Period
to 3 April 2020

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 3 April 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
Buckinghamshire > Milton Keynes
6 months to
3 Apr 2020
Same period 2019 Same period 2018
Rank 27 26 30
Rank change year-on-year -1 +4 +11
Permanent jobs citing Analytical Skills 86 127 129
As % of all permanent jobs advertised in Milton Keynes 7.68% 8.29% 8.03%
As % of the Miscellaneous category 19.20% 23.83% 26.99%
Number of salaries quoted 68 86 108
Median annual salary £60,000 £40,000 £45,000
Median salary % change year-on-year +50.00% -11.11% +5.88%
10th Percentile £28,500 £21,250 £24,000
90th Percentile £77,950 £80,000 £61,250
Buckinghamshire median annual salary £60,000 £40,000 £42,500
% change year-on-year +50.00% -5.88% +2.41%

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 448 533 478
As % of all permanent IT jobs advertised in Milton Keynes 40.00% 34.79% 29.74%
Number of salaries quoted 351 343 357
Median annual salary £50,000 £45,000 £43,000
Median salary % change year-on-year +11.11% +4.65% +1.18%
10th Percentile £27,500 £26,400 £24,789
90th Percentile £75,000 £68,750 £65,000
Buckinghamshire median annual salary £50,000 £45,000 £42,500
% change year-on-year +11.11% +5.88% -

Analytical Skills
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Analytical Skills in Milton Keynes

Analytical Skills
Salary Trend in Milton Keynes

3-month moving average salary quoted in jobs citing Analytical Skills in Milton Keynes.

Salary trend for Analytical Skills in Milton Keynes

Analytical Skills
Salary Histogram in Milton Keynes

Salary distribution for jobs citing Analytical Skills in Milton Keynes over the 6 months to 3 April 2020.

Salary histogram for Analytical Skills in Milton Keynes

For the 6 months to 3 April 2020, 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 37 (43.02%) Problem-Solving
2 28 (32.56%) SQL
3 27 (31.40%) Agile Software Development
4 20 (23.26%) Finance
5 15 (17.44%) Incident Management
5 15 (17.44%) Self-Motivation
6 14 (16.28%) Performance Tuning
6 14 (16.28%) Data Analysis
6 14 (16.28%) ITIL
6 14 (16.28%) Microsoft
7 13 (15.12%) Microsoft Office
7 13 (15.12%) Degree
7 13 (15.12%) Root Cause Analysis
8 12 (13.95%) Data Management
8 12 (13.95%) Linux
9 11 (12.79%) Microsoft Excel
9 11 (12.79%) Business Intelligence
9 11 (12.79%) Analytics
10 10 (11.63%) Project Management
10 10 (11.63%) Python
10 10 (11.63%) Windows
11 9 (10.47%) SQL Server
11 9 (10.47%) C#
11 9 (10.47%) IBM
11 9 (10.47%) AS400
11 9 (10.47%) WebSphere
11 9 (10.47%) Power Platform
11 9 (10.47%) Power BI
12 8 (9.30%) Performance Monitoring
12 8 (9.30%) Tandem

