Period
to 14 December 2018

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 14 December 2018 with a comparison to the same period over the previous 2 years.

Analytical Skills
West Midlands > Warwickshire
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 16 40 30
Rank change year-on-year +24 -10 -4
Permanent jobs citing Analytical Skills 76 72 98
As % of all permanent IT jobs advertised in Warwickshire 11.38% 5.87% 8.49%
As % of the Miscellaneous category 25.25% 19.10% 24.87%
Number of salaries quoted 51 76 75
Warwickshire median annual salary £40,000 £42,250 £38,500
Median salary % change year-on-year -5.33% +9.74% +18.46%
10th Percentile £27,875 £21,500 £27,000
90th Percentile £57,500 £50,000 £52,500
West Midlands median annual salary £39,000 £42,500 £39,000
% change year-on-year -8.24% +8.97% +4.00%

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 301 377 394
As % of all permanent IT jobs advertised in Warwickshire 45.06% 30.73% 34.14%
Number of salaries quoted 205 328 312
Warwickshire median annual salary £42,500 £37,500 £37,500
Median salary % change year-on-year +13.33% - +7.14%
10th Percentile £26,000 £23,750 £22,500
90th Percentile £57,500 £57,500 £53,750
West Midlands median annual salary £45,000 £40,000 £40,000
% change year-on-year +12.50% - -

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 14 December 2018.

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 14 December 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
Warwick +25 31 £45,000 -10.00% 5
Stratford-upon-Avon +6 8 £29,750 -27.44% 1
Leamington Spa +19 7 £50,000 +49.25%
Gaydon +1 2 - -
Nuneaton -5 1 £42,500 +2.41% 2
Alcester - 1 £42,500 - 1
Analytical Skills
West Midlands

For the 6 months to 14 December 2018, 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 Warwickshire region with a requirement for Analytical Skills.

1 23 (30.26%) Microsoft Excel
1 23 (30.26%) Degree
2 20 (26.32%) SQL
3 18 (23.68%) Finance
3 18 (23.68%) Data Analysis
4 17 (22.37%) Agile Software Development
4 17 (22.37%) Business Intelligence
5 14 (18.42%) Problem-Solving
6 12 (15.79%) Microsoft
6 12 (15.79%) Stakeholder Management
7 11 (14.47%) SQL Server
7 11 (14.47%) Crystal Reports
7 11 (14.47%) SDLC
8 10 (13.16%) Marketing
8 10 (13.16%) Project Management
9 9 (11.84%) Risk Management
9 9 (11.84%) SQL Server Reporting Services
9 9 (11.84%) SQL Server Integration Services
10 8 (10.53%) QlikView
10 8 (10.53%) SQL Server Analysis Services
10 8 (10.53%) FastStats
10 8 (10.53%) Microsoft Azure
10 8 (10.53%) Tableau
10 8 (10.53%) User Stories
10 8 (10.53%) Scrum
10 8 (10.53%) Legal
10 8 (10.53%) T-SQL
10 8 (10.53%) MS Access
10 8 (10.53%) E-Commerce
10 8 (10.53%) ERP

