Period
to 22 January 2018

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Oxfordshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 22 January 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
South East > Oxfordshire
6 months to
22 Jan 2018
Same period 2017 Same period 2016
Rank 37 39 50
Rank change year-on-year +2 +11 -21
Permanent jobs citing Analytical Skills 206 175 183
As % of all permanent IT jobs advertised in Oxfordshire 6.72% 6.66% 5.40%
As % of the Miscellaneous category 16.31% 15.24% 12.64%
Number of salaries quoted 136 123 136
Oxfordshire median annual salary £41,497 £42,500 £45,000
Median salary % change year-on-year -2.36% -5.56% +7.14%
10th Percentile £29,500 £29,750 £26,250
90th Percentile £75,000 £60,000 £63,750
South East median annual salary £42,857 £42,500 £42,500
% change year-on-year +0.84% - -5.56%

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 Oxfordshire with a requirement for generic IT skills.

All Generic IT Skills
Oxfordshire
Permanent vacancies with a requirement for generic IT skills 1,263 1,148 1,448
As % of all permanent IT jobs advertised in Oxfordshire 41.22% 43.67% 42.75%
Number of salaries quoted 1,004 906 1,114
Oxfordshire median annual salary £47,500 £46,500 £45,000
Median salary % change year-on-year +2.15% +3.33% +12.50%
10th Percentile £28,500 £27,500 £26,250
90th Percentile £72,500 £68,750 £66,250
South East median annual salary £45,000 £45,000 £45,000

Analytical Skills
Job Vacancy Trend in Oxfordshire

Job postings citing Analytical Skills as a percentage of all IT jobs advertised in Oxfordshire.

Job vacancy trend for Analytical Skills in Oxfordshire

Analytical Skills
Salary Trend in Oxfordshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Analytical Skills in Oxfordshire.

Salary trend for Analytical Skills in Oxfordshire

Analytical Skills
Salary Histogram in Oxfordshire

The salary distribution of IT jobs citing Analytical Skills in Oxfordshire over the 6 months to 22 January 2018.

Salary histogram for Analytical Skills in Oxfordshire

Analytical Skills
Job Locations in Oxfordshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Oxfordshire region over the 6 months to 22 January 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Abingdon -1 67 £40,000 -23.81% 7
Oxford -20 65 £50,000 +5.26% 11
Kidlington - 13 £52,500 - 2
Wallingford -2 11 £37,500 -16.67% 7
Henley-on-Thames -7 10 £21,500 -77.37% 1
Banbury +1 1 £45,000 +32.35%
Bicester +1 1 £35,000 -26.32%
Analytical Skills
South East

For the 6 months to 22 January 2018, IT jobs citing Analytical Skills also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the Oxfordshire region with a requirement for Analytical Skills.

1 66 (32.04%) Agile Software Development
2 55 (26.70%) Degree
3 50 (24.27%) SQL
3 50 (24.27%) Windows
4 49 (23.79%) Python
5 48 (23.30%) Linux
6 47 (22.82%) Java
7 45 (21.84%) SQL Server
8 43 (20.87%) Microsoft
9 42 (20.39%) Sophos
10 38 (18.45%) C++
11 35 (16.99%) JavaScript
12 31 (15.05%) C#
12 31 (15.05%) Finance
13 28 (13.59%) Marketing
13 28 (13.59%) HTML
14 27 (13.11%) Big Data
15 23 (11.17%) PowerShell
16 22 (10.68%) Retail
17 21 (10.19%) TDD
17 21 (10.19%) VBA
17 21 (10.19%) .NET
17 21 (10.19%) Web Services
17 21 (10.19%) Amazon AWS
18 20 (9.71%) Microsoft Azure
18 20 (9.71%) WinDbg
18 20 (9.71%) Cloud Computing
18 20 (9.71%) jQuery
18 20 (9.71%) DNS
19 19 (9.22%) Business Intelligence

