The following table provides summary statistics for permanent job vacancies advertised in Yorkshire with a requirement for Data Analysis skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analysis over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
England / Yorkshire
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 157 182 195
Rank change year-on-year +25 +13  
Permanent jobs citing Data Analysis 86 54 62
As % of all permanent IT jobs advertised in Yorkshire 1.59% 0.97% 0.91%
As % of the Processes & Methodologies category 1.73% 1.08% 1.01%
Number of salaries quoted 70 28 49
Median salary £45,000 £37,500 £37,500
Median salary % change year-on-year +20.00% -  
90% offered a salary of more than £25,100 £25,500 £28,000
10% offered a salary of more than £55,000 £65,000 £45,000
UK excluding London median salary £38,500 £40,000 £37,500
% change year-on-year -3.75% +6.66%  

Data Analysis is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 4964 4982 6117
As % of all permanent IT job vacancies advertised in Yorkshire 91.55% 89.75% 89.47%
Number of salaries quoted 4172 4172 5010
Median salary £45,000 £42,500 £40,000
Median salary % change year-on-year +5.88% +6.25%  
90% offered a salary of more than £30,000 £29,500 £27,500
10% offered a salary of more than £60,000 £60,000 £61,500
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in Yorkshire

The job posting trend of jobs advertised in Yorkshire citing Data Analysis as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Data Analysis in Yorkshire

Data Analysis
Salary Trend in Yorkshire

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Data Analysis in Yorkshire.

Salary trend for Data Analysis in Yorkshire

Data Analysis
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Analysis in Yorkshire over the 3 months to 26 June 2017.

Salary histogram for Data Analysis in Yorkshire

Data Analysis
Job Locations in Yorkshire

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Analysis within the Yorkshire region over the 3 months to 26 June 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
West Yorkshire +41 66 £45,000 +28.57% 12
South Yorkshire -2 11 £37,500 - 1
North Yorkshire 0 5 £25,500 -29.65%
East Yorkshire - 3 £23,500 -
Data Analysis
England

For the 6 months to 26 June 2017, IT jobs citing Data Analysis 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 Yorkshire region with a requirement for Data Analysis.

1 58 (36.94%) Analytical Skills
2 48 (30.57%) SQL
3 44 (28.03%) Finance
4 39 (24.84%) Analytics
5 34 (21.66%) Data Warehouse
6 29 (18.47%) Business Intelligence
7 26 (16.56%) Data Modelling
8 25 (15.92%) Business Analysis
9 24 (15.29%) Agile Software Development
9 24 (15.29%) SAS
10 23 (14.65%) SQL Server
11 22 (14.01%) Microsoft
11 22 (14.01%) Stakeholder Management
12 21 (13.38%) SPSS
13 20 (12.74%) Microsoft Excel
14 19 (12.10%) Retail
15 18 (11.46%) Stakeholder Engagement
16 17 (10.83%) Data Mining
17 16 (10.19%) MS Access
17 16 (10.19%) VBA
17 16 (10.19%) SQL Server Reporting Services
17 16 (10.19%) Multivariate Analysis
17 16 (10.19%) OpenUP
17 16 (10.19%) Pricing Strategy
18 15 (9.55%) JavaScript
19 14 (8.92%) Legal
20 13 (8.28%) Linux
20 13 (8.28%) SQL Server Integration Services
21 11 (7.01%) Salesforce.com
21 11 (7.01%) Programme Management

