Period
to 24 May 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Milton Keynes. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 24 May 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Buckinghamshire > Milton Keynes
6 months to
24 May 2018
Same period 2017 Same period 2016
Rank 26 40 15
Rank change year-on-year +14 -25 +2
Permanent jobs citing Analytical Skills 131 108 271
As % of all permanent IT jobs advertised in Milton Keynes 8.32% 6.40% 13.97%
As % of the Miscellaneous category 27.23% 15.67% 30.52%
Number of salaries quoted 108 89 227
Milton Keynes median annual salary £44,500 £42,500 £40,000
Median salary % change year-on-year +4.71% +6.25% +2.56%
10th Percentile £24,687 £22,100 £22,000
90th Percentile £61,250 £65,000 £67,500
Buckinghamshire median annual salary £40,000 £40,000 £40,000

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 Milton Keynes with a requirement for generic IT skills.

All Generic IT Skills
Milton Keynes
Permanent vacancies with a requirement for generic IT skills 481 689 888
As % of all permanent IT jobs advertised in Milton Keynes 30.56% 40.84% 45.77%
Number of salaries quoted 381 567 705
Milton Keynes median annual salary £40,000 £41,500 £42,000
Median salary % change year-on-year -3.61% -1.19% +5.00%
10th Percentile £24,750 £24,000 £24,000
90th Percentile £65,000 £62,500 £62,500
Buckinghamshire median annual salary £42,500 £40,000 £42,500
% change year-on-year +6.25% -5.88% +6.25%

Analytical Skills
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Analytical Skills in Milton Keynes

Analytical Skills
Salary Trend in Milton Keynes

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

Salary trend for Analytical Skills in Milton Keynes

Analytical Skills
Salary Histogram in Milton Keynes

The salary distribution of IT jobs citing Analytical Skills in Milton Keynes over the 6 months to 24 May 2018.

Salary histogram for Analytical Skills in Milton Keynes

For the 6 months to 24 May 2018, 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 Milton Keynes region with a requirement for Analytical Skills.

1 54 (41.22%) Finance
2 47 (35.88%) SQL
3 44 (33.59%) Problem-Solving
4 36 (27.48%) Self-Motivation
5 34 (25.95%) Agile Software Development
6 28 (21.37%) HTML
7 24 (18.32%) Java
7 24 (18.32%) Degree
8 23 (17.56%) Time Management
9 22 (16.79%) Retail
10 21 (16.03%) Business Intelligence
11 20 (15.27%) Microsoft Excel
12 18 (13.74%) JIRA
12 18 (13.74%) Test Automation
13 17 (12.98%) Amazon AWS
13 17 (12.98%) Test Management
13 17 (12.98%) Automotive
13 17 (12.98%) Oracle
14 15 (11.45%) Computer Science
14 15 (11.45%) ISTQB
14 15 (11.45%) Marketing
15 14 (10.69%) JavaScript
15 14 (10.69%) XML
15 14 (10.69%) Microsoft
15 14 (10.69%) XML Messaging
16 13 (9.92%) Analytics
16 13 (9.92%) White Clarke
17 12 (9.16%) Analytical Thinking
17 12 (9.16%) Computer Science Degree
17 12 (9.16%) Customer Requirements

