Period
to 22 October 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 22 October 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
Buckinghamshire > Milton Keynes
6 months to
22 Oct 2018
Same period 2017 Same period 2016
Rank 26 34 48
Rank change year-on-year +8 +14 -33
Permanent jobs citing Analytical Skills 114 125 97
As % of all permanent IT jobs advertised in Milton Keynes 7.80% 7.49% 5.95%
As % of the Miscellaneous category 22.27% 17.10% 18.13%
Number of salaries quoted 103 85 102
Milton Keynes median annual salary £43,000 £43,500 £40,000
Median salary % change year-on-year -1.15% +8.75% -5.88%
10th Percentile £26,000 £28,700 £28,000
90th Percentile £59,500 £61,250 £83,750
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 512 731 535
As % of all permanent IT jobs advertised in Milton Keynes 35.02% 43.82% 32.82%
Number of salaries quoted 413 530 468
Milton Keynes median annual salary £42,500 £42,500 £40,000
Median salary % change year-on-year - +6.25% -
10th Percentile £24,750 £22,500 £25,000
90th Percentile £67,500 £65,000 £57,500
Buckinghamshire median annual salary £45,000 £42,500 £40,875
% change year-on-year +5.88% +3.98% +2.19%

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 22 October 2018.

Salary histogram for Analytical Skills in Milton Keynes

For the 6 months to 22 October 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 64 (56.14%) Problem-Solving
2 33 (28.95%) SQL
3 29 (25.44%) Finance
4 28 (24.56%) Agile Software Development
4 28 (24.56%) Marketing
5 23 (20.18%) HTML
5 23 (20.18%) JavaScript
5 23 (20.18%) Degree
6 20 (17.54%) PHP
6 20 (17.54%) Microsoft
7 18 (15.79%) CRM
7 18 (15.79%) Microsoft Azure
8 17 (14.91%) SDLC
8 17 (14.91%) MySQL
9 16 (14.04%) Computer Science
9 16 (14.04%) Amazon AWS
10 14 (12.28%) Project Management
10 14 (12.28%) Self-Motivation
11 13 (11.40%) Computer Science Degree
11 13 (11.40%) Change Management
11 13 (11.40%) Delphi
11 13 (11.40%) Linux
11 13 (11.40%) Microsoft Excel
11 13 (11.40%) Business Intelligence
11 13 (11.40%) Business Analysis
11 13 (11.40%) Technical Architecture
12 12 (10.53%) Java
13 11 (9.65%) Microsoft Office
13 11 (9.65%) Retail
13 11 (9.65%) User Stories

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 (4.39%) Apache
2 4 (3.51%) nginx
3 3 (2.63%) WebSphere
4 2 (1.75%) Apache Spark
4 2 (1.75%) Confluence
4 2 (1.75%) SAS
4 2 (1.75%) SharePoint
5 1 (0.88%) Cloud Foundry
Applications
1 13 (11.40%) Microsoft Excel
2 11 (9.65%) Microsoft Office
3 4 (3.51%) Microsoft Project
3 4 (3.51%) Spreadsheet
4 1 (0.88%) Microsoft PowerPoint
Business Applications
1 4 (3.51%) Hyperion Planning
2 2 (1.75%) HFM
2 2 (1.75%) Salesforce.com CRM
3 1 (0.88%) Dynamics CRM
3 1 (0.88%) Oracle EBS
Cloud Services
1 18 (15.79%) Microsoft Azure
2 16 (14.04%) Amazon AWS
3 4 (3.51%) SaaS
4 3 (2.63%) Adobe Analytics
4 3 (2.63%) Google Analytics
5 1 (0.88%) Amazon EC2
5 1 (0.88%) Amazon SQS
