dynamics CRM
4 2 (0.39%) Dynamics NAV
5 1 (0.19%) OPENHousing
5 1 (0.19%) Oracle BPM
5 1 (0.19%) Oracle Retail
5 1 (0.19%) Sage X3
5 1 (0.19%) SAP MDG
5 1 (0.19%) SAP MDM
Cloud Services
1 40 (7.72%) Microsoft Azure
2 24 (4.63%) Power Platform
3 23 (4.44%) Amazon AWS
4 14 (2.70%) Office 365
4 14 (2.70%) PaaS
5 10 (1.93%) SaaS
6 9 (1.74%) IaaS
7 8 (1.54%) Dynamics 365
8 3 (0.58%) OneDrive
8 3 (0.58%) PowerApps
9 2 (0.39%) Google Analytics
10 1 (0.19%) Akamai
10 1 (0.19%) Cloud Computing
10 1 (0.19%) GitHub
10 1 (0.19%) Google Cloud Platform
10 1 (0.19%) IBM Cloud
10 1 (0.19%) OpenShift
Communications & Networking
1 25 (4.83%) Firewall
2 20 (3.86%) TCP/IP
3 12 (2.32%) HTTP
4 9 (1.74%) Network Security
5 8 (1.54%) WAN
6 7 (1.35%) Internet
6 7 (1.35%) Intrusion Detection
6 7 (1.35%) LAN
7 5 (0.97%) DHCP
7 5 (0.97%) VPN
8 4 (0.77%) DSL
8 4 (0.77%) SMTP
8 4 (0.77%) VoIP
9 3 (0.58%) GPRS
9 3 (0.58%) GSM
9 3 (0.58%) Skype
9 3 (0.58%) UMTS
9 3 (0.58%) Wireshark
10 2 (0.39%) Cisco Firepower
10 2 (0.39%) WebEx
Database & Business Intelligence
1 78 (15.06%) SQL Server
2 25 (4.83%) Data Warehouse
3 24 (4.63%) Power BI
4 22 (4.25%) Relational Database
5 19 (3.67%) DB2
6 17 (3.28%) MongoDB
7 15 (2.90%) Big Data
8 14 (2.70%) Qlik Sense
9 12 (2.32%) Oracle Reports
10 11 (2.12%) Hadoop
10 11 (2.12%) Oracle Database
10 11 (2.12%) QlikView
11 10 (1.93%) SQL Server Analysis Services
12 8 (1.54%) RDBMS
12 8 (1.54%) SQL Server Integration Services
13 6 (1.16%) BusinessObjects
13 6 (1.16%) NoSQL
13 6 (1.16%) SQL Server Reporting Services
14 5 (0.97%) SAP BW
15 4 (0.77%) SQLPlus
Development Applications
1 47 (9.07%) Git (software)
2 27 (5.21%) JIRA
3 20 (3.86%) Jenkins
4 14 (2.70%) Team Foundation Server
5 13 (2.51%) Appium
5 13 (2.51%) Cucumber
5 13 (2.51%) Hudson
5 13 (2.51%) Maven
5 13 (2.51%) Selenium
5 13 (2.51%) WebDriver
6 12 (2.32%) JUnit
7 8 (1.54%) Visual Studio
8 7 (1.35%) Oracle APEX
9 4 (0.77%) Subversion
10 2 (0.39%) Atlassian Bamboo
10 2 (0.39%) Toad
10 2 (0.39%) Visual Studio Team System
11 1 (0.19%) PyCharm
11 1 (0.19%) Robot Framework
11 1 (0.19%) Sahi
General
1 99 (19.11%) Finance
2 53 (10.23%) Marketing
2 53 (10.23%) Retail
3 21 (4.05%) Telecoms
4 15 (2.90%) Manufacturing
5 11 (2.12%) Games
6 7 (1.35%) Legal
7 6 (1.16%) Pharmaceutical
8 4 (0.77%) Electronics
8 4 (0.77%) Law
8 4 (0.77%) Military
8 4 (0.77%) Publishing
9 3 (0.58%) Billing
10 2 (0.39%) Arabic Language
10 2 (0.39%) Banking
10 2 (0.39%) Brand Awareness
10 2 (0.39%) German Language
10 2 (0.39%) Local Government
11 1 (0.19%) Automotive
11 1 (0.19%) French Language