Analytical Skills
Co-occurring IT Skills in Milton Keynes 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 5 (3.82%) SAS
2 4 (3.05%) Apache
2 4 (3.05%) nginx
3 1 (0.76%) Apache Spark
3 1 (0.76%) Cloud Foundry
3 1 (0.76%) Confluence
3 1 (0.76%) Exchange Server 2007
3 1 (0.76%) MS Exchange
3 1 (0.76%) Site Server
3 1 (0.76%) WebSphere
Applications
1 20 (15.27%) Microsoft Excel
2 7 (5.34%) Microsoft Office
3 5 (3.82%) Spreadsheet
4 3 (2.29%) Microsoft PowerPoint
5 1 (0.76%) Microsoft Project
5 1 (0.76%) MS Visio
Business Applications
1 4 (3.05%) HFM
2 2 (1.53%) Hyperion Planning
2 2 (1.53%) Lawson
2 2 (1.53%) Salesforce.com CRM
2 2 (1.53%) SAP S/4HANA
Cloud Services
1 17 (12.98%) Amazon AWS
2 8 (6.11%) Microsoft Azure
3 4 (3.05%) Amazon EC2
3 4 (3.05%) SaaS
4 3 (2.29%) Amazon S3
4 3 (2.29%) GitHub
5 1 (0.76%) Amazon SQS
5 1 (0.76%) AWS CloudFormation
5 1 (0.76%) AWS Elastic Beanstalk
5 1 (0.76%) Cloud Computing
5 1 (0.76%) Office 365
5 1 (0.76%) OpenShift
Communications & Networking
1 8 (6.11%) VPN
2 6 (4.58%) Firewall
3 4 (3.05%) Internet
4 2 (1.53%) DNS
4 2 (1.53%) HTTP
4 2 (1.53%) HTTPS
4 2 (1.53%) Intrusion Detection
4 2 (1.53%) IPsec
4 2 (1.53%) NetScaler
4 2 (1.53%) PuTTY
4 2 (1.53%) SMS
4 2 (1.53%) SSL
4 2 (1.53%) TCP/IP
4 2 (1.53%) VLAN
4 2 (1.53%) VoIP
4 2 (1.53%) Wireshark
5 1 (0.76%) DHCP
5 1 (0.76%) Intranet
5 1 (0.76%) WAN
5 1 (0.76%) WLAN
Database & Business Intelligence
1 9 (6.87%) MySQL
1 9 (6.87%) SQL Server
2 8 (6.11%) Power BI
3 7 (5.34%) Big Data
4 6 (4.58%) Data Warehouse
4 6 (4.58%) Essbase
5 5 (3.82%) Blockchain
5 5 (3.82%) Oracle Database
6 4 (3.05%) Hadoop
6 4 (3.05%) Oracle Smart View
6 4 (3.05%) Pentaho
7 2 (1.53%) BusinessObjects
7 2 (1.53%) OLAP
7 2 (1.53%) OLTP
7 2 (1.53%) Oracle ODI
7 2 (1.53%) QlikView
7 2 (1.53%) SAP Data Services
7 2 (1.53%) SAP HANA
7 2 (1.53%) SQL Server Integration Services
8 1 (0.76%) IDOL
Development Applications
1 18 (13.74%) JIRA
2 12 (9.16%) Jenkins
3 9 (6.87%) Git (software)
4 7 (5.34%) SoapUI
5 6 (4.58%) Selenium
6 4 (3.05%) Cucumber
6 4 (3.05%) Maven
6 4 (3.05%) Protractor
6 4 (3.05%) Subversion
6 4 (3.05%) WebDriver
7 3 (2.29%) Bitbucket
7 3 (2.29%) Vagrant
8 1 (0.76%) GitLab
8 1 (0.76%) HP UFT
8 1 (0.76%) LoadRunner
8 1 (0.76%) Team Foundation Server
8 1 (0.76%) Visual Studio
8 1 (0.76%) VSS/SourceSafe
General
1 54 (41.22%) Finance
2 22 (16.79%) Retail
3 17 (12.98%) Automotive
4 15 (11.45%) Marketing
5 9 (6.87%) Banking
6 6 (4.58%) Publishing
7 3 (2.29%) Legal
8 2 (1.53%) Dutch Language
8 2 (1.53%) Financial Institution
8 2 (1.53%) French Language
8 2 (1.53%) General Ledger
8 2 (1.53%) German Language
8 2 (1.53%) Italian Language
8 2 (1.53%) Law
8 2 (1.53%) Telecoms
9 1 (0.76%) Retail Banking
Job Titles
1 56 (42.75%) Analyst
2 26 (19.85%) Developer
3 19 (14.50%) Business Analyst
4 10 (7.63%) Technical Analyst
4 10 (7.63%) Technical Business Analyst
5 8 (6.11%) Data Analyst
5 8 (6.11%) PHP Developer
5 8 (6.11%) Risk Analyst
5 8 (6.11%) Risk Management Analyst
5 8 (6.11%) Senior Developer
5 8 (6.11%) Software Developer
6 7 (5.34%) Test Manager
6 7 (5.34%) Testing Manager
7 6 (4.58%) Architect
7 6 (4.58%) Data Architect
7 6 (4.58%) Junior
7 6 (4.58%) SQL Analyst
8 5 (3.82%) Java Developer
8 5 (3.82%) Senior Java Developer
9 4 (3.05%) Senior Analyst
Libraries, Frameworks & Software Standards
1 28 (21.37%) HTML
2 14 (10.69%) XML
2 14 (10.69%) XML Messaging
3 9 (6.87%) AngularJS