5 1 (0.88%) AWS CloudFormation
5 1 (0.88%) AWS Elastic Beanstalk
5 1 (0.88%) Cloud Computing
5 1 (0.88%) G Suite
5 1 (0.88%) Google Cloud Platform
5 1 (0.88%) Office 365
5 1 (0.88%) OpenShift
Communications & Networking
1 5 (4.39%) Internet
2 4 (3.51%) Intrusion Detection
2 4 (3.51%) NetScaler
2 4 (3.51%) PuTTY
2 4 (3.51%) SSL
2 4 (3.51%) VoIP
2 4 (3.51%) VPN
2 4 (3.51%) Wireshark
3 3 (2.63%) ATM
4 2 (1.75%) DNS
4 2 (1.75%) Ethernet
4 2 (1.75%) LAN
4 2 (1.75%) WAN
5 1 (0.88%) SMS
Database & Business Intelligence
1 17 (14.91%) MySQL
2 7 (6.14%) Power BI
3 6 (5.26%) Essbase
4 5 (4.39%) NoSQL
4 5 (4.39%) Redis
5 4 (3.51%) Big Data
5 4 (3.51%) Oracle ODI
5 4 (3.51%) Oracle Smart View
6 3 (2.63%) Data Warehouse
6 3 (2.63%) Hadoop
6 3 (2.63%) SQL Server
7 2 (1.75%) Relational Database
7 2 (1.75%) SAS EBI
7 2 (1.75%) SQL Server Integration Services
8 1 (0.88%) Amazon DynamoDB
8 1 (0.88%) Amazon RDS
8 1 (0.88%) Apache Cassandra
8 1 (0.88%) Apache Hive
8 1 (0.88%) Data Lake
8 1 (0.88%) Oracle Database
Development Applications
1 8 (7.02%) JIRA
2 5 (4.39%) Zephyr
3 3 (2.63%) Selenium
4 1 (0.88%) Appium
4 1 (0.88%) Atlassian Bamboo
4 1 (0.88%) Bitbucket
4 1 (0.88%) Calabash
4 1 (0.88%) ClearCase
4 1 (0.88%) ClearQuest
4 1 (0.88%) Eclipse
4 1 (0.88%) Git (software)
4 1 (0.88%) GitLab
4 1 (0.88%) HP UFT
4 1 (0.88%) LoadRunner
4 1 (0.88%) Mercurial
4 1 (0.88%) Subversion
4 1 (0.88%) WebDriver
General
1 29 (25.44%) Finance
2 28 (24.56%) Marketing
3 11 (9.65%) Retail
4 9 (7.89%) Banking
5 3 (2.63%) Automotive
6 2 (1.75%) Law
7 1 (0.88%) Back Office
7 1 (0.88%) Corporate Banking
7 1 (0.88%) Electronics
7 1 (0.88%) Legal
Job Titles
1 40 (35.09%) Analyst
2 26 (22.81%) Developer
3 18 (15.79%) Business Analyst
4 15 (13.16%) PHP Developer
5 7 (6.14%) Consultant
5 7 (6.14%) Full Stack Developer
5 7 (6.14%) Senior Developer
5 7 (6.14%) Senior Full Stack Developer
5 7 (6.14%) Senior PHP Developer
6 6 (5.26%) Software Developer
6 6 (5.26%) Support Analyst
6 6 (5.26%) Test Analyst
7 5 (4.39%) Applications Support
7 5 (4.39%) Software Analyst
7 5 (4.39%) Software Test Analyst
8 4 (3.51%) Cloud Engineer
8 4 (3.51%) Oracle Developer
8 4 (3.51%) Security Engineer
9 3 (2.63%) Head of Projects
9 3 (2.63%) SQL Analyst
Libraries, Frameworks & Software Standards
1 23 (20.18%) HTML
2 8 (7.02%) LAMP
3 7 (6.14%) CSS
4 4 (3.51%) ActiveMQ
4 4 (3.51%) AngularJS
4 4 (3.51%) LDAP
4 4 (3.51%) RabbitMQ
4 4 (3.51%) Twitter Bootstrap
5 3 (2.63%) .NET
5 3 (2.63%) CSS3
5 3 (2.63%) HTML5
5 3 (2.63%) Java EE
5 3 (2.63%) jQuery
5 3 (2.63%) JSP
5 3 (2.63%) XML
6 2 (1.75%) Web Services
7 1 (0.88%) Ajax
7 1 (0.88%) Middleware
7 1 (0.88%) Ruby on Rails
7 1 (0.88%) Spring
Miscellaneous
1 16 (14.04%) Computer Science
2 14 (12.28%) Self-Motivation
3 4 (3.51%) Greenfield Project
3 4 (3.51%) PMI
4 2 (1.75%) Data Centre
4 2 (1.75%) Data Structures
4 2 (1.75%) Driving Licence
4 2 (1.75%) Enterprise Software