Analytical Skills
Co-occurring IT Skills in Oxfordshire 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 (3.40%) SharePoint
2 6 (2.91%) IIS
3 3 (1.46%) Apache
3 3 (1.46%) CMS
3 3 (1.46%) Tomcat
4 2 (0.97%) MS Project Server
5 1 (0.49%) SAS
Applications
1 19 (9.22%) Microsoft Excel
2 10 (4.85%) Microsoft Project
3 3 (1.46%) Microsoft PowerPoint
3 3 (1.46%) MS Visio
4 1 (0.49%) Microsoft Office
4 1 (0.49%) Spreadsheet
Business Applications
1 10 (4.85%) Dynamics NAV
2 2 (0.97%) Dynamics CRM
2 2 (0.97%) SAP CO
2 2 (0.97%) SAP FI
2 2 (0.97%) SAP FI/CO
Cloud Services
1 21 (10.19%) Amazon AWS
2 20 (9.71%) Cloud Computing
2 20 (9.71%) Microsoft Azure
3 18 (8.74%) Office 365
4 3 (1.46%) IBM Blueworks
5 2 (0.97%) PaaS
6 1 (0.49%) SaaS
Communications & Networking
1 20 (9.71%) DNS
2 18 (8.74%) Internet
3 13 (6.31%) HTTP
4 11 (5.34%) SSL
4 11 (5.34%) Wireshark
5 9 (4.37%) SMTP
6 4 (1.94%) SMS
7 3 (1.46%) Remote Desktop
7 3 (1.46%) Wi-Fi
8 2 (0.97%) HTTPS
8 2 (0.97%) Unified Communications
9 1 (0.49%) FCoE
9 1 (0.49%) Fibre Channel
9 1 (0.49%) iSCSI
9 1 (0.49%) LAN
9 1 (0.49%) NAS
9 1 (0.49%) Skype
9 1 (0.49%) WAN
Database & Business Intelligence
1 45 (21.84%) SQL Server
2 27 (13.11%) Big Data
3 19 (9.22%) Relational Database
4 12 (5.83%) Data Warehouse
5 11 (5.34%) SQL Server Reporting Services
6 9 (4.37%) Hadoop
6 9 (4.37%) MySQL
6 9 (4.37%) PostgreSQL
6 9 (4.37%) SQL Server 2012
6 9 (4.37%) SQL Server Analysis Services
6 9 (4.37%) SQL Server Integration Services
7 8 (3.88%) Data Mining
8 5 (2.43%) QlikView
9 4 (1.94%) Oracle Database
10 3 (1.46%) Crystal Reports
10 3 (1.46%) Power BI
11 2 (0.97%) BusinessObjects
12 1 (0.49%) MongoDB
Development Applications
1 20 (9.71%) WinDbg
2 19 (9.22%) Subversion
3 16 (7.77%) Git (software)
4 10 (4.85%) Bugzilla
4 10 (4.85%) Trac
5 9 (4.37%) IDA Disassembler
5 9 (4.37%) OllyDbg
6 6 (2.91%) Hudson
6 6 (2.91%) Jenkins
6 6 (2.91%) Travis CI
7 4 (1.94%) Visual Studio
8 3 (1.46%) JIRA
9 1 (0.49%) Team Foundation Server
General
1 31 (15.05%) Finance
2 28 (13.59%) Marketing
3 22 (10.68%) Retail
4 12 (5.83%) Games
5 6 (2.91%) Advertising
5 6 (2.91%) Back Office
5 6 (2.91%) Publishing
6 4 (1.94%) Legal
6 4 (1.94%) Manufacturing
7 3 (1.46%) Banking
Job Titles
1 42 (20.39%) Analyst
2 39 (18.93%) Developer
3 23 (11.17%) Software Developer
4 18 (8.74%) Development Manager
5 15 (7.28%) Data Scientist
6 14 (6.80%) Architect
7 13 (6.31%) Software Engineer
8 11 (5.34%) C# Developer
8 11 (5.34%) C# Software Developer
8 11 (5.34%) Development Engineer
8 11 (5.34%) Escalation Engineer
8 11 (5.34%) Java Developer
8 11 (5.34%) Quantitative Risk Manager
8 11 (5.34%) Risk Manager
9 10 (4.85%) ASP.NET Developer
9 10 (4.85%) ASP.NET MVC Developer
9 10 (4.85%) C# ASP.NET Developer
9 10 (4.85%) Java Software Developer
9 10 (4.85%) QA Analyst
9 10 (4.85%) QA Engineer
Libraries, Frameworks & Software Standards
1 28 (13.59%) HTML
2 21 (10.19%) .NET
2 21 (10.19%) Web Services
3 20 (9.71%) jQuery
4 19 (9.22%) CSS
5 17 (8.25%) ASP.NET
6 11 (5.34%) WCF
7 10 (4.85%) ASP.NET MVC
7 10 (4.85%) Backbone.js
7 10 (4.85%) Marionette.js
8 9 (4.37%) MDX
8 9 (4.37%) Regular Expression