Job Titles
1 194 (37.45%) Analyst
2 134 (25.87%) Developer
3 69 (13.32%) Business Analyst
4 28 (5.41%) IT Analyst
5 27 (5.21%) .NET Developer
5 27 (5.21%) Support Analyst
6 26 (5.02%) Senior Analyst
6 26 (5.02%) Senior Developer
7 25 (4.83%) Security Analyst
8 23 (4.44%) Data Analyst
8 23 (4.44%) Project Manager
8 23 (4.44%) Systems Analyst
9 21 (4.05%) Architect
10 18 (3.47%) Account Manager
10 18 (3.47%) Technical Manager
11 17 (3.28%) Technical Account Manager
11 17 (3.28%) Technical Analyst
12 16 (3.09%) Junior
13 15 (2.90%) C# Developer
13 15 (2.90%) Senior .NET Developer
Libraries, Frameworks & Software Standards
1 60 (11.58%) .NET
2 54 (10.42%) HTML
3 51 (9.85%) CSS
4 45 (8.69%) Web Services
5 40 (7.72%) ASP.NET
6 37 (7.14%) XML
7 34 (6.56%) ASP.NET MVC
8 32 (6.18%) .NET Framework
9 26 (5.02%) jQuery
10 22 (4.25%) WCF
11 20 (3.86%) Vue.js
12 19 (3.67%) XSLT
13 18 (3.47%) Node.js
14 16 (3.09%) AngularJS
15 15 (2.90%) REST
15 15 (2.90%) XML Schema
16 14 (2.70%) RESTful
17 12 (2.32%) Gherkin
17 12 (2.32%) Sass
17 12 (2.32%) XSD
Miscellaneous
1 71 (13.71%) Self-Motivation
2 28 (5.41%) Management Information System
3 20 (3.86%) User Experience
4 18 (3.47%) EFT
5 12 (2.32%) Algorithms
6 11 (2.12%) Enterprise Software
6 11 (2.12%) EPoS
6 11 (2.12%) PKI
7 10 (1.93%) Analytical Mindset
8 8 (1.54%) Data Structures
8 8 (1.54%) FMCG
8 8 (1.54%) Greenfield Project
8 8 (1.54%) Mainframe
9 6 (1.16%) Mobile App
10 5 (0.97%) Augmented Reality
10 5 (0.97%) Data Centre
10 5 (0.97%) iPad
10 5 (0.97%) PMI
11 4 (0.77%) Public Cloud
11 4 (0.77%) Security Operations Centre
Operating Systems
1 35 (6.76%) Windows
2 28 (5.41%) Linux
3 16 (3.09%) Unix
4 12 (2.32%) AIX
5 8 (1.54%) MVS
5 8 (1.54%) Windows Server 2008
6 7 (1.35%) Windows 7
6 7 (1.35%) Windows Server
7 6 (1.16%) Windows Server 2012
8 5 (0.97%) Android
8 5 (0.97%) Windows 10
9 2 (0.39%) Apple iOS
9 2 (0.39%) Debian
9 2 (0.39%) HPUX
9 2 (0.39%) Solaris
9 2 (0.39%) Ubuntu
9 2 (0.39%) Windows Server 2003
9 2 (0.39%) Windows XP
Processes & Methodologies
1 237 (45.75%) Problem-Solving
2 156 (30.12%) Agile Software Development
3 73 (14.09%) ITIL
4 69 (13.32%) Change Management
5 66 (12.74%) Analytics
6 64 (12.36%) Project Management
7 61 (11.78%) Business Intelligence
8 58 (11.20%) Scrum
9 48 (9.27%) Business Analysis
9 48 (9.27%) SDLC
9 48 (9.27%) Waterfall
10 40 (7.72%) BDD
11 39 (7.53%) Information Security
12 37 (7.14%) MVC
13 36 (6.95%) Analytical Thinking
13 36 (6.95%) Data Modelling
13 36 (6.95%) Use Case
14 35 (6.76%) Decision-Making
15 34 (6.56%) Mathematics