4 2 (1.75%) Fat Client
4 2 (1.75%) FMCG
4 2 (1.75%) IVR
4 2 (1.75%) Management Information System
4 2 (1.75%) Thin Client
5 1 (0.88%) Algorithms
5 1 (0.88%) iPhone
5 1 (0.88%) Linux Command Line
5 1 (0.88%) Mobile App
5 1 (0.88%) Mobile Payment
5 1 (0.88%) User Experience
5 1 (0.88%) Virtual Team
Operating Systems
1 13 (11.40%) Linux
2 7 (6.14%) Windows
3 6 (5.26%) Windows Server 2012
4 5 (4.39%) Unix
5 4 (3.51%) Windows Server 2008
6 2 (1.75%) Windows 10
6 2 (1.75%) Windows 7
6 2 (1.75%) Windows Server
7 1 (0.88%) Android
7 1 (0.88%) Apple iOS
7 1 (0.88%) Mac OS X
Processes & Methodologies
1 64 (56.14%) Problem-Solving
2 28 (24.56%) Agile Software Development
3 18 (15.79%) CRM
4 17 (14.91%) SDLC
5 14 (12.28%) Project Management
6 13 (11.40%) Business Analysis
6 13 (11.40%) Business Intelligence
6 13 (11.40%) Change Management
6 13 (11.40%) Technical Architecture
7 11 (9.65%) User Stories
8 10 (8.77%) Analytical Thinking
9 9 (7.89%) ITIL
10 8 (7.02%) Analytics
10 8 (7.02%) Data Analysis
10 8 (7.02%) Process Improvement
10 8 (7.02%) UML
10 8 (7.02%) Use Case
11 7 (6.14%) Scenario Testing
11 7 (6.14%) Service Management
12 6 (5.26%) Service Delivery
Programming Languages
1 33 (28.95%) SQL
2 23 (20.18%) JavaScript
3 20 (17.54%) PHP
4 13 (11.40%) Delphi
5 12 (10.53%) Java
6 6 (5.26%) Ruby
7 5 (4.39%) C#
7 5 (4.39%) Python
7 5 (4.39%) VBA
8 4 (3.51%) PowerShell
9 2 (1.75%) C++
9 2 (1.75%) LINC
9 2 (1.75%) R
9 2 (1.75%) T-SQL
10 1 (0.88%) Apple Swift
10 1 (0.88%) C
Qualifications
1 23 (20.18%) Degree
2 13 (11.40%) Computer Science Degree
3 7 (6.14%) ISEB
4 4 (3.51%) CCAA
4 4 (3.51%) Citrix Certification
4 4 (3.51%) PMI Certification
5 3 (2.63%) Security Cleared
6 2 (1.75%) CCNA
6 2 (1.75%) Cisco Certification
6 2 (1.75%) DV Cleared
6 2 (1.75%) ITIL Certification
6 2 (1.75%) PhD
6 2 (1.75%) TOGAF Certification
7 1 (0.88%) HND
7 1 (0.88%) ISTQB
7 1 (0.88%) MCSE
7 1 (0.88%) Microsoft Certification
7 1 (0.88%) OCP
7 1 (0.88%) Oracle Certification
7 1 (0.88%) PMP
Quality Assurance & Compliance
1 4 (3.51%) Data Quality
1 4 (3.51%) QA
1 4 (3.51%) SLA
2 2 (1.75%) PMO
System Software
1 4 (3.51%) Microsoft App-V
1 4 (3.51%) VMware ESXi
1 4 (3.51%) vSphere
1 4 (3.51%) XenApp
1 4 (3.51%) XenDesktop
2 2 (1.75%) Active Directory
2 2 (1.75%) Docker
2 2 (1.75%) Hyper-V
2 2 (1.75%) Terminal Services
Systems Management
1 4 (3.51%) EdgeSight
1 4 (3.51%) Nessus
1 4 (3.51%) Opscode Chef
2 1 (0.88%) HP Quality Center
2 1 (0.88%) Kubernetes
2 1 (0.88%) Terraform
Vendors
1 20 (17.54%) Microsoft
2 9 (7.89%) Oracle
3 8 (7.02%) Unisys
4 6 (5.26%) Cognizant
4 6 (5.26%) Hyperion
5 5 (4.39%) Citrix
5 5 (4.39%) Remedy
6 4 (3.51%) Google
6 4 (3.51%) Tableau
7 3 (2.63%) Adobe
8 2 (1.75%) Avaya
8 2 (1.75%) Cisco
8 2 (1.75%) F5
8 2 (1.75%) MicroStrategy
8 2 (1.75%) Planview
8 2 (1.75%) Salesforce Marketing Cloud
8 2 (1.75%) Salesforce.com
9 1 (0.88%) Cadence
9 1 (0.88%) VMware
9 1 (0.88%) Zend