9 8 (3.88%) HTML5
9 8 (3.88%) Pandas
9 8 (3.88%) RESTful
9 8 (3.88%) scikit-learn
9 8 (3.88%) Seaborn
9 8 (3.88%) SOAP
10 6 (2.91%) CSS3
10 6 (2.91%) XML
Miscellaneous
1 10 (4.85%) Analytical Mindset
1 10 (4.85%) Enterprise Software
1 10 (4.85%) Greenfield Project
2 9 (4.37%) Blog
2 9 (4.37%) Computer Science
3 8 (3.88%) Social Media
4 7 (3.40%) User Experience
5 6 (2.91%) Life Science
6 5 (2.43%) Replication
7 4 (1.94%) Clustering
7 4 (1.94%) CMDB
7 4 (1.94%) Management Information System
8 3 (1.46%) Client/Server
8 3 (1.46%) EPoS
8 3 (1.46%) iPhone
8 3 (1.46%) Robotics
8 3 (1.46%) Tandem
9 2 (0.97%) Algorithms
9 2 (0.97%) Data Centre
9 2 (0.97%) PMI
Operating Systems
1 50 (24.27%) Windows
2 48 (23.30%) Linux
3 8 (3.88%) Windows Server
4 5 (2.43%) Unix
5 3 (1.46%) Android
6 1 (0.49%) Windows 10
6 1 (0.49%) Windows 7
6 1 (0.49%) Windows Server 2008
Processes & Methodologies
1 66 (32.04%) Agile Software Development
2 21 (10.19%) TDD
3 19 (9.22%) B2B
3 19 (9.22%) Business Intelligence
3 19 (9.22%) CRM
3 19 (9.22%) Data Analysis
3 19 (9.22%) Functional Testing
3 19 (9.22%) Refactoring
3 19 (9.22%) Statistical Modelling
3 19 (9.22%) Test Automation
4 18 (8.74%) Continuous Integration
4 18 (8.74%) Migration
5 17 (8.25%) Data Modelling
5 17 (8.25%) Project Management
6 16 (7.77%) OO
6 16 (7.77%) Stakeholder Management
7 15 (7.28%) Analytics
7 15 (7.28%) Scrum
8 14 (6.80%) Continuous Improvement
8 14 (6.80%) Machine Learning
Programming Languages
1 50 (24.27%) SQL
2 49 (23.79%) Python
3 47 (22.82%) Java
4 38 (18.45%) C++
5 35 (16.99%) JavaScript
6 31 (15.05%) C#
7 23 (11.17%) PowerShell
8 21 (10.19%) VBA
9 18 (8.74%) Perl
10 17 (8.25%) C
11 11 (5.34%) R
11 11 (5.34%) VBScript
12 10 (4.85%) TypeScript
13 5 (2.43%) Apex Code
14 2 (0.97%) ABAP
14 2 (0.97%) GraphQL
14 2 (0.97%) MATLAB
15 1 (0.49%) PHP
15 1 (0.49%) VB
15 1 (0.49%) VB6
Qualifications
1 55 (26.70%) Degree
2 9 (4.37%) MBA
2 9 (4.37%) PhD
3 2 (0.97%) PMI Certification
3 2 (0.97%) PRINCE2 Practitioner
3 2 (0.97%) SC Cleared
3 2 (0.97%) Security Cleared
4 1 (0.49%) CISM
4 1 (0.49%) CISSP
4 1 (0.49%) Computer Science Degree
4 1 (0.49%) ISEB
4 1 (0.49%) ISTQB
Quality Assurance & Compliance
1 14 (6.80%) QA
2 12 (5.83%) Data Quality
2 12 (5.83%) PMO
2 12 (5.83%) SLA
3 2 (0.97%) ISO 22301
4 1 (0.49%) 21 CFR Part 11
4 1 (0.49%) GDPR
4 1 (0.49%) IEC 62304
4 1 (0.49%) ISO 13485
4 1 (0.49%) ISO/IEC 27001
System Software
1 15 (7.28%) Active Directory
2 9 (4.37%) Docker
2 9 (4.37%) KVM
2 9 (4.37%) VirtualBox
3 6 (2.91%) Hyper-V
4 4 (1.94%) Oracle RAC
5 2 (0.97%) XenApp
6 1 (0.49%) NFS
Systems Management
1 4 (1.94%) Data Guard
1 4 (1.94%) Enterprise Manager Cloud Control
1 4 (1.94%) Oracle RMAN
2 2 (0.97%) Systems Management Server (SMS)
Vendors
1 43 (20.87%) Microsoft
2 42 (20.39%) Sophos
3 12 (5.83%) Tableau
4 11 (5.34%) Progress
4 11 (5.34%) Salesforce.com
5 10 (4.85%) Google
5 10 (4.85%) Oracle
6 9 (4.37%) Cognos
6 9 (4.37%) Perforce
7 4 (1.94%) IBM
8 3 (1.46%) CA Agile Central
8 3 (1.46%) Pega
8 3 (1.46%) Siemens
8 3 (1.46%) VMware
8 3 (1.46%) webMethods
9 2 (0.97%) Citrix
9 2 (0.97%) SAP
10 1 (0.49%) Cisco
10 1 (0.49%) EMC
10 1 (0.49%) HP