Period
to 15 August 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 15 August 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Buckinghamshire > Milton Keynes
6 months to
15 Aug 2018
Same period 2017 Same period 2016
Rank 22 41 27
Rank change year-on-year +19 -14 -9
Permanent jobs citing Analytical Skills 130 114 166
As % of all permanent IT jobs advertised in Milton Keynes 8.04% 6.71% 9.39%
As % of the Miscellaneous category 24.81% 16.40% 25.30%
Number of salaries quoted 119 84 138
Milton Keynes median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - -
10th Percentile £24,000 £27,000 £29,975
90th Percentile £60,250 £67,625 £84,125
Buckinghamshire median annual salary £40,000 £40,000 £42,250
% change year-on-year - -5.33% -0.59%

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 524 695 656
As % of all permanent IT jobs advertised in Milton Keynes 32.43% 40.91% 37.13%
Number of salaries quoted 430 533 519
Milton Keynes median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £24,000 £24,000 £26,100
90th Percentile £67,500 £65,000 £62,500
Buckinghamshire median annual salary £42,500 £42,500 £42,500

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 15 August 2018.

Salary histogram for Analytical Skills in Milton Keynes

For the 6 months to 15 August 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 62 (47.69%) Problem-Solving
2 39 (30.00%) Finance
3 38 (29.23%) SQL
4 32 (24.62%) Agile Software Development
5 31 (23.85%) Degree
6 27 (20.77%) Marketing
7 22 (16.92%) JavaScript
7 22 (16.92%) Self-Motivation
7 22 (16.92%) Amazon AWS
8 21 (16.15%) PHP
8 21 (16.15%) Computer Science
9 20 (15.38%) Microsoft Azure
10 19 (14.62%) HTML
10 19 (14.62%) Microsoft
11 18 (13.85%) Business Intelligence
11 18 (13.85%) CRM
11 18 (13.85%) MySQL
11 18 (13.85%) Computer Science Degree
12 17 (13.08%) SDLC
13 16 (12.31%) Analytical Thinking
14 15 (11.54%) Delphi
14 15 (11.54%) Technical Architecture
15 14 (10.77%) Java
15 14 (10.77%) Change Management
16 13 (10.00%) Linux
16 13 (10.00%) Microsoft Excel
16 13 (10.00%) Retail
16 13 (10.00%) Analytics
17 12 (9.23%) Oracle
17 12 (9.23%) Project Management