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 9 (10.47%) WebSphere
2 8 (9.30%) MQSeries
3 2 (2.33%) Apache
3 2 (2.33%) nginx
3 2 (2.33%) SAS
3 2 (2.33%) SharePoint
4 1 (1.16%) Apache Spark
4 1 (1.16%) GlassFish
4 1 (1.16%) JBoss
4 1 (1.16%) Oracle Workflow
4 1 (1.16%) WildFly
Applications
1 13 (15.12%) Microsoft Office
2 11 (12.79%) Microsoft Excel
3 7 (8.14%) SPSS
4 3 (3.49%) Microsoft PowerPoint
5 2 (2.33%) Microsoft Project
Business Applications
1 3 (3.49%) assyst
1 3 (3.49%) Dynamics AX
1 3 (3.49%) Dynamics CRM
2 2 (2.33%) Payment Gateway
3 1 (1.16%) Dynamics NAV
3 1 (1.16%) Oracle 11i
3 1 (1.16%) Oracle EBS
3 1 (1.16%) Oracle EBS R12
3 1 (1.16%) Oracle Financials
3 1 (1.16%) Sparx Enterprise Architect
Cloud Services
1 9 (10.47%) Power Platform
2 4 (4.65%) SaaS
3 3 (3.49%) Azure
3 3 (3.49%) Dynamics 365
3 3 (3.49%) Smartsheet
4 2 (2.33%) Apple Pay
4 2 (2.33%) Google Pay
5 1 (1.16%) AWS
5 1 (1.16%) Office 365
Communications & Networking
1 8 (9.30%) SSL
2 6 (6.98%) NetScaler
3 4 (4.65%) Firewall
4 3 (3.49%) VPN
5 2 (2.33%) Internet
5 2 (2.33%) WAN
6 1 (1.16%) FTP
6 1 (1.16%) IP Telephony
6 1 (1.16%) LAN
Database & Business Intelligence
1 9 (10.47%) Power BI
1 9 (10.47%) SQL Server
2 4 (4.65%) Relational Database
3 3 (3.49%) BusinessObjects
3 3 (3.49%) RDBMS
3 3 (3.49%) SAP BW
4 2 (2.33%) Big Data
4 2 (2.33%) MySQL
5 1 (1.16%) Data Warehouse
5 1 (1.16%) Oracle BI Publisher
5 1 (1.16%) Oracle Reports
5 1 (1.16%) QlikView
Development Applications
1 6 (6.98%) JIRA
2 5 (5.81%) Git (software)
2 5 (5.81%) Team Foundation Server
3 3 (3.49%) LSMW
4 2 (2.33%) Octopus Deploy
4 2 (2.33%) TeamCity
5 1 (1.16%) Maven
5 1 (1.16%) Oracle Forms
General
1 20 (23.26%) Finance
2 7 (8.14%) Banking
3 4 (4.65%) Manufacturing
3 4 (4.65%) Retail
4 1 (1.16%) Legal
4 1 (1.16%) Marketing
4 1 (1.16%) Retail Banking
4 1 (1.16%) Retail Finance
Job Titles
1 29 (33.72%) Analyst
2 13 (15.12%) Data Analyst
3 11 (12.79%) Architect
3 11 (12.79%) Developer
4 9 (10.47%) SQL Analyst
4 9 (10.47%) SQL Data Analyst
5 8 (9.30%) Business Intelligence Analyst
6 7 (8.14%) Data Insight Analyst
6 7 (8.14%) Insight Analyst
6 7 (8.14%) Insight Data Analyst
6 7 (8.14%) Power BI Analyst
6 7 (8.14%) SPSS Analyst
6 7 (8.14%) SPSS Data Analyst
6 7 (8.14%) Technical Manager
7 6 (6.98%) Consultant
8 5 (5.81%) Angular Developer
8 5 (5.81%) C# Developer
8 5 (5.81%) Project Manager
8 5 (5.81%) Technical Architect
9 4 (4.65%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 8 (9.30%) .NET
1 8 (9.30%) Middleware
1 8 (9.30%) WebSphere MQ
2 5 (5.81%) AngularJS
2 5 (5.81%) CSS
3 4 (4.65%) RabbitMQ
3 4 (4.65%) React
3 4 (4.65%) XML
4 3 (3.49%) BAPI
4 3 (3.49%) EDI
4 3 (3.49%) JSON
4 3 (3.49%) Spring
5 2 (2.33%) .NET Core
5 2 (2.33%) ActiveMQ
5 2 (2.33%) ASP.NET
5 2 (2.33%) Elastic Stack
5 2 (2.33%) REST
5 2 (2.33%) Sass
5 2 (2.33%) Web Services
