Period
to 21 January 2019

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 21 January 2019 with a comparison to the same period over the previous 2 years.

Analytical Skills
Buckinghamshire > Milton Keynes
6 months to
21 Jan 2019
Same period 2018 Same period 2017
Rank 29 28 36
Rank change year-on-year -1 +8 -24
Permanent jobs citing Analytical Skills 112 123 114
As % of all permanent IT jobs advertised in Milton Keynes 7.92% 8.08% 7.05%
As % of the Miscellaneous category 23.24% 22.78% 21.07%
Number of salaries quoted 78 90 129
Milton Keynes median annual salary £40,000 £44,250 £42,500
Median salary % change year-on-year -9.60% +4.12% +14.86%
10th Percentile £23,000 £26,925 £21,250
90th Percentile £84,672 £57,155 £61,500
Buckinghamshire median annual salary £40,000 £40,000 £42,500
% change year-on-year - -5.88% +11.84%

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 482 540 541
As % of all permanent IT jobs advertised in Milton Keynes 34.09% 35.48% 33.48%
Number of salaries quoted 329 373 481
Milton Keynes median annual salary £47,500 £43,000 £40,000
Median salary % change year-on-year +10.47% +7.50% -
10th Percentile £26,850 £23,750 £25,000
90th Percentile £70,000 £62,500 £61,250
Buckinghamshire median annual salary £47,500 £42,500 £42,500
% change year-on-year +11.76% - +6.25%

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 21 January 2019.

Salary histogram for Analytical Skills in Milton Keynes

For the 6 months to 21 January 2019, 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 63 (56.25%) Problem-Solving
2 33 (29.46%) Finance
3 30 (26.79%) Agile Software Development
4 29 (25.89%) SQL
5 26 (23.21%) Marketing
6 24 (21.43%) Analytical Thinking
7 22 (19.64%) Big Data
7 22 (19.64%) PRINCE2
8 21 (18.75%) ITIL
8 21 (18.75%) Degree
9 20 (17.86%) HTML
9 20 (17.86%) Decision-Making
9 20 (17.86%) Thought Leadership
10 19 (16.96%) Self-Motivation
10 19 (16.96%) Data Management
11 18 (16.07%) TOGAF
11 18 (16.07%) Oracle
11 18 (16.07%) CSS
11 18 (16.07%) Microsoft Excel
11 18 (16.07%) Project Management
12 17 (15.18%) Java
13 16 (14.29%) Management Information System
14 15 (13.39%) Process Management
14 15 (13.39%) C#
14 15 (13.39%) Retail
14 15 (13.39%) AngularJS
15 14 (12.50%) Hybrid Cloud
15 14 (12.50%) BPSS Clearance
15 14 (12.50%) Process Architecture
15 14 (12.50%) Monetization