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 4 (5.26%) Apache Spark
2 3 (3.95%) SAS
Applications
1 23 (30.26%) Microsoft Excel
2 6 (7.89%) Microsoft Office
3 1 (1.32%) Microsoft PowerPoint
3 1 (1.32%) MS Visio
3 1 (1.32%) SPSS
Business Applications
1 8 (10.53%) FastStats
2 1 (1.32%) HFM
Cloud Services
1 8 (10.53%) Microsoft Azure
2 6 (7.89%) Amazon AWS
3 2 (2.63%) GitHub
4 1 (1.32%) Azure Data Factory
4 1 (1.32%) Office 365
Communications & Networking
1 7 (9.21%) Internet
2 5 (6.58%) Firewall
3 4 (5.26%) LAN
3 4 (5.26%) MPLS
3 4 (5.26%) Network Security
3 4 (5.26%) SMS
3 4 (5.26%) WAN
4 2 (2.63%) BGP
4 2 (2.63%) Cisco ASA
4 2 (2.63%) Cisco Nexus
4 2 (2.63%) DNS
4 2 (2.63%) DWDM
4 2 (2.63%) RIP
4 2 (2.63%) SNMP
4 2 (2.63%) VLAN
4 2 (2.63%) VPN
5 1 (1.32%) SAN
Database & Business Intelligence
1 11 (14.47%) Crystal Reports
1 11 (14.47%) SQL Server
2 9 (11.84%) SQL Server Integration Services
2 9 (11.84%) SQL Server Reporting Services
3 8 (10.53%) MS Access
3 8 (10.53%) QlikView
3 8 (10.53%) SQL Server Analysis Services
4 7 (9.21%) Power BI
5 4 (5.26%) Big Data
5 4 (5.26%) Data Warehouse
5 4 (5.26%) Qlik Sense
6 3 (3.95%) Amazon QuickSight
6 3 (3.95%) Apache Hive
6 3 (3.95%) Azure SQL Database
6 3 (3.95%) Enterprise Data Warehouse
6 3 (3.95%) Hadoop
6 3 (3.95%) OLAP
7 1 (1.32%) BusinessObjects Business Intelligence
7 1 (1.32%) Geospatial Data
7 1 (1.32%) SQL Server 2016
Development Applications
1 2 (2.63%) Visual Studio
2 1 (1.32%) Selenium
2 1 (1.32%) SQL Server Management Studio (SSMS)
2 1 (1.32%) WebDriver
General
1 18 (23.68%) Finance
2 10 (13.16%) Marketing
3 8 (10.53%) Legal
4 7 (9.21%) Retail
4 7 (9.21%) Telecoms
5 5 (6.58%) Automotive
6 1 (1.32%) Billing
Job Titles
1 31 (40.79%) Analyst
2 9 (11.84%) Business Analyst
2 9 (11.84%) Developer
3 8 (10.53%) Business Intelligence Developer
3 8 (10.53%) SQL BI Developer
3 8 (10.53%) SQL Developer
4 5 (6.58%) Marketing Analyst
4 5 (6.58%) Report Analyst
5 4 (5.26%) Data Analyst
6 3 (3.95%) Data Scientist
6 3 (3.95%) Project Manager
6 3 (3.95%) Software Analyst
7 2 (2.63%) 1st/2nd Line Support
7 2 (2.63%) 1st/2nd Line Support Engineer
7 2 (2.63%) 2nd Line Engineer
7 2 (2.63%) Data Insight Analyst
7 2 (2.63%) DevOps Engineer
7 2 (2.63%) Insight Analyst
7 2 (2.63%) Insight Data Analyst
7 2 (2.63%) Marketing Insight Analyst
Libraries, Frameworks & Software Standards
1 2 (2.63%) Symfony
2 1 (1.32%) Kafka
Miscellaneous
1 6 (7.89%) Data Centre
2 4 (5.26%) Management Information System
2 4 (5.26%) Self-Motivation
3 3 (3.95%) Smart Meter
4 2 (2.63%) Analytical Mindset
4 2 (2.63%) CCTV
4 2 (2.63%) Driving Licence
4 2 (2.63%) FlexPod
4 2 (2.63%) Public Cloud
4 2 (2.63%) SCADA
4 2 (2.63%) Virtual Team
5 1 (1.32%) User Experience
Operating Systems
1 4 (5.26%) Windows
2 1 (1.32%) Unix
2 1 (1.32%) Windows Server
Processes & Methodologies
1 18 (23.68%) Data Analysis
2 17 (22.37%) Agile Software Development
2 17 (22.37%) Business Intelligence
3 14 (18.42%) Problem-Solving
4 12 (15.79%) Stakeholder Management
5 11 (14.47%) SDLC
6 10 (13.16%) Project Management
7 9 (11.84%) Risk Management
8 8 (10.53%) E-Commerce
8 8 (10.53%) ERP
8 8 (10.53%) Scrum
8 8 (10.53%) User Stories
9 7 (9.21%) Analytics
9 7 (9.21%) Business Process Mapping
9 7 (9.21%) Continuous Improvement
9 7 (9.21%) Project Planning
10 6 (7.89%) ITIL
11 5 (6.58%) Data Modelling
11 5 (6.58%) ETL
11 5 (6.58%) Statistics
Programming Languages
1 20 (26.32%) SQL
2 8 (10.53%) T-SQL
3 5 (6.58%) Python
3 5 (6.58%) VBA
4 4 (5.26%) R
5 2 (2.63%) PHP
6 1 (1.32%) Java
Qualifications
1 23 (30.26%) Degree
2 6 (7.89%) SC Cleared
2 6 (7.89%) Security Cleared
3 4 (5.26%) ISEB
4 2 (2.63%) CCNP
4 2 (2.63%) Cisco Certification
4 2 (2.63%) Computer Science Degree
4 2 (2.63%) Numerate Degree
5 1 (1.32%) CEH
5 1 (1.32%) CISM
5 1 (1.32%) CISSP
5 1 (1.32%) CREST Certified
5 1 (1.32%) ISO 27001 Lead Auditor
5 1 (1.32%) ISO 27001 Lead Implementer
5 1 (1.32%) Master's Degree
Quality Assurance & Compliance
1 6 (7.89%) Data Quality
2 4 (5.26%) ISO/IEC 27001
2 4 (5.26%) QA
2 4 (5.26%) SLA
3 3 (3.95%) GDPR
4 2 (2.63%) Cyber Essentials
4 2 (2.63%) ISO/IEC 27005
4 2 (2.63%) PMO
5 1 (1.32%) COBIT
5 1 (1.32%) ISO 14001
5 1 (1.32%) P3O
5 1 (1.32%) PCI DSS
System Software
1 3 (3.95%) Active Directory
1 3 (3.95%) VMware Infrastructure
2 2 (2.63%) Docker
2 2 (2.63%) Firmware
3 1 (1.32%) VMware ESXi
3 1 (1.32%) vSphere
Systems Management
1 2 (2.63%) Cisco Prime
1 2 (2.63%) FortiGate
1 2 (2.63%) Kubernetes
1 2 (2.63%) McAfee ePO
1 2 (2.63%) SCOM
2 1 (1.32%) Backup Exec
Vendors
1 12 (15.79%) Microsoft
2 8 (10.53%) Tableau
3 7 (9.21%) SAP
4 4 (5.26%) Cisco
4 4 (5.26%) Juniper
4 4 (5.26%) SolarWinds
5 3 (3.95%) Greenplum
5 3 (3.95%) Informatica
5 3 (3.95%) Talend
5 3 (3.95%) Teradata
5 3 (3.95%) VMware
6 2 (2.63%) CheckPoint
6 2 (2.63%) Dell
6 2 (2.63%) Google
6 2 (2.63%) McAfee
6 2 (2.63%) Red Box
7 1 (1.32%) Citrix
7 1 (1.32%) EMC
7 1 (1.32%) HP
7 1 (1.32%) NetApp