Period
to 14 December 2018

The following table provides summary statistics for permanent job vacancies advertised in Milton Keynes with a requirement for Analytical Thinking skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Thinking over the 6 months to 14 December 2018 with a comparison to the same period in the previous 2 years.

Analytical Thinking
Buckinghamshire > Milton Keynes
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 90 113 137
Rank change year-on-year +23 +24 +5
Permanent jobs citing Analytical Thinking 26 13 1
As % of all permanent IT jobs advertised in Milton Keynes 1.81% 0.80% 0.060%
As % of the Processes & Methodologies category 1.92% 0.87% 0.066%
Number of salaries quoted 18 8 0
Milton Keynes median annual salary £40,000 £45,000 -
Median salary % change year-on-year -11.11% - -
Buckinghamshire median annual salary £40,000 £37,500 £35,000
% change year-on-year +6.67% +7.14% -12.50%

Analytical Thinking is in the Processes and Methodologies 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 process or methodology skills.

All Process and Methodology Skills
Milton Keynes
Permanent vacancies with a requirement for process or methodology skills 1,356 1,495 1,526
As % of all permanent IT jobs advertised in Milton Keynes 94.36% 92.51% 91.98%
Number of salaries quoted 1,055 1,101 1,346
Milton Keynes median annual salary £47,500 £45,000 £42,500
Median salary % change year-on-year +5.56% +5.88% +6.25%
10th Percentile £27,500 £26,750 £26,250
90th Percentile £67,500 £65,000 £62,500
Buckinghamshire median annual salary £45,000 £43,500 £42,500
% change year-on-year +3.45% +2.35% -

Analytical Thinking
Job Vacancy Trend in Milton Keynes

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

Job vacancy trend for Analytical Thinking in Milton Keynes

Analytical Thinking
Salary Trend in Milton Keynes

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

Salary trend for Analytical Thinking in Milton Keynes

Analytical Thinking
Salary Histogram in Milton Keynes

The salary distribution of IT jobs citing Analytical Thinking in Milton Keynes over the 6 months to 14 December 2018.

Salary histogram for Analytical Thinking in Milton Keynes

For the 6 months to 14 December 2018, IT jobs citing Analytical Thinking 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 Thinking.

1 26 (100.00%) Analytical Skills
2 17 (65.38%) Agile Software Development
3 16 (61.54%) Self-Motivation
4 15 (57.69%) Java
5 12 (46.15%) PHP
5 12 (46.15%) Linux
5 12 (46.15%) Apache
5 12 (46.15%) Ruby
6 10 (38.46%) RESTful
6 10 (38.46%) AngularJS
7 8 (30.77%) LAMP
7 8 (30.77%) MVC
7 8 (30.77%) OOP
7 8 (30.77%) OO
7 8 (30.77%) C#
7 8 (30.77%) C++
7 8 (30.77%) HTML
7 8 (30.77%) MySQL
7 8 (30.77%) CSS
7 8 (30.77%) XML
7 8 (30.77%) Open Source
7 8 (30.77%) jQuery
7 8 (30.77%) Git (software)
7 8 (30.77%) Software Engineering
7 8 (30.77%) Ruby on Rails
8 7 (26.92%) Problem-Solving
9 6 (23.08%) Retail
10 5 (19.23%) Stakeholder Management
10 5 (19.23%) Data-Driven Decision Making
10 5 (19.23%) Thought Leadership

Analytical Thinking
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 12 (46.15%) Apache
2 4 (15.38%) nginx
3 1 (3.85%) Apache Spark
Cloud Services
1 4 (15.38%) Microsoft Azure
1 4 (15.38%) SaaS
Communications & Networking
1 4 (15.38%) Intrusion Detection
Database & Business Intelligence
1 8 (30.77%) MySQL
2 4 (15.38%) NoSQL
2 4 (15.38%) Redis
3 1 (3.85%) Apache Hive
3 1 (3.85%) Big Data
3 1 (3.85%) Cloudera CDH
3 1 (3.85%) Data Lake
3 1 (3.85%) Hadoop
3 1 (3.85%) HBase
3 1 (3.85%) Impala
3 1 (3.85%) Sqoop
Development Applications
1 8 (30.77%) Git (software)
2 4 (15.38%) JIRA
2 4 (15.38%) Zephyr
3 2 (7.69%) Cucumber
3 2 (7.69%) SoapUI
General
1 6 (23.08%) Retail
2 2 (7.69%) Finance
2 2 (7.69%) Telecoms
3 1 (3.85%) Banking
Job Titles
1 9 (34.62%) Analyst
2 8 (30.77%) Software Engineer
3 5 (19.23%) Digital Analyst
4 4 (15.38%) Cloud Engineer
4 4 (15.38%) Security Engineer
4 4 (15.38%) Software Analyst
4 4 (15.38%) Software Test Analyst
4 4 (15.38%) Test Analyst
5 2 (7.69%) Architect
5 2 (7.69%) Automation Tester
5 2 (7.69%) Network Architect
5 2 (7.69%) Senior Architect
5 2 (7.69%) Senior Network Architect
5 2 (7.69%) Tester
6 1 (3.85%) Big Data Engineer
6 1 (3.85%) Data Engineer
6 1 (3.85%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 10 (38.46%) AngularJS
1 10 (38.46%) RESTful
2 8 (30.77%) CSS
2 8 (30.77%) HTML
2 8 (30.77%) jQuery
2 8 (30.77%) LAMP
2 8 (30.77%) Ruby on Rails
2 8 (30.77%) XML
3 4 (15.38%) ActiveMQ
3 4 (15.38%) RabbitMQ
4 2 (7.69%) Spring
4 2 (7.69%) Spring Boot
5 1 (3.85%) Kafka
Miscellaneous
1 26 (100.00%) Analytical Skills
2 16 (61.54%) Self-Motivation
3 4 (15.38%) Greenfield Project
Operating Systems
1 12 (46.15%) Linux
Processes & Methodologies
1 17 (65.38%) Agile Software Development
2 8 (30.77%) MVC
2 8 (30.77%) OO
2 8 (30.77%) OOP
2 8 (30.77%) Open Source
2 8 (30.77%) Software Engineering
3 7 (26.92%) Problem-Solving
4 5 (19.23%) Data-Driven Decision Making
4 5 (19.23%) Stakeholder Management
4 5 (19.23%) Strategic Thinking
4 5 (19.23%) Thought Leadership
5 4 (15.38%) Configuration Management
5 4 (15.38%) Cryptography
5 4 (15.38%) Manual Testing
5 4 (15.38%) Penetration Testing
5 4 (15.38%) Security Monitoring
5 4 (15.38%) SIEM
5 4 (15.38%) Software Testing
5 4 (15.38%) Task Automation
5 4 (15.38%) Test Management
Programming Languages
1 15 (57.69%) Java
2 12 (46.15%) PHP
2 12 (46.15%) Ruby
3 8 (30.77%) C#
3 8 (30.77%) C++
4 4 (15.38%) SQL
5 1 (3.85%) Scala
Qualifications
1 4 (15.38%) ISEB
2 2 (7.69%) Degree
2 2 (7.69%) TOGAF Certification
Quality Assurance & Compliance
1 4 (15.38%) SLA
2 1 (3.85%) Data Quality
System Software
1 1 (3.85%) Apache Flume
Systems Management
1 4 (15.38%) Nessus
1 4 (15.38%) Opscode Chef
Vendors
1 4 (15.38%) Microsoft
2 2 (7.69%) Cognizant
3 1 (3.85%) Cloudera