Period
to 15 December 2017

The table below looks at the prevalence of the term Analytical Skills in permanent job vacancies advertised in Warwickshire. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytical Skills over the 6 months to 15 December 2017 with a comparison to the same period over the previous 2 years.

Analytical Skills
West Midlands > Warwickshire
6 months to
15 Dec 2017
Same period 2016 Same period 2015
Rank 40 28 24
Rank change year-on-year -12 -4 +16
Permanent jobs citing Analytical Skills 72 98 126
As % of all permanent IT jobs advertised in Warwickshire 5.94% 8.49% 8.98%
As % of the Miscellaneous category 17.87% 24.56% 25.98%
Number of salaries quoted 76 75 86
Warwickshire median annual salary £42,250 £38,500 £32,500
Median salary % change year-on-year +9.74% +18.46% +3.17%
10th Percentile £21,500 £27,000 £22,500
90th Percentile £50,000 £52,500 £53,750
West Midlands median annual salary £42,500 £38,750 £37,500
% change year-on-year +9.68% +3.33% -10.71%

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 Warwickshire with a requirement for generic IT skills.

All Generic IT Skills
Warwickshire
Permanent vacancies with a requirement for generic IT skills 403 399 485
As % of all permanent IT jobs advertised in Warwickshire 33.22% 34.58% 34.57%
Number of salaries quoted 352 324 381
Warwickshire median annual salary £35,000 £37,500 £37,500
Median salary % change year-on-year -6.67% - -6.25%
10th Percentile £22,500 £21,250 £22,500
90th Percentile £57,500 £52,500 £55,000
West Midlands median annual salary £40,000 £40,000 £40,000

Analytical Skills
Job Vacancy Trend in Warwickshire

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

Job vacancy trend for Analytical Skills in Warwickshire

Analytical Skills
Salary Trend in Warwickshire

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

Salary trend for Analytical Skills in Warwickshire

Analytical Skills
Salary Histogram in Warwickshire

The salary distribution of IT jobs citing Analytical Skills in Warwickshire over the 6 months to 15 December 2017.

Salary histogram for Analytical Skills in Warwickshire

Analytical Skills
Job Locations in Warwickshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Analytical Skills within the Warwickshire region over the 6 months to 15 December 2017. 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
Warwick +4 21 £50,000 +47.06% 1
Nuneaton -1 12 £41,500 +12.16%
Stratford-upon-Avon -12 6 £41,000 -8.89%
Rugby 0 5 £40,000 +37.93%
Leamington Spa -26 5 £33,500 +11.67%
Gaydon - 3 £34,000 -
Analytical Skills
West Midlands

For the 6 months to 15 December 2017, 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 Warwickshire region with a requirement for Analytical Skills.

1 27 (37.50%) SQL
2 26 (36.11%) Analytics
3 19 (26.39%) Python
3 19 (26.39%) R
4 16 (22.22%) Marketing
5 14 (19.44%) Degree
6 13 (18.06%) SAS
6 13 (18.06%) Microsoft
7 12 (16.67%) SPSS
8 11 (15.28%) Microsoft Excel
8 11 (15.28%) Big Data
9 10 (13.89%) Microsoft Azure
9 10 (13.89%) Azure Data Factory
9 10 (13.89%) CSS
9 10 (13.89%) Cognos
9 10 (13.89%) HTML
9 10 (13.89%) JavaScript
9 10 (13.89%) IBM
9 10 (13.89%) Information Management
9 10 (13.89%) Stakeholder Management
10 9 (12.50%) Finance
10 9 (12.50%) Data Analytics
11 8 (11.11%) Change Management
11 8 (11.11%) Project Management
11 8 (11.11%) .NET
11 8 (11.11%) Business Intelligence
12 7 (9.72%) LAN
12 7 (9.72%) WAN
12 7 (9.72%) ITIL
12 7 (9.72%) Firewall

