Period
to 20 February 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 20 February 2020 with a comparison to the same period over the previous 2 years.

Analytical Skills
Buckinghamshire > Milton Keynes
6 months to
20 Feb 2020
Same period 2019 Same period 2018
Rank 30 26 34
Rank change year-on-year -4 +8 +1
Permanent jobs citing Analytical Skills 91 110 122
As % of all permanent IT jobs advertised in Milton Keynes 6.98% 7.68% 7.67%
As % of the Miscellaneous category 17.50% 22.87% 23.42%
Number of salaries quoted 76 76 92
Milton Keynes median annual salary £60,000 £40,000 £45,000
Median salary % change year-on-year +50.00% -11.11% +5.88%
10th Percentile £33,019 £21,250 £25,575
90th Percentile £76,250 £84,672 £58,587
Buckinghamshire median annual salary £60,000 £40,000 £42,500
% change year-on-year +50.00% -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 Milton Keynes with a requirement for generic IT skills.

All Generic IT Skills
Milton Keynes
Permanent vacancies with a requirement for generic IT skills 520 481 521
As % of all permanent IT jobs advertised in Milton Keynes 39.88% 33.57% 32.75%
Number of salaries quoted 412 322 370
Milton Keynes median annual salary £50,000 £45,000 £43,500
Median salary % change year-on-year +11.11% +3.45% +4.82%
10th Percentile £27,500 £25,750 £24,425
90th Percentile £76,125 £70,000 £62,500
Buckinghamshire median annual salary £50,000 £46,500 £43,000
% change year-on-year +7.53% +8.14% +1.78%

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 20 February 2020.

Salary histogram for Analytical Skills in Milton Keynes

For the 6 months to 20 February 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 (40.66%) Problem-Solving
2 34 (37.36%) Agile Software Development
3 29 (31.87%) SQL
4 23 (25.27%) Finance
5 20 (21.98%) Self-Motivation
6 17 (18.68%) Analytics
6 17 (18.68%) Linux
7 16 (17.58%) Data Analysis
8 15 (16.48%) SQL Server
9 14 (15.38%) Microsoft Office
9 14 (15.38%) Degree
10 13 (14.29%) Microsoft Excel
11 12 (13.19%) Business Intelligence
11 12 (13.19%) Microsoft
11 12 (13.19%) Python
11 12 (13.19%) Incident Management
12 11 (12.09%) SaaS
12 11 (12.09%) ITIL
12 11 (12.09%) Project Management
12 11 (12.09%) Root Cause Analysis
12 11 (12.09%) Performance Tuning
13 10 (10.99%) Power BI
13 10 (10.99%) Power Platform
13 10 (10.99%) Data Management
14 9 (9.89%) Banking
14 9 (9.89%) Analytical Thinking
15 8 (8.79%) SDLC
15 8 (8.79%) Relational Database
15 8 (8.79%) Docker
15 8 (8.79%) DevOps