Data Analysis
Co-occurring IT Skills in Yorkshire 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 24 (15.29%) SAS
2 8 (5.10%) Apache
3 5 (3.18%) nginx
4 3 (1.91%) OpenEdge
5 2 (1.27%) SharePoint
6 1 (0.64%) IBM Notes
Applications
1 21 (13.38%) SPSS
2 20 (12.74%) Microsoft Excel
3 5 (3.18%) Microsoft Office
4 4 (2.55%) Spreadsheet
5 2 (1.27%) Microsoft PowerPoint
5 2 (1.27%) Microsoft Project
5 2 (1.27%) MS Visio
Business Applications
1 3 (1.91%) Dynamics CRM
2 2 (1.27%) Primavera
2 2 (1.27%) SAP HR
2 2 (1.27%) SAP S/4HANA
3 1 (0.64%) Dynamics AX
Cloud Services
1 9 (5.73%) Cloud Computing
2 5 (3.18%) Google Analytics
3 1 (0.64%) Adobe Analytics
3 1 (0.64%) Amazon AWS
3 1 (0.64%) CallidusCloud
3 1 (0.64%) Microsoft Azure
3 1 (0.64%) Office 365
Communications & Networking
1 3 (1.91%) Firewall
2 2 (1.27%) Network Security
2 2 (1.27%) TCP/IP
2 2 (1.27%) VPN
2 2 (1.27%) WAN
3 1 (0.64%) Cisco ASA
3 1 (0.64%) Cisco Nexus
3 1 (0.64%) DNS
3 1 (0.64%) DWDM
3 1 (0.64%) HTTP
3 1 (0.64%) HTTPS
3 1 (0.64%) Internet
3 1 (0.64%) IPsec
3 1 (0.64%) LAN
3 1 (0.64%) VLAN
3 1 (0.64%) VoIP
3 1 (0.64%) VPLS
3 1 (0.64%) Wi-Fi
3 1 (0.64%) Wireless
3 1 (0.64%) Wireless Security
Database & Business Intelligence
1 34 (21.66%) Data Warehouse
2 23 (14.65%) SQL Server
3 17 (10.83%) Data Mining
4 16 (10.19%) MS Access
4 16 (10.19%) SQL Server Reporting Services
5 13 (8.28%) SQL Server Integration Services
6 11 (7.01%) MySQL
6 11 (7.01%) Power BI
7 10 (6.37%) QlikView
8 8 (5.10%) SQL Server Analysis Services
9 7 (4.46%) Big Data
9 7 (4.46%) SQL Server 2012
10 5 (3.18%) BusinessObjects
10 5 (3.18%) Relational Database
11 4 (2.55%) RDBMS
11 4 (2.55%) SQL Server 2014
11 4 (2.55%) SQL Server 2016
12 3 (1.91%) Qlik Sense
13 2 (1.27%) SAP HANA
13 2 (1.27%) ZAP BI
Development Applications
1 6 (3.82%) Team Foundation Server
2 3 (1.91%) JIRA
2 3 (1.91%) JUnit
3 2 (1.27%) Git (software)
3 2 (1.27%) SQL Server Management Studio (SSMS)
4 1 (0.64%) Mockito
4 1 (0.64%) Selenium
General
1 44 (28.03%) Finance
2 19 (12.10%) Retail
3 14 (8.92%) Legal
4 9 (5.73%) Marketing
5 5 (3.18%) Law
6 2 (1.27%) General Ledger
7 1 (0.64%) Banking
7 1 (0.64%) Billing
7 1 (0.64%) Games
7 1 (0.64%) Local Government
7 1 (0.64%) Private Banking
7 1 (0.64%) Retail Banking
Job Titles
1 63 (40.13%) Analyst
2 45 (28.66%) Developer
3 33 (21.02%) Business Analyst
4 20 (12.74%) Data Scientist
5 16 (10.19%) Senior Analyst
6 12 (7.64%) Data Analyst
6 12 (7.64%) Senior Business Analyst
7 10 (6.37%) Senior Developer
8 9 (5.73%) Salesforce Developer
9 8 (5.10%) PHP Developer
9 8 (5.10%) Senior PHP Developer
10 7 (4.46%) Agile Business Analyst
10 7 (4.46%) Angular Developer
10 7 (4.46%) Insight Analyst
10 7 (4.46%) JavaScript Developer
11 6 (3.82%) Business Intelligence Developer
11 6 (3.82%) Data Insight Analyst
11 6 (3.82%) Finance Business Analyst
11 6 (3.82%) Financial Analyst
11 6 (3.82%) Insight Data Analyst
Libraries, Frameworks & Software Standards
1 8 (5.10%) Ajax
1 8 (5.10%) CSS
1 8 (5.10%) HTML
1 8 (5.10%) LAMP
2 7 (4.46%) AngularJS
3 6 (3.82%) .NET
4 5 (3.18%) LEMP Stack
5 4 (2.55%) ASP.NET
6 3 (1.91%) ODBC
6 3 (1.91%) Web Services
7 2 (1.27%) .NET Framework
7 2 (1.27%) Apache Thrift
7 2 (1.27%) ASP.NET MVC
7 2 (1.27%) ASP.NET Web API
7 2 (1.27%) Entity Framework
7 2 (1.27%) MDX