Analytical Skills
Co-occurring IT Skills in Warwickshire 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 13 (18.06%) SAS
2 4 (5.56%) OpenEdge
Applications
1 12 (16.67%) SPSS
2 11 (15.28%) Microsoft Excel
3 5 (6.94%) Microsoft Office
4 3 (4.17%) Microsoft PowerPoint
5 2 (2.78%) MS Visio
6 1 (1.39%) Microsoft Project
Business Applications
1 1 (1.39%) SAP CRM
Cloud Services
1 10 (13.89%) Azure Data Factory
1 10 (13.89%) Microsoft Azure
2 4 (5.56%) Azure Machine Learning
3 2 (2.78%) Google Cloud Platform
Communications & Networking
1 7 (9.72%) Firewall
1 7 (9.72%) LAN
1 7 (9.72%) WAN
2 6 (8.33%) Network Security
3 4 (5.56%) Internet
3 4 (5.56%) TCP/IP
3 4 (5.56%) TETRA
4 3 (4.17%) BGP
4 3 (4.17%) Cisco ASA
4 3 (4.17%) Cisco Nexus
4 3 (4.17%) MPLS
4 3 (4.17%) RIP
4 3 (4.17%) VLAN
5 1 (1.39%) Intranet
Database & Business Intelligence
1 11 (15.28%) Big Data
2 7 (9.72%) SAS Enterprise Guide
3 6 (8.33%) SQL Server
3 6 (8.33%) SQL Server Integration Services
4 4 (5.56%) DataStage
4 4 (5.56%) Power BI
5 3 (4.17%) BusinessObjects
6 2 (2.78%) BigQuery
Development Applications
1 1 (1.39%) Git (software)
1 1 (1.39%) Team Foundation Server
General
1 16 (22.22%) Marketing
2 9 (12.50%) Finance
3 5 (6.94%) Manufacturing
4 4 (5.56%) Automotive
4 4 (5.56%) Telecoms
5 1 (1.39%) Publishing
5 1 (1.39%) Retail
Job Titles
1 34 (47.22%) Analyst
2 21 (29.17%) Developer
3 12 (16.67%) Business Analyst
4 10 (13.89%) Marketing Analyst
5 8 (11.11%) Big Data Developer
6 7 (9.72%) Graduate
7 6 (8.33%) Graduate Developer
8 5 (6.94%) Data Analyst
8 5 (6.94%) Junior
8 5 (6.94%) Senior Developer
8 5 (6.94%) SQL Developer
9 4 (5.56%) Graduate SQL Developer
9 4 (5.56%) Junior Developer
9 4 (5.56%) Progress Developer
9 4 (5.56%) Senior Progress Developer
9 4 (5.56%) Technical Support
10 3 (4.17%) Manufacturing Engineering Business Analyst
10 3 (4.17%) Network Engineer
11 2 (2.78%) IT Auditor
11 2 (2.78%) Statistical Analyst
Libraries, Frameworks & Software Standards
1 10 (13.89%) CSS
1 10 (13.89%) HTML
2 8 (11.11%) .NET
3 4 (5.56%) Laravel
3 4 (5.56%) NativeScript
4 2 (2.78%) ASP.NET
4 2 (2.78%) ASP.NET MVC
4 2 (2.78%) jQuery
5 1 (1.39%) .NET Framework
5 1 (1.39%) Ajax
5 1 (1.39%) ASP.NET Web API
5 1 (1.39%) CSS3
5 1 (1.39%) Entity Framework
5 1 (1.39%) HTML5
5 1 (1.39%) XML
Miscellaneous
1 3 (4.17%) Computer Science
1 3 (4.17%) Data Centre
2 2 (2.78%) Management Information System
3 1 (1.39%) Data Structures
3 1 (1.39%) Driving Licence
Operating Systems
1 2 (2.78%) Unix
1 2 (2.78%) Windows
Processes & Methodologies
1 26 (36.11%) Analytics
2 10 (13.89%) Information Management
2 10 (13.89%) Stakeholder Management
3 9 (12.50%) Data Analytics
4 8 (11.11%) Business Intelligence
4 8 (11.11%) Change Management
4 8 (11.11%) Project Management
5 7 (9.72%) Actionable Insight
5 7 (9.72%) ITIL
6 6 (8.33%) Continuous Improvement
7 5 (6.94%) Business Analysis
7 5 (6.94%) Change Control
7 5 (6.94%) Customer Analytics
7 5 (6.94%) Process Improvement
7 5 (6.94%) Resource Allocation
7 5 (6.94%) Trend Analysis
7 5 (6.94%) Web Development
8 4 (5.56%) Agile Software Development
8 4 (5.56%) Incident Management
8 4 (5.56%) Service Delivery
Programming Languages
1 27 (37.50%) SQL
2 19 (26.39%) Python
2 19 (26.39%) R
3 10 (13.89%) JavaScript
4 5 (6.94%) VBA
5 4 (5.56%) OpenEdge ABL
5 4 (5.56%) PHP
6 2 (2.78%) C#
7 1 (1.39%) Java
7 1 (1.39%) T-SQL
Qualifications
1 14 (19.44%) Degree
2 6 (8.33%) Numerate Degree
3 5 (6.94%) HNC
4 2 (2.78%) CISA
4 2 (2.78%) MBA
5 1 (1.39%) A+ Certification
5 1 (1.39%) CCNA
5 1 (1.39%) Cisco Certification
5 1 (1.39%) ISEB
5 1 (1.39%) Six Sigma Green Belt
Quality Assurance & Compliance
1 6 (8.33%) QA
2 5 (6.94%) PMO
3 2 (2.78%) COBIT
3 2 (2.78%) SLA
4 1 (1.39%) Data Quality
Systems Management
1 3 (4.17%) FortiGate
2 2 (2.78%) QRadar
3 1 (1.39%) HP Quality Center
3 1 (1.39%) SCCM
Vendors
1 13 (18.06%) Microsoft
2 10 (13.89%) Cognos
2 10 (13.89%) IBM
3 6 (8.33%) Cisco
4 5 (6.94%) CheckPoint
5 4 (5.56%) Motorola
5 4 (5.56%) Progress
5 4 (5.56%) Telerik
6 3 (4.17%) Juniper
6 3 (4.17%) Tableau
7 2 (2.78%) AlienVault
7 2 (2.78%) ArcSight
7 2 (2.78%) Blue Coat
7 2 (2.78%) Google
7 2 (2.78%) Palo Alto
8 1 (1.39%) Citrix
8 1 (1.39%) HP
8 1 (1.39%) LANDesk
8 1 (1.39%) SAP
8 1 (1.39%) VMware