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 4 (3.08%) Apache
1 4 (3.08%) nginx
2 3 (2.31%) WebSphere
3 2 (1.54%) SAS
3 2 (1.54%) SharePoint
4 1 (0.77%) Apache Spark
4 1 (0.77%) Cloud Foundry
4 1 (0.77%) Confluence
Applications
1 13 (10.00%) Microsoft Excel
2 10 (7.69%) Microsoft Office
3 4 (3.08%) Spreadsheet
4 2 (1.54%) Microsoft Project
5 1 (0.77%) Microsoft PowerPoint
5 1 (0.77%) MS Visio
Business Applications
1 4 (3.08%) HFM
1 4 (3.08%) Hyperion Planning
2 2 (1.54%) Lawson
2 2 (1.54%) Salesforce.com CRM
2 2 (1.54%) SAP S/4HANA
3 1 (0.77%) Dynamics CRM
3 1 (0.77%) Oracle EBS
Cloud Services
1 22 (16.92%) Amazon AWS
2 20 (15.38%) Microsoft Azure
3 4 (3.08%) Amazon EC2
3 4 (3.08%) SaaS
4 3 (2.31%) Amazon S3
4 3 (2.31%) GitHub
5 1 (0.77%) Amazon SQS
5 1 (0.77%) AWS CloudFormation
5 1 (0.77%) AWS Elastic Beanstalk
5 1 (0.77%) Cloud Computing
5 1 (0.77%) G Suite
5 1 (0.77%) Google Cloud Platform
5 1 (0.77%) Office 365
5 1 (0.77%) OpenShift
Communications & Networking
1 6 (4.62%) Internet
2 4 (3.08%) Intrusion Detection
2 4 (3.08%) NetScaler
2 4 (3.08%) PuTTY
2 4 (3.08%) SSL
2 4 (3.08%) VoIP
2 4 (3.08%) VPN
2 4 (3.08%) Wireshark
3 3 (2.31%) ATM
4 2 (1.54%) DNS
4 2 (1.54%) Ethernet
4 2 (1.54%) LAN
4 2 (1.54%) WAN
5 1 (0.77%) Intranet
5 1 (0.77%) SMS
Database & Business Intelligence
1 18 (13.85%) MySQL
2 8 (6.15%) Essbase
3 7 (5.38%) Big Data
4 6 (4.62%) Data Warehouse
4 6 (4.62%) Power BI
5 5 (3.85%) NoSQL
6 4 (3.08%) Oracle ODI
6 4 (3.08%) Oracle Smart View
6 4 (3.08%) Pentaho
6 4 (3.08%) Redis
6 4 (3.08%) SQL Server
7 3 (2.31%) Hadoop
8 2 (1.54%) BusinessObjects
8 2 (1.54%) OLAP
8 2 (1.54%) OLTP
8 2 (1.54%) QlikView
8 2 (1.54%) Relational Database
8 2 (1.54%) SAP Data Services
8 2 (1.54%) SAP HANA
8 2 (1.54%) SQL Server Integration Services
Development Applications
1 9 (6.92%) JIRA
2 5 (3.85%) Zephyr
3 4 (3.08%) Jenkins
3 4 (3.08%) Selenium
4 3 (2.31%) Bitbucket
4 3 (2.31%) Vagrant
5 1 (0.77%) ClearCase
5 1 (0.77%) ClearQuest
5 1 (0.77%) Eclipse
5 1 (0.77%) Git (software)
5 1 (0.77%) GitLab
5 1 (0.77%) HP UFT
5 1 (0.77%) LoadRunner
5 1 (0.77%) Mercurial
5 1 (0.77%) Subversion
General
1 39 (30.00%) Finance
2 27 (20.77%) Marketing
3 13 (10.00%) Retail
4 9 (6.92%) Banking
5 6 (4.62%) Publishing
6 5 (3.85%) Automotive
7 4 (3.08%) Law
8 2 (1.54%) Dutch Language
8 2 (1.54%) Financial Institution
8 2 (1.54%) French Language
8 2 (1.54%) General Ledger
8 2 (1.54%) German Language
8 2 (1.54%) Italian Language
9 1 (0.77%) Back Office
9 1 (0.77%) Electronics
9 1 (0.77%) Legal
Job Titles
1 47 (36.15%) Analyst
2 30 (23.08%) Developer
3 17 (13.08%) PHP Developer
4 16 (12.31%) Business Analyst
5 10 (7.69%) Senior Developer
6 8 (6.15%) Software Developer
7 7 (5.38%) Architect
7 7 (5.38%) Full Stack Developer
7 7 (5.38%) Senior Full Stack Developer
7 7 (5.38%) Senior PHP Developer
8 6 (4.62%) Data Architect
8 6 (4.62%) Support Analyst
8 6 (4.62%) Test Analyst
9 5 (3.85%) Applications Support
9 5 (3.85%) Data Analyst
9 5 (3.85%) Software Analyst
9 5 (3.85%) Software Test Analyst
10 4 (3.08%) Business Intelligence Developer
10 4 (3.08%) Cloud Engineer
10 4 (3.08%) Security Engineer
Libraries, Frameworks & Software Standards
1 19 (14.62%) HTML
2 7 (5.38%) LAMP
3 5 (3.85%) Web Services
4 4 (3.08%) ActiveMQ
4 4 (3.08%) LDAP
4 4 (3.08%) RabbitMQ
5 3 (2.31%) .NET
5 3 (2.31%) Django
5 3 (2.31%) Java EE
5 3 (2.31%) JSP
6 2 (1.54%) Behat
6 2 (1.54%) CSS
6 2 (1.54%) Gherkin