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 14 (12.50%) Oracle Workflow
2 9 (8.04%) Apache
3 7 (6.25%) SAS
4 4 (3.57%) Apache Spark
5 2 (1.79%) ArcGIS
5 2 (1.79%) Exchange Server 2013
5 2 (1.79%) MS Exchange
6 1 (0.89%) Confluence
6 1 (0.89%) IIS
6 1 (0.89%) SharePoint
6 1 (0.89%) Smallworld
Applications
1 18 (16.07%) Microsoft Excel
2 8 (7.14%) Microsoft Office
3 2 (1.79%) Microsoft PowerPoint
3 2 (1.79%) Microsoft Project
4 1 (0.89%) SPSS
Business Applications
1 1 (0.89%) Dynamics CRM
1 1 (0.89%) Hyperion Planning
1 1 (0.89%) Oracle EBS
Cloud Services
1 4 (3.57%) Adobe Analytics
1 4 (3.57%) Google Analytics
2 3 (2.68%) Microsoft Azure
3 2 (1.79%) Amazon AWS
3 2 (1.79%) Office 365
4 1 (0.89%) SaaS
Communications & Networking
1 3 (2.68%) LAN
1 3 (2.68%) WAN
2 2 (1.79%) DHCP
2 2 (1.79%) DNS
2 2 (1.79%) iSCSI
2 2 (1.79%) Network Security
2 2 (1.79%) TCP/IP
3 1 (0.89%) SAN
3 1 (0.89%) VoIP
Database & Business Intelligence
1 22 (19.64%) Big Data
2 11 (9.82%) MySQL
3 8 (7.14%) SQL Server
4 7 (6.25%) Data Warehouse
5 6 (5.36%) Power BI
5 6 (5.36%) Relational Database
6 5 (4.46%) SQL Server Integration Services
7 4 (3.57%) Apache Hive
7 4 (3.57%) Hadoop
7 4 (3.57%) SQL Server Reporting Services
8 3 (2.68%) Cloudera CDH
8 3 (2.68%) GIS
8 3 (2.68%) HBase
8 3 (2.68%) Impala
8 3 (2.68%) Sqoop
9 2 (1.79%) Data Lake
9 2 (1.79%) QGIS
9 2 (1.79%) SAS EBI
10 1 (0.89%) MariaDB
10 1 (0.89%) Oracle ODI
Development Applications
1 9 (8.04%) Git (software)
2 3 (2.68%) JIRA
2 3 (2.68%) Selenium
3 2 (1.79%) Cucumber
3 2 (1.79%) SoapUI
3 2 (1.79%) Zephyr
4 1 (0.89%) Appium
4 1 (0.89%) Atlassian Bamboo
4 1 (0.89%) Bitbucket
4 1 (0.89%) Calabash
4 1 (0.89%) ClearCase
4 1 (0.89%) ClearQuest
4 1 (0.89%) HP UFT
4 1 (0.89%) Hudson
4 1 (0.89%) LoadRunner
4 1 (0.89%) Mercurial
4 1 (0.89%) WebDriver
General
1 33 (29.46%) Finance
2 26 (23.21%) Marketing
3 15 (13.39%) Retail
4 11 (9.82%) Telecoms
5 7 (6.25%) Banking
6 1 (0.89%) Automotive
6 1 (0.89%) Back Office
6 1 (0.89%) Corporate Banking
6 1 (0.89%) Law
6 1 (0.89%) Legal
Job Titles
1 38 (33.93%) Analyst
2 18 (16.07%) Architect
3 16 (14.29%) Developer
4 14 (12.50%) Enterprise Architect
5 12 (10.71%) Business Analyst
6 9 (8.04%) Software Engineer
7 6 (5.36%) Digital Analyst
8 5 (4.46%) Consultant
9 4 (3.57%) Data Engineer
9 4 (3.57%) Front End Developer (Client-Side Developer)
9 4 (3.57%) IT Analyst
9 4 (3.57%) Senior Analyst
9 4 (3.57%) Test Analyst
10 3 (2.68%) Big Data Engineer
10 3 (2.68%) Business Intelligence Developer
10 3 (2.68%) Change Manager
10 3 (2.68%) Database Developer
10 3 (2.68%) GIS Analyst
10 3 (2.68%) Head of Projects
10 3 (2.68%) Senior Data Engineer
Libraries, Frameworks & Software Standards
1 20 (17.86%) HTML
2 18 (16.07%) CSS
3 15 (13.39%) AngularJS
4 12 (10.71%) jQuery
5 11 (9.82%) RESTful
5 11 (9.82%) XML
6 10 (8.93%) LAMP
7 9 (8.04%) Ruby on Rails
8 6 (5.36%) Twitter Bootstrap
9 4 (3.57%) .NET
9 4 (3.57%) CSS3
9 4 (3.57%) HTML5
10 3 (2.68%) Kafka
10 3 (2.68%) Web Services
11 2 (1.79%) REST
11 2 (1.79%) SOAP
11 2 (1.79%) Spring
11 2 (1.79%) Spring Boot
