Period
to 16 January 2019

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

Analytical Skills
South East > Oxfordshire
6 months to
16 Jan 2019
Same period 2018 Same period 2017
Rank 59 40 39
Rank change year-on-year -19 -1 +11
Permanent jobs citing Analytical Skills 101 201 173
As % of all permanent IT jobs advertised in Oxfordshire 4.34% 6.59% 6.56%
As % of the Miscellaneous category 10.81% 18.44% 16.44%
Number of salaries quoted 84 136 116
Oxfordshire median annual salary £45,000 £42,500 £43,750
Median salary % change year-on-year +5.88% -2.86% +2.94%
10th Percentile £26,800 £29,500 £30,375
90th Percentile £77,500 £75,000 £60,000
South East median annual salary £45,000 £43,000 £42,500
% change year-on-year +4.65% +1.18% -

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 934 1,090 1,052
As % of all permanent IT jobs advertised in Oxfordshire 40.14% 35.76% 39.91%
Number of salaries quoted 724 830 803
Oxfordshire median annual salary £50,000 £50,000 £47,500
Median salary % change year-on-year - +5.26% +5.56%
10th Percentile £27,875 £26,975 £27,500
90th Percentile £77,500 £72,500 £68,750
South East median annual salary £48,500 £45,000 £45,000
% change year-on-year +7.78% - -

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 16 January 2019.

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 16 January 2019. 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
Oxford -5 55 £50,000 -4.76% 15
Banbury +6 9 £32,500 -27.78% 3
Thame - 7 £27,500 -
Abingdon -20 5 £40,000 -3.03% 6
Kidlington +2 2 £38,750 -26.19%
Wallingford +4 1 £35,000 -6.67%
Henley-on-Thames 0 1 £26,000 +20.93% 1
Analytical Skills
South East

For the 6 months to 16 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 Oxfordshire region with a requirement for Analytical Skills.

1 32 (31.68%) Mathematics
2 28 (27.72%) Computer Science
3 26 (25.74%) PhD
3 26 (25.74%) Finance
3 26 (25.74%) Analytics
4 25 (24.75%) Problem-Solving
5 24 (23.76%) Software Engineering
6 22 (21.78%) C++
7 21 (20.79%) Algorithms
8 19 (18.81%) Conceptual Models
9 18 (17.82%) Artificial Intelligence
10 15 (14.85%) Visualisation
10 15 (14.85%) Parallel Computing
10 15 (14.85%) Stakeholder Management
10 15 (14.85%) Data Structures
11 14 (13.86%) Analytical Mindset
11 14 (13.86%) Degree
12 13 (12.87%) Agile Software Development
12 13 (12.87%) SQL
12 13 (12.87%) ITIL
12 13 (12.87%) Data Science
12 13 (12.87%) Data Analytics
13 12 (11.88%) Windows
13 12 (11.88%) Python
13 12 (11.88%) SaaS
14 11 (10.89%) Investment Management
14 11 (10.89%) Asset Management
14 11 (10.89%) Microsoft
15 10 (9.90%) Microsoft Office
15 10 (9.90%) Java