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 7 (7.69%) WebSphere
2 6 (6.59%) Apache
2 6 (6.59%) MQSeries
2 6 (6.59%) nginx
3 2 (2.20%) Confluence
3 2 (2.20%) SAS
3 2 (2.20%) SharePoint
4 1 (1.10%) Apache Spark
4 1 (1.10%) GlassFish
4 1 (1.10%) JBoss
4 1 (1.10%) Oracle Workflow
4 1 (1.10%) WildFly
Applications
1 14 (15.38%) Microsoft Office
2 13 (14.29%) Microsoft Excel
3 6 (6.59%) SPSS
4 4 (4.40%) Microsoft PowerPoint
5 2 (2.20%) Microsoft Project
Business Applications
1 3 (3.30%) assyst
2 2 (2.20%) Dynamics AX
3 1 (1.10%) Dynamics CRM
3 1 (1.10%) Oracle 11i
3 1 (1.10%) Oracle EBS
3 1 (1.10%) Oracle EBS R12
3 1 (1.10%) Oracle Financials
3 1 (1.10%) Payment Gateway
3 1 (1.10%) Sparx Enterprise Architect
Cloud Services
1 11 (12.09%) SaaS
2 10 (10.99%) Power Platform
3 2 (2.20%) Azure
3 2 (2.20%) Smartsheet
4 1 (1.10%) Apple Pay
4 1 (1.10%) Dynamics 365
4 1 (1.10%) Google Pay
Communications & Networking
1 7 (7.69%) Firewall
2 6 (6.59%) SSL
2 6 (6.59%) VPN
3 5 (5.49%) NetScaler
4 1 (1.10%) FTP
4 1 (1.10%) Internet
4 1 (1.10%) IP Telephony
4 1 (1.10%) LAN
4 1 (1.10%) WAN
Database & Business Intelligence
1 15 (16.48%) SQL Server
2 10 (10.99%) Power BI
3 8 (8.79%) Relational Database
4 7 (7.69%) RDBMS
5 5 (5.49%) MySQL
6 3 (3.30%) Big Data
7 2 (2.20%) BusinessObjects
7 2 (2.20%) SAP BW
8 1 (1.10%) Couchbase
8 1 (1.10%) Data Warehouse
8 1 (1.10%) Hadoop
8 1 (1.10%) Oracle BI Publisher
8 1 (1.10%) Oracle Reports
8 1 (1.10%) QlikView
8 1 (1.10%) SQL Server Reporting Services
Development Applications
1 7 (7.69%) Git (software)
2 6 (6.59%) JIRA
3 5 (5.49%) Team Foundation Server
4 2 (2.20%) Bitbucket
4 2 (2.20%) Cucumber
4 2 (2.20%) LSMW
4 2 (2.20%) Selenium
4 2 (2.20%) WebDriver
5 1 (1.10%) Maven
5 1 (1.10%) Oracle Forms
General
1 23 (25.27%) Finance
2 9 (9.89%) Banking
3 4 (4.40%) Manufacturing
4 3 (3.30%) Marketing
4 3 (3.30%) Retail
5 1 (1.10%) Legal
5 1 (1.10%) Retail Banking
5 1 (1.10%) Retail Finance
Job Titles
1 27 (29.67%) Analyst
2 11 (12.09%) Data Analyst
2 11 (12.09%) Developer
3 9 (9.89%) Architect
4 8 (8.79%) SQL Analyst
4 8 (8.79%) SQL Data Analyst
5 7 (7.69%) Business Intelligence Analyst
5 7 (7.69%) Cloud Engineer
5 7 (7.69%) Senior Cloud Engineer
5 7 (7.69%) Technical Manager
6 6 (6.59%) Administrator
6 6 (6.59%) Data Insight Analyst
6 6 (6.59%) Insight Analyst
6 6 (6.59%) Insight Data Analyst
6 6 (6.59%) Power BI Analyst
6 6 (6.59%) SPSS Analyst
6 6 (6.59%) SPSS Data Analyst
6 6 (6.59%) Technical Architect
7 5 (5.49%) Angular Developer
7 5 (5.49%) MySQL DBA
Libraries, Frameworks & Software Standards
1 8 (8.79%) .NET
1 8 (8.79%) RabbitMQ
2 6 (6.59%) ActiveMQ
2 6 (6.59%) Middleware
2 6 (6.59%) WebSphere MQ
2 6 (6.59%) XML
3 5 (5.49%) AngularJS
3 5 (5.49%) CSS
4 4 (4.40%) React
5 2 (2.20%) BAPI
5 2 (2.20%) EDI
5 2 (2.20%) Elastic Stack
5 2 (2.20%) HTML
5 2 (2.20%) JSON
5 2 (2.20%) REST
5 2 (2.20%) Sass
5 2 (2.20%) Spring