12 1 (0.89%) ASP.NET
12 1 (0.89%) Oracle Fusion
Miscellaneous
1 19 (16.96%) Self-Motivation
2 16 (14.29%) Management Information System
3 14 (12.50%) Hybrid Cloud
4 4 (3.57%) Analytical Mindset
4 4 (3.57%) PMI
5 3 (2.68%) Data Structures
5 3 (2.68%) Enterprise Software
6 2 (1.79%) Clustering
6 2 (1.79%) Driving Licence
6 2 (1.79%) PKI
7 1 (0.89%) Algorithms
7 1 (0.89%) Fat Client
7 1 (0.89%) Online Banking
7 1 (0.89%) Photography
7 1 (0.89%) Thin Client
7 1 (0.89%) User Experience
Operating Systems
1 12 (10.71%) Linux
2 4 (3.57%) Windows
3 3 (2.68%) Windows Server
3 3 (2.68%) Windows Server 2012
4 1 (0.89%) Android
4 1 (0.89%) Apple iOS
4 1 (0.89%) Mac OS X
4 1 (0.89%) Unix
4 1 (0.89%) Windows 10
4 1 (0.89%) Windows 7
Processes & Methodologies
1 63 (56.25%) Problem-Solving
2 30 (26.79%) Agile Software Development
3 24 (21.43%) Analytical Thinking
4 22 (19.64%) PRINCE2
5 21 (18.75%) ITIL
6 20 (17.86%) Decision-Making
6 20 (17.86%) Thought Leadership
7 19 (16.96%) Data Management
8 18 (16.07%) Project Management
8 18 (16.07%) TOGAF
9 15 (13.39%) Process Management
10 14 (12.50%) Asset Management
10 14 (12.50%) CMMI
10 14 (12.50%) Content Management
10 14 (12.50%) Information Security
10 14 (12.50%) MODAF
10 14 (12.50%) Risk Assessment
10 14 (12.50%) Supplier Management
10 14 (12.50%) Workflow
10 14 (12.50%) Zachman Framework
Programming Languages
1 29 (25.89%) SQL
2 17 (15.18%) Java
3 15 (13.39%) C#
4 11 (9.82%) C++
4 11 (9.82%) PHP
5 10 (8.93%) Ruby
6 8 (7.14%) JavaScript
7 5 (4.46%) T-SQL
8 4 (3.57%) Python
8 4 (3.57%) Scala
9 3 (2.68%) VBA
10 2 (1.79%) C
10 2 (1.79%) R
10 2 (1.79%) VB
11 1 (0.89%) Apple Swift
11 1 (0.89%) Delphi
11 1 (0.89%) MATLAB
Qualifications
1 21 (18.75%) Degree
2 14 (12.50%) BPSS Clearance
3 6 (5.36%) ISEB
4 4 (3.57%) PMI Certification
4 4 (3.57%) TOGAF Certification
5 3 (2.68%) ITIL Certification
6 2 (1.79%) DV Cleared
6 2 (1.79%) PhD
6 2 (1.79%) SAS Certification
6 2 (1.79%) Security Cleared
7 1 (0.89%) Computer Science Degree
7 1 (0.89%) ISTQB
7 1 (0.89%) ITIL Foundation Certificate
7 1 (0.89%) Master's Degree
7 1 (0.89%) Numerate Degree
7 1 (0.89%) PMP
7 1 (0.89%) PRINCE2 Certification
7 1 (0.89%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 14 (12.50%) BS7799
1 14 (12.50%) COBIT
2 5 (4.46%) QA
3 3 (2.68%) Data Quality
4 2 (1.79%) PMO
5 1 (0.89%) ISO/IEC 27001
5 1 (0.89%) SLA
System Software
1 3 (2.68%) Active Directory
1 3 (2.68%) Apache Flume
1 3 (2.68%) Hyper-V
2 2 (1.79%) Virtual Servers
2 2 (1.79%) VMware Infrastructure
3 1 (0.89%) Docker
3 1 (0.89%) Terminal Services
Systems Management
1 2 (1.79%) vMotion
2 1 (0.89%) HP Quality Center
Vendors
1 18 (16.07%) Oracle
2 14 (12.50%) Microsoft
3 7 (6.25%) Tableau
4 6 (5.36%) Unisys
5 4 (3.57%) Adobe
5 4 (3.57%) Google
6 3 (2.68%) Cloudera
6 3 (2.68%) Cognizant
6 3 (2.68%) MicroStrategy
7 2 (1.79%) Citrix
7 2 (1.79%) Dell
7 2 (1.79%) Dell Compellent
7 2 (1.79%) EMC
7 2 (1.79%) Planview
7 2 (1.79%) Symantec
7 2 (1.79%) VMware
8 1 (0.89%) Cognos
8 1 (0.89%) Hyperion
8 1 (0.89%) PeopleSoft
8 1 (0.89%) Sitecore