6 2 (1.54%) jQuery
6 2 (1.54%) Spring
7 1 (0.77%) AngularJS
7 1 (0.77%) Doctrine
7 1 (0.77%) Spring Boot
7 1 (0.77%) Swagger
7 1 (0.77%) Twitter Bootstrap
Miscellaneous
1 22 (16.92%) Self-Motivation
2 21 (16.15%) Computer Science
3 5 (3.85%) Analytical Mindset
4 4 (3.08%) Greenfield Project
5 2 (1.54%) Data Centre
5 2 (1.54%) Driving Licence
5 2 (1.54%) Enterprise Software
5 2 (1.54%) Fat Client
5 2 (1.54%) FMCG
5 2 (1.54%) IVR
5 2 (1.54%) Linux Command Line
5 2 (1.54%) Management Information System
5 2 (1.54%) PMI
5 2 (1.54%) Thin Client
6 1 (0.77%) iPhone
6 1 (0.77%) Mainframe
6 1 (0.77%) Mobile App
6 1 (0.77%) Mobile Payment
6 1 (0.77%) Smartcard
6 1 (0.77%) User Experience
Operating Systems
1 13 (10.00%) Linux
2 7 (5.38%) Windows
3 6 (4.62%) Windows Server 2012
4 5 (3.85%) Unix
5 4 (3.08%) Windows Server 2008
6 3 (2.31%) Debian
6 3 (2.31%) Ubuntu
7 2 (1.54%) Windows 10
7 2 (1.54%) Windows 7
7 2 (1.54%) Windows Server
8 1 (0.77%) Android
8 1 (0.77%) Apple iOS
Processes & Methodologies
1 62 (47.69%) Problem-Solving
2 32 (24.62%) Agile Software Development
3 18 (13.85%) Business Intelligence
3 18 (13.85%) CRM
4 17 (13.08%) SDLC
5 16 (12.31%) Analytical Thinking
6 15 (11.54%) Technical Architecture
7 14 (10.77%) Change Management
8 13 (10.00%) Analytics
9 12 (9.23%) Project Management
10 11 (8.46%) User Stories
11 10 (7.69%) Business Analysis
11 10 (7.69%) ITIL
11 10 (7.69%) UML
12 9 (6.92%) Data Analysis
12 9 (6.92%) Stakeholder Management
12 9 (6.92%) Use Case
13 8 (6.15%) Scenario Testing
13 8 (6.15%) Test Management
14 7 (5.38%) Manual Testing
Programming Languages
1 38 (29.23%) SQL
2 22 (16.92%) JavaScript
3 21 (16.15%) PHP
4 15 (11.54%) Delphi
5 14 (10.77%) Java
6 6 (4.62%) Python
7 4 (3.08%) PowerShell
7 4 (3.08%) Ruby
8 3 (2.31%) Bash Shell
9 2 (1.54%) LINC
9 2 (1.54%) PL/SQL
9 2 (1.54%) VBA
10 1 (0.77%) C
10 1 (0.77%) C++
10 1 (0.77%) Java 8
10 1 (0.77%) Kotlin
10 1 (0.77%) R
10 1 (0.77%) Scala
Qualifications
1 31 (23.85%) Degree
2 18 (13.85%) Computer Science Degree
3 8 (6.15%) ISEB
4 4 (3.08%) CCAA
4 4 (3.08%) Citrix Certification
5 2 (1.54%) ACCA
5 2 (1.54%) CCNA
5 2 (1.54%) CIMA
5 2 (1.54%) Cisco Certification
5 2 (1.54%) ICAEW
5 2 (1.54%) ISTQB
5 2 (1.54%) PMI Certification
5 2 (1.54%) SC Cleared
5 2 (1.54%) Security Cleared
6 1 (0.77%) ITIL Foundation Certificate
6 1 (0.77%) Master's Degree
6 1 (0.77%) Microsoft Certification
6 1 (0.77%) OCP
6 1 (0.77%) Oracle Certification
6 1 (0.77%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 5 (3.85%) SLA
2 4 (3.08%) Data Quality
3 2 (1.54%) GDPR
3 2 (1.54%) PMO
3 2 (1.54%) QA
4 1 (0.77%) GCP
System Software
1 4 (3.08%) Docker
1 4 (3.08%) Microsoft App-V
1 4 (3.08%) VMware ESXi
1 4 (3.08%) vSphere
1 4 (3.08%) XenApp
1 4 (3.08%) XenDesktop
2 2 (1.54%) Active Directory
2 2 (1.54%) Hyper-V
2 2 (1.54%) Terminal Services
Systems Management
1 4 (3.08%) EdgeSight
1 4 (3.08%) Kubernetes
1 4 (3.08%) Nessus
1 4 (3.08%) Opscode Chef
2 3 (2.31%) Docker Swarm
3 2 (1.54%) HP Quality Center
4 1 (0.77%) Terraform
Vendors
1 19 (14.62%) Microsoft
2 12 (9.23%) Oracle
3 6 (4.62%) Cognizant
3 6 (4.62%) Hyperion
3 6 (4.62%) Unisys
4 5 (3.85%) Citrix
4 5 (3.85%) Remedy
5 4 (3.08%) Tableau
6 3 (2.31%) SAP
7 2 (1.54%) Avaya
7 2 (1.54%) Cisco
7 2 (1.54%) F5
7 2 (1.54%) Planview
7 2 (1.54%) Salesforce Marketing Cloud
7 2 (1.54%) Salesforce.com
8 1 (0.77%) Cadence
8 1 (0.77%) Google
8 1 (0.77%) IBM
8 1 (0.77%) PeopleSoft
8 1 (0.77%) VMware