6 1 (1.10%) Apache Flex
6 1 (1.10%) Hibernate
6 1 (1.10%) Web Services
Miscellaneous
1 20 (21.98%) Self-Motivation
2 7 (7.69%) AS400
3 6 (6.59%) Mainframe
3 6 (6.59%) Tandem
4 5 (5.49%) Replication
5 3 (3.30%) Analytical Mindset
6 2 (2.20%) Enterprise Software
7 1 (1.10%) Contactless
7 1 (1.10%) Credit Risk
7 1 (1.10%) Data Protection Act
7 1 (1.10%) Data Structures
7 1 (1.10%) Freedom of Information
7 1 (1.10%) Freedom of Information Act
7 1 (1.10%) iSeries
7 1 (1.10%) IVR
7 1 (1.10%) Management Information System
7 1 (1.10%) Mobile Payment
7 1 (1.10%) N-Tier
7 1 (1.10%) Renewable Energy
7 1 (1.10%) Video Conferencing
Operating Systems
1 17 (18.68%) Linux
2 8 (8.79%) Windows
3 6 (6.59%) AIX
3 6 (6.59%) Solaris
4 1 (1.10%) Android
4 1 (1.10%) Apple iOS
4 1 (1.10%) Windows 10
4 1 (1.10%) Windows 7
Processes & Methodologies
1 37 (40.66%) Problem-Solving
2 34 (37.36%) Agile Software Development
3 17 (18.68%) Analytics
4 16 (17.58%) Data Analysis
5 12 (13.19%) Business Intelligence
5 12 (13.19%) Incident Management
6 11 (12.09%) ITIL
6 11 (12.09%) Performance Tuning
6 11 (12.09%) Project Management
6 11 (12.09%) Root Cause Analysis
7 10 (10.99%) Data Management
8 9 (9.89%) Analytical Thinking
9 8 (8.79%) Customer Insight
9 8 (8.79%) Data Modelling
9 8 (8.79%) DevOps
9 8 (8.79%) SDLC
9 8 (8.79%) Stakeholder Management
10 7 (7.69%) Mathematics
10 7 (7.69%) Risk Management
11 6 (6.59%) Migration
Programming Languages
1 29 (31.87%) SQL
2 12 (13.19%) Python
3 8 (8.79%) PowerShell
4 7 (7.69%) C#
4 7 (7.69%) VBA
5 6 (6.59%) Bash Shell
5 6 (6.59%) PHP
5 6 (6.59%) Ruby
5 6 (6.59%) Shell Script
6 5 (5.49%) Java
6 5 (5.49%) TypeScript
6 5 (5.49%) VB
7 4 (4.40%) JavaScript
8 3 (3.30%) C
9 2 (2.20%) Java 8
9 2 (2.20%) R
10 1 (1.10%) Apple Swift
10 1 (1.10%) PL/SQL
10 1 (1.10%) RPG III
10 1 (1.10%) RPG IV
Qualifications
1 14 (15.38%) Degree
2 3 (3.30%) Computer Science Degree
2 3 (3.30%) Numerate Degree
3 2 (2.20%) ISTQB
3 2 (2.20%) ISTQB Advanced Certification
3 2 (2.20%) ISTQB Foundation Certification
4 1 (1.10%) ITIL Certification
4 1 (1.10%) PRINCE2 Practitioner
4 1 (1.10%) TOGAF Certification
Quality Assurance & Compliance
1 7 (7.69%) SLA
2 2 (2.20%) Data Quality
2 2 (2.20%) QA
3 1 (1.10%) COBIT
3 1 (1.10%) Cyber Essentials
3 1 (1.10%) ISO/IEC 27001
3 1 (1.10%) PCI DSS
System Software
1 8 (8.79%) Docker
2 5 (5.49%) XenApp
2 5 (5.49%) XenDesktop
3 1 (1.10%) Active Directory
Systems Management
1 6 (6.59%) Kubernetes
1 6 (6.59%) Nagios
1 6 (6.59%) Opscode Chef
1 6 (6.59%) Tivoli
Vendors
1 12 (13.19%) Microsoft
2 7 (7.69%) IBM
3 6 (6.59%) HP
3 6 (6.59%) Oracle
4 5 (5.49%) Citrix
4 5 (5.49%) VMware
5 4 (4.40%) MicroStrategy
5 4 (4.40%) Tableau
6 3 (3.30%) SAP
7 1 (1.10%) Apple
7 1 (1.10%) CA
7 1 (1.10%) Cadence
7 1 (1.10%) Elavon
7 1 (1.10%) Facebook
7 1 (1.10%) Google
7 1 (1.10%) Ingenico
7 1 (1.10%) PayPal
7 1 (1.10%) Siebel
7 1 (1.10%) VeriFone
7 1 (1.10%) WorldPay