4 8 (6.11%) Web Services
5 6 (4.58%) CSS
5 6 (4.58%) HTML5
5 6 (4.58%) Spring
6 5 (3.82%) Node.js
6 5 (3.82%) RESTful
6 5 (3.82%) Spring Boot
6 5 (3.82%) Spring Cloud
6 5 (3.82%) Swagger
7 3 (2.29%) Django
8 2 (1.53%) Behat
8 2 (1.53%) Gherkin
8 2 (1.53%) LDAP
9 1 (0.76%) .NET Framework
9 1 (0.76%) Java EE
9 1 (0.76%) JSP
Miscellaneous
1 36 (27.48%) Self-Motivation
2 15 (11.45%) Computer Science
3 5 (3.82%) Analytical Mindset
4 4 (3.05%) Greenfield Project
4 4 (3.05%) Management Information System
5 3 (2.29%) Linux Command Line
6 1 (0.76%) Blog
6 1 (0.76%) EPoS
6 1 (0.76%) FMCG
6 1 (0.76%) IBM Mainframe
6 1 (0.76%) Mainframe
6 1 (0.76%) Mobile Payment
6 1 (0.76%) Smartcard
Operating Systems
1 11 (8.40%) Linux
2 7 (5.34%) Windows
3 6 (4.58%) Unix
4 5 (3.82%) Android
4 5 (3.82%) Apple iOS
5 3 (2.29%) Debian
5 3 (2.29%) Ubuntu
5 3 (2.29%) Windows Server 2008
6 2 (1.53%) Windows 7
6 2 (1.53%) Windows Server 2012
7 1 (0.76%) Windows 10
7 1 (0.76%) Windows 8
Processes & Methodologies
1 44 (33.59%) Problem-Solving
2 34 (25.95%) Agile Software Development
3 23 (17.56%) Time Management
4 21 (16.03%) Business Intelligence
5 18 (13.74%) Test Automation
6 17 (12.98%) Test Management
7 13 (9.92%) Analytics
8 12 (9.16%) Analytical Thinking
8 12 (9.16%) Change Management
8 12 (9.16%) CRM
8 12 (9.16%) Customer Requirements
8 12 (9.16%) SDLC
9 11 (8.40%) Cybersecurity
9 11 (8.40%) Workflow
10 10 (7.63%) Business Analysis
10 10 (7.63%) Information Security
10 10 (7.63%) OO
11 9 (6.87%) Data Analysis
11 9 (6.87%) Test Strategy
11 9 (6.87%) Waterfall
Programming Languages
1 47 (35.88%) SQL
2 24 (18.32%) Java
3 14 (10.69%) JavaScript
4 12 (9.16%) PHP
5 10 (7.63%) Python
6 8 (6.11%) Delphi
7 7 (5.34%) Bash Shell
8 6 (4.58%) PowerShell
9 5 (3.82%) Java 8
9 5 (3.82%) Kotlin
9 5 (3.82%) Scala
10 4 (3.05%) Ruby
11 3 (2.29%) VBA
12 2 (1.53%) PL/SQL
13 1 (0.76%) C#
13 1 (0.76%) R
Qualifications
1 24 (18.32%) Degree
2 15 (11.45%) ISTQB
3 12 (9.16%) Computer Science Degree
4 11 (8.40%) ISTQB Advanced Certification
5 10 (7.63%) ISEB
6 3 (2.29%) ISTQB Foundation Certification
6 3 (2.29%) Security Cleared
7 2 (1.53%) ACCA
7 2 (1.53%) CCAA
7 2 (1.53%) CEH
7 2 (1.53%) CIMA
7 2 (1.53%) Cisco Certification
7 2 (1.53%) CISSP
7 2 (1.53%) Citrix Certification
7 2 (1.53%) GCIA
7 2 (1.53%) GCIH
7 2 (1.53%) GIAC
7 2 (1.53%) GSEC
7 2 (1.53%) ICAEW
7 2 (1.53%) SC Cleared
Quality Assurance & Compliance
1 10 (7.63%) Data Quality
1 10 (7.63%) SLA
2 4 (3.05%) QA
3 2 (1.53%) GDPR
4 1 (0.76%) Disclosure Scotland
4 1 (0.76%) PCI DSS
4 1 (0.76%) PMO
System Software
1 4 (3.05%) Docker
2 2 (1.53%) Microsoft App-V
2 2 (1.53%) VMware ESXi
2 2 (1.53%) vSphere
2 2 (1.53%) XenApp
2 2 (1.53%) XenDesktop
3 1 (0.76%) Active Directory
Systems Management
1 4 (3.05%) Kubernetes
1 4 (3.05%) Nagios
1 4 (3.05%) Opscode Chef
2 3 (2.29%) Docker Swarm
2 3 (2.29%) Systems Management Server (SMS)
3 2 (1.53%) EdgeSight
4 1 (0.76%) HP Quality Center
4 1 (0.76%) Terraform
Vendors
1 17 (12.98%) Oracle
2 14 (10.69%) Microsoft
3 13 (9.92%) White Clarke
4 7 (5.34%) Tableau
5 4 (3.05%) Cognizant
5 4 (3.05%) Hyperion
5 4 (3.05%) Remedy
6 3 (2.29%) Citrix
6 3 (2.29%) MicroStrategy
6 3 (2.29%) Unisys
7 2 (1.53%) Cisco
7 2 (1.53%) Salesforce Marketing Cloud
7 2 (1.53%) Salesforce.com
7 2 (1.53%) SAP
8 1 (0.76%) Alteryx
8 1 (0.76%) Cadence
8 1 (0.76%) ESRI
8 1 (0.76%) IBM
8 1 (0.76%) Planview
8 1 (0.76%) VMware