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 5 (4.95%) Apache Spark
2 3 (2.97%) ExpressionEngine
2 3 (2.97%) IIS
2 3 (2.97%) WordPress
3 2 (1.98%) Apache
3 2 (1.98%) NetWeaver
4 1 (0.99%) Confluence
4 1 (0.99%) SAP Portal
Applications
1 10 (9.90%) Microsoft Office
2 5 (4.95%) Microsoft Excel
3 1 (0.99%) MS Visio
Business Applications
1 3 (2.97%) SAP MM
1 3 (2.97%) SAP SRM
2 2 (1.98%) Dynamics NAV
3 1 (0.99%) SAP CRM
3 1 (0.99%) SAP S/4HANA
Cloud Services
1 12 (11.88%) SaaS
2 6 (5.94%) iTunes
2 6 (5.94%) Microsoft Azure
3 5 (4.95%) Amazon AWS
4 4 (3.96%) IaaS
5 3 (2.97%) Cloud Computing
6 2 (1.98%) Google Cloud Platform
7 1 (0.99%) Azure Data Factory
7 1 (0.99%) G Suite
7 1 (0.99%) PaaS
Communications & Networking
1 7 (6.93%) VoIP
2 6 (5.94%) ADSL
2 6 (5.94%) Firewall
2 6 (5.94%) VPN
3 5 (4.95%) DHCP
4 4 (3.96%) DNS
5 3 (2.97%) HTTP
5 3 (2.97%) Internet
6 2 (1.98%) HTTPS
6 2 (1.98%) TCP/IP
7 1 (0.99%) Remote Desktop
7 1 (0.99%) WebEx
Database & Business Intelligence
1 9 (8.91%) Big Data
2 8 (7.92%) Data Warehouse
3 6 (5.94%) SQL Server
4 4 (3.96%) SAP BW
4 4 (3.96%) SQL Server Reporting Services
5 3 (2.97%) Hadoop
5 3 (2.97%) MongoDB
5 3 (2.97%) Pentaho
5 3 (2.97%) QlikView
6 2 (1.98%) Apache Hive
6 2 (1.98%) BigQuery
6 2 (1.98%) Data Mining
7 1 (0.99%) MySQL
7 1 (0.99%) NoSQL
7 1 (0.99%) Power BI
7 1 (0.99%) RDBMS
7 1 (0.99%) Relational Database
7 1 (0.99%) SAP HANA
7 1 (0.99%) SQL Server 2000
7 1 (0.99%) SQL Server Integration Services
Development Applications
1 3 (2.97%) Visual Studio
2 2 (1.98%) Eclipse
2 2 (1.98%) Eclipse RCP
3 1 (0.99%) JIRA
General
1 26 (25.74%) Finance
2 5 (4.95%) Marketing
2 5 (4.95%) Pharmaceutical
2 5 (4.95%) Publishing
3 3 (2.97%) Back Office
4 1 (0.99%) Advertising
4 1 (0.99%) Banking
4 1 (0.99%) Legal
4 1 (0.99%) Manufacturing
Job Titles
1 24 (23.76%) Analyst
2 18 (17.82%) Developer
2 18 (17.82%) Software Engineer
3 15 (14.85%) C++ Software Engineer
4 13 (12.87%) Support Analyst
5 11 (10.89%) Applications Engineer
5 11 (10.89%) Applications Support
5 11 (10.89%) Applications Support Analyst
5 11 (10.89%) Applications Support Engineer
5 11 (10.89%) Support Engineer
5 11 (10.89%) Technical Analyst
5 11 (10.89%) Technical Engineer
5 11 (10.89%) Technical Support
5 11 (10.89%) Technical Support Analyst
5 11 (10.89%) Technical Support Engineer
6 8 (7.92%) Data Scientist
6 8 (7.92%) Software Developer
7 7 (6.93%) IT Analyst
8 6 (5.94%) Architect
8 6 (5.94%) Consultant
Libraries, Frameworks & Software Standards
1 5 (4.95%) .NET
1 5 (4.95%) HTML
2 4 (3.96%) Node.js
3 3 (2.97%) ASP.NET
3 3 (2.97%) ASP.NET MVC
3 3 (2.97%) GraphQL
3 3 (2.97%) HTML5
4 2 (1.98%) Natural Language Processing
4 2 (1.98%) Swing
4 2 (1.98%) SWT
5 1 (0.99%) AngularJS
5 1 (0.99%) CSS
5 1 (0.99%) jQuery
5 1 (0.99%) MDX
5 1 (0.99%) Middleware
5 1 (0.99%) RESTful