15 34 (6.56%) SIEM
Programming Languages
1 135 (26.06%) SQL
2 61 (11.78%) C#
3 60 (11.58%) Java
4 55 (10.62%) JavaScript
5 38 (7.34%) Python
6 16 (3.09%) PowerShell
6 16 (3.09%) XPath
7 15 (2.90%) C
8 14 (2.70%) R
9 13 (2.51%) T-SQL
10 11 (2.12%) TypeScript
11 9 (1.74%) PHP
12 8 (1.54%) C++
12 8 (1.54%) COBOL
12 8 (1.54%) JCL
12 8 (1.54%) PL/SQL
13 6 (1.16%) VB
14 5 (0.97%) Bash Shell
14 5 (0.97%) Data Analysis Expressions (DAX)
14 5 (0.97%) VB.NET
Qualifications
1 98 (18.92%) Degree
2 30 (5.79%) Security Cleared
3 23 (4.44%) SC Cleared
4 15 (2.90%) Computer Science Degree
5 9 (1.74%) Numerate Degree
6 8 (1.54%) ISEB
7 7 (1.35%) ACCA
7 7 (1.35%) CIMA
7 7 (1.35%) CISSP
8 6 (1.16%) A+ Certification
8 6 (1.16%) Master's Degree
8 6 (1.16%) PMI Certification
9 5 (0.97%) PhD
9 5 (0.97%) PRINCE2 Practitioner
10 4 (0.77%) ISEB Practitioner
11 3 (0.58%) Cisco Certification
12 2 (0.39%) CCIE
12 2 (0.39%) CCNP
12 2 (0.39%) HND
12 2 (0.39%) JNCIP
Quality Assurance & Compliance
1 42 (8.11%) QA
2 16 (3.09%) ISO/IEC 27001
3 14 (2.70%) Data Quality
3 14 (2.70%) SLA
4 13 (2.51%) GDPR
5 11 (2.12%) COBIT
6 6 (1.16%) PMO
7 5 (0.97%) ISO 9001
8 3 (0.58%) PCI DSS
8 3 (0.58%) Sarbanes-Oxley
9 2 (0.39%) 21 CFR Part 11
9 2 (0.39%) GAMP
9 2 (0.39%) GxP
9 2 (0.39%) HL7
10 1 (0.19%) GAAP
10 1 (0.19%) IFRS
10 1 (0.19%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
System Software
1 13 (2.51%) Active Directory
2 8 (1.54%) VMware Infrastructure
3 5 (0.97%) Apache Flume
3 5 (0.97%) Docker
4 3 (0.58%) Virtual Machines
5 2 (0.39%) Firmware
5 2 (0.39%) HDFS
5 2 (0.39%) Terminal Server
5 2 (0.39%) vSphere
5 2 (0.39%) XenApp
6 1 (0.19%) Ceph
6 1 (0.19%) Hyper-V
6 1 (0.19%) vCloud
Systems Management
1 12 (2.32%) HP ALM
1 12 (2.32%) SCCM
2 5 (0.97%) Ansible
3 4 (0.77%) Nagios
3 4 (0.77%) SCOM
4 3 (0.58%) Chukwa
4 3 (0.58%) Hadoop YARN
5 2 (0.39%) BladeLogic
5 2 (0.39%) Check_MK
5 2 (0.39%) Cisco Prime
5 2 (0.39%) Kubernetes
5 2 (0.39%) Puppet
5 2 (0.39%) Rsyslog
5 2 (0.39%) SCOrch
5 2 (0.39%) Single Sign-On
5 2 (0.39%) Tivoli
5 2 (0.39%) Xymon
6 1 (0.19%) HP Data Protector
6 1 (0.19%) Microsoft Intune
6 1 (0.19%) WSUS
Vendors
1 81 (15.64%) Microsoft
2 57 (11.00%) Oracle
3 23 (4.44%) Salesforce.com
3 23 (4.44%) SAP
4 14 (2.70%) Qualys
5 13 (2.51%) ServiceNow
5 13 (2.51%) Tableau
6 10 (1.93%) McAfee
6 10 (1.93%) Splunk
6 10 (1.93%) Trend Micro
7 9 (1.74%) JD Edwards
8 8 (1.54%) Cisco
8 8 (1.54%) VMware
9 7 (1.35%) HP
9 7 (1.35%) Informatica
9 7 (1.35%) MuleSoft
10 6 (1.16%) Atlassian
11 5 (0.97%) Citrix
12 4 (0.77%) Cloudera
13 3 (0.58%) SolarWinds