7 2 (1.27%) REST
8 1 (0.64%) Java SE
8 1 (0.64%) WCF
8 1 (0.64%) WPF
Miscellaneous
1 58 (36.94%) Analytical Skills
2 11 (7.01%) Management Information System
3 10 (6.37%) Computer Science
3 10 (6.37%) Linux Command Line
4 9 (5.73%) User Experience
5 3 (1.91%) Data Structures
5 3 (1.91%) Digital Media
5 3 (1.91%) FMCG
5 3 (1.91%) iPad
5 3 (1.91%) Mobile App
5 3 (1.91%) Smartphone
6 2 (1.27%) Driving Licence
6 2 (1.27%) Greenfield Project
6 2 (1.27%) NHS
6 2 (1.27%) Replication
6 2 (1.27%) Social Media
7 1 (0.64%) Algorithms
7 1 (0.64%) Cyberthreat
7 1 (0.64%) Distributed Denial-of-Service
7 1 (0.64%) Industrial Internet of Things
Operating Systems
1 13 (8.28%) Linux
2 2 (1.27%) Unix
2 2 (1.27%) Windows
3 1 (0.64%) Android
3 1 (0.64%) Apple iOS
Processes & Methodologies
1 39 (24.84%) Analytics
2 29 (18.47%) Business Intelligence
3 26 (16.56%) Data Modelling
4 25 (15.92%) Business Analysis
5 24 (15.29%) Agile Software Development
6 22 (14.01%) Stakeholder Management
7 18 (11.46%) Stakeholder Engagement
8 16 (10.19%) Multivariate Analysis
8 16 (10.19%) OpenUP
8 16 (10.19%) Pricing Strategy
9 11 (7.01%) ETL
9 11 (7.01%) Open Source
9 11 (7.01%) PRINCE2
9 11 (7.01%) Programme Management
9 11 (7.01%) Test Automation
10 10 (6.37%) Mathematics
10 10 (6.37%) Mentoring
10 10 (6.37%) SDLC
11 9 (5.73%) Data Deduplication
12 8 (5.10%) Coaching
Programming Languages
1 48 (30.57%) SQL
2 16 (10.19%) VBA
3 15 (9.55%) JavaScript
4 10 (6.37%) C#
5 9 (5.73%) Apex Code
5 9 (5.73%) T-SQL
6 8 (5.10%) PHP
7 6 (3.82%) VB
8 4 (2.55%) Java
8 4 (2.55%) Python
9 2 (1.27%) FoxPro (VFP)
9 2 (1.27%) R
9 2 (1.27%) VB6
10 1 (0.64%) Bash Shell
10 1 (0.64%) C++
10 1 (0.64%) MATLAB
Qualifications
1 10 (6.37%) Degree
2 6 (3.82%) ISEB
3 4 (2.55%) Numerate Degree
4 3 (1.91%) CISA
4 3 (1.91%) CISM
4 3 (1.91%) CISSP
5 1 (0.64%) CEH
5 1 (0.64%) ITIL Foundation Certificate
5 1 (0.64%) PhD
Quality Assurance & Compliance
1 8 (5.10%) Data Quality
2 5 (3.18%) QA
3 2 (1.27%) PCI DSS
4 1 (0.64%) Actionable Recommendations
4 1 (0.64%) COBIT
4 1 (0.64%) ISO/IEC 27001
4 1 (0.64%) PMO
4 1 (0.64%) SLA
Systems Management
1 1 (0.64%) Nessus
Vendors
1 22 (14.01%) Microsoft
2 11 (7.01%) Salesforce.com
2 11 (7.01%) Tableau
3 7 (4.46%) Oracle
4 5 (3.18%) Google
5 3 (1.91%) DoubleClick
5 3 (1.91%) Kenshoo
5 3 (1.91%) Marin
5 3 (1.91%) SAP
6 2 (1.27%) Cisco
6 2 (1.27%) Pega
7 1 (0.64%) Adobe
7 1 (0.64%) Apple
7 1 (0.64%) CheckPoint
7 1 (0.64%) Fortinet
7 1 (0.64%) Informatica
7 1 (0.64%) Juniper
7 1 (0.64%) Lotus
7 1 (0.64%) Qualys
7 1 (0.64%) Teradata
Leeds, West Yorkshire
HAYS INFORMATION TECHNOLOGY
Salary: £25000.00 per annum
Posted: 2 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 3 days ago
Leeds, West Yorkshire
Cadence Resourcing
Salary: £40000 - £50000 per annum + on application
Posted: 6 days ago
Leeds
Tectre Limited
Salary: £30,000 - £40,000 per year
Posted: 5 days ago
Leeds
Progressive Recruitment
Salary: competitive
Posted: 11 days ago
Leeds, West Yorkshire
Recruit 4 Talent
Salary: £40000 - £45000 Per Annum £40,000 - £45,000 + benefits
Posted: 6 days ago
Leeds
Telefonica
Posted: 25 days ago
Sheffield, South Yorkshire
Aviva
Salary: Competitive
Posted: 17 days ago
Leeds
Hays Specialist Recruitment
Salary: £45000.00 - £50000.00 per annum
Posted: 26 days ago