6 1 (1.16%) HTML
Miscellaneous
1 15 (17.44%) Self-Motivation
2 9 (10.47%) AS400
3 8 (9.30%) Mainframe
3 8 (9.30%) Tandem
4 3 (3.49%) Analytical Mindset
5 2 (2.33%) Contactless
5 2 (2.33%) EMV
5 2 (2.33%) IVR
5 2 (2.33%) Management Information System
5 2 (2.33%) Mobile Payment
5 2 (2.33%) Replication
6 1 (1.16%) Credit Risk
6 1 (1.16%) Data Protection Act
6 1 (1.16%) Data Structures
6 1 (1.16%) Freedom of Information
6 1 (1.16%) Freedom of Information Act
6 1 (1.16%) iSeries
6 1 (1.16%) N-Tier
6 1 (1.16%) Renewable Energy
6 1 (1.16%) Video Conferencing
Operating Systems
1 12 (13.95%) Linux
2 10 (11.63%) Windows
3 8 (9.30%) AIX
3 8 (9.30%) Solaris
4 1 (1.16%) Android
4 1 (1.16%) Apple iOS
4 1 (1.16%) Windows 10
4 1 (1.16%) Windows 7
Processes & Methodologies
1 37 (43.02%) Problem-Solving
2 27 (31.40%) Agile Software Development
3 15 (17.44%) Incident Management
4 14 (16.28%) Data Analysis
4 14 (16.28%) ITIL
4 14 (16.28%) Performance Tuning
5 13 (15.12%) Root Cause Analysis
6 12 (13.95%) Data Management
7 11 (12.79%) Analytics
7 11 (12.79%) Business Intelligence
8 10 (11.63%) Project Management
9 8 (9.30%) Migration
9 8 (9.30%) Performance Monitoring
9 8 (9.30%) Stakeholder Management
9 8 (9.30%) Visualisation
10 7 (8.14%) Actionable Insight
10 7 (8.14%) Analytical Thinking
10 7 (8.14%) Campaign Analysis
10 7 (8.14%) Customer Insight
10 7 (8.14%) Performance Improvement
Programming Languages
1 28 (32.56%) SQL
2 10 (11.63%) Python
3 9 (10.47%) C#
4 8 (9.30%) Shell Script
4 8 (9.30%) VBA
5 5 (5.81%) PowerShell
5 5 (5.81%) TypeScript
5 5 (5.81%) VB
6 4 (4.65%) Java
7 3 (3.49%) C
7 3 (3.49%) JavaScript
8 2 (2.33%) Bash Shell
8 2 (2.33%) PHP
8 2 (2.33%) Ruby
9 1 (1.16%) Apple Swift
9 1 (1.16%) Java 8
9 1 (1.16%) PL/SQL
9 1 (1.16%) R
9 1 (1.16%) RPG III
9 1 (1.16%) RPG IV
Qualifications
1 13 (15.12%) Degree
2 3 (3.49%) Computer Science Degree
3 2 (2.33%) ITIL Certification
4 1 (1.16%) CISSP
4 1 (1.16%) GIAC
4 1 (1.16%) Numerate Degree
4 1 (1.16%) PRINCE2 Practitioner
4 1 (1.16%) TOGAF Certification
Quality Assurance & Compliance
1 4 (4.65%) SLA
2 2 (2.33%) PCI DSS
3 1 (1.16%) COBIT
3 1 (1.16%) Cyber Essentials
3 1 (1.16%) Data Quality
3 1 (1.16%) ISO/IEC 27001
System Software
1 6 (6.98%) XenApp
1 6 (6.98%) XenDesktop
2 4 (4.65%) Docker
3 1 (1.16%) Active Directory
3 1 (1.16%) VMware Infrastructure
Systems Management
1 8 (9.30%) Tivoli
2 2 (2.33%) Kubernetes
2 2 (2.33%) Nagios
2 2 (2.33%) Opscode Chef
Vendors
1 14 (16.28%) Microsoft
2 9 (10.47%) IBM
3 8 (9.30%) HP
4 6 (6.98%) Citrix
4 6 (6.98%) VMware
5 5 (5.81%) Oracle
6 4 (4.65%) SAP
7 3 (3.49%) Facebook
8 2 (2.33%) Apple
8 2 (2.33%) Elavon
8 2 (2.33%) Google
8 2 (2.33%) Ingenico
8 2 (2.33%) MicroStrategy
8 2 (2.33%) PayPal
8 2 (2.33%) VeriFone
8 2 (2.33%) WorldPay
9 1 (1.16%) CA
9 1 (1.16%) Siebel
9 1 (1.16%) Sparx
9 1 (1.16%) Tableau