5 1 (0.99%) SAP Fiori
5 1 (0.99%) SAPUI5
5 1 (0.99%) SOAP
5 1 (0.99%) Web Services
Miscellaneous
1 21 (20.79%) Algorithms
2 15 (14.85%) Data Structures
3 14 (13.86%) Analytical Mindset
4 7 (6.93%) Self-Motivation
5 6 (5.94%) iPhone
6 3 (2.97%) Security Operations Centre
7 2 (1.98%) Client/Server
7 2 (1.98%) Life Science
7 2 (1.98%) User Experience
8 1 (0.99%) Cyberthreat
8 1 (0.99%) Driving Licence
8 1 (0.99%) Fintech
8 1 (0.99%) Management Information System
8 1 (0.99%) Mobile App
Operating Systems
1 12 (11.88%) Windows
2 10 (9.90%) Apple iOS
3 8 (7.92%) Windows 7
4 7 (6.93%) Linux
4 7 (6.93%) Windows 10
4 7 (6.93%) Windows Server 2008
4 7 (6.93%) Windows Server 2012
5 4 (3.96%) Android
6 2 (1.98%) Unix
7 1 (0.99%) Solaris
7 1 (0.99%) Windows Vista
7 1 (0.99%) Windows XP
Processes & Methodologies
1 32 (31.68%) Mathematics
2 28 (27.72%) Computer Science
3 26 (25.74%) Analytics
4 25 (24.75%) Problem-Solving
5 24 (23.76%) Software Engineering
6 19 (18.81%) Conceptual Models
7 18 (17.82%) Artificial Intelligence
8 15 (14.85%) Parallel Computing
8 15 (14.85%) Stakeholder Management
8 15 (14.85%) Visualisation
9 13 (12.87%) Agile Software Development
9 13 (12.87%) Data Analytics
9 13 (12.87%) Data Science
9 13 (12.87%) ITIL
10 11 (10.89%) Asset Management
10 11 (10.89%) Investment Management
11 10 (9.90%) Data Analysis
12 9 (8.91%) Data Modelling
12 9 (8.91%) Scrum
13 8 (7.92%) Machine Learning
Programming Languages
1 22 (21.78%) C++
2 13 (12.87%) SQL
3 12 (11.88%) Python
4 10 (9.90%) Java
5 9 (8.91%) C#
5 9 (8.91%) R
6 7 (6.93%) C
7 6 (5.94%) JavaScript
8 5 (4.95%) MATLAB
9 4 (3.96%) Bash Shell
9 4 (3.96%) PowerShell
9 4 (3.96%) Ruby
10 3 (2.97%) T-SQL
11 2 (1.98%) ABAP
11 2 (1.98%) Scala
11 2 (1.98%) XAML
12 1 (0.99%) Data Analysis Expressions (DAX)
12 1 (0.99%) PHP
12 1 (0.99%) PL/SQL
Qualifications
1 26 (25.74%) PhD
2 14 (13.86%) Degree
3 4 (3.96%) SAP Certification
4 3 (2.97%) (ISC)2 CCSP
4 3 (2.97%) CCSP
4 3 (2.97%) CEH
4 3 (2.97%) Cisco Certification
4 3 (2.97%) CISM
4 3 (2.97%) CISSP
4 3 (2.97%) Computer Science Degree
4 3 (2.97%) SANS
4 3 (2.97%) SSCP
5 2 (1.98%) ISEB
5 2 (1.98%) ISTQB
5 2 (1.98%) ISTQB Foundation Certification
5 2 (1.98%) Master's Degree
6 1 (0.99%) ACCA
6 1 (0.99%) CIMA
6 1 (0.99%) Microsoft Certification
6 1 (0.99%) TOGAF Certification
Quality Assurance & Compliance
1 5 (4.95%) Data Quality
2 4 (3.96%) QA
3 1 (0.99%) SLA
System Software
1 7 (6.93%) Active Directory
1 7 (6.93%) Hyper-V
Systems Management
1 4 (3.96%) SCCM
2 1 (0.99%) Backup Exec
2 1 (0.99%) Single Sign-On
Vendors
1 11 (10.89%) Microsoft
2 9 (8.91%) SAP
3 7 (6.93%) Veritas
4 6 (5.94%) Oracle
5 5 (4.95%) Tableau
6 4 (3.96%) New Relic
7 3 (2.97%) Google
8 2 (1.98%) RapidMiner
9 1 (0.99%) Alteryx
9 1 (0.99%) Hortonworks
9 1 (0.99%) Snow
9 1 (0.99%) Veeam
9 1 (0.99%) VMware