The following table provides summary statistics for permanent job vacancies advertised in West 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 22 June 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Yorkshire / West Yorkshire
3 months to
22 Jun 2017
Same period 2016 Same period 2015
Rank 121 167 157
Rank change year-on-year +46 -10  
Permanent jobs citing Data Analysis 68 38 51
As % of all permanent IT jobs advertised in West Yorkshire 1.94% 0.97% 1.11%
As % of the Processes & Methodologies category 2.09% 1.06% 1.23%
Number of salaries quoted 58 14 46
Median salary £45,000 £35,000 £37,500
Median salary % change year-on-year +28.57% -6.66%  
90% offered a salary of more than £27,500 £28,100 £28,000
10% offered a salary of more than £55,000 £65,000 £45,000
UK excluding London median salary £39,000 £40,000 £37,500
% change year-on-year -2.50% +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 West Yorkshire with a requirement for process and methodology skills.

Process & Methodology Skills
West Yorkshire
Permanent job vacancies with a requirement for process and methodology skills 3251 3601 4145
As % of all permanent IT job vacancies advertised in West Yorkshire 92.52% 91.56% 90.03%
Number of salaries quoted 2725 3011 3289
Median salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% -  
90% offered a salary of more than £30,000 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Data Analysis
Job Vacancy Trend in West Yorkshire

The job posting trend of jobs advertised in West 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 West Yorkshire

Data Analysis
Salary Trend in West Yorkshire

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

Salary trend for Data Analysis in West Yorkshire

Data Analysis
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Data Analysis in West Yorkshire over the 3 months to 22 June 2017.

Salary histogram for Data Analysis in West Yorkshire

Data Analysis
Job Locations in West 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 West Yorkshire region over the 3 months to 22 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
Leeds +27 53 £45,000 +28.57% 7
Bradford +7 11 £45,000 -30.76%
Wakefield - 2 £45,000 -
Dewsbury - 1 £27,500 -
Data Analysis
Yorkshire

For the 6 months to 22 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 West Yorkshire region with a requirement for Data Analysis.

1 50 (40.32%) Analytical Skills
2 40 (32.26%) SQL
3 37 (29.84%) Finance
4 31 (25.00%) Data Warehouse
5 28 (22.58%) Analytics
6 24 (19.35%) Business Intelligence
7 23 (18.55%) SAS
7 23 (18.55%) Data Modelling
7 23 (18.55%) Business Analysis
8 22 (17.74%) Stakeholder Management
9 21 (16.94%) SPSS
10 18 (14.52%) Agile Software Development
10 18 (14.52%) Stakeholder Engagement
11 17 (13.71%) Data Mining
11 17 (13.71%) SQL Server
12 16 (12.90%) Pricing Strategy
12 16 (12.90%) VBA
12 16 (12.90%) MS Access
12 16 (12.90%) Microsoft
12 16 (12.90%) OpenUP
12 16 (12.90%) Multivariate Analysis
13 15 (12.10%) Retail
14 14 (11.29%) Microsoft Excel
15 12 (9.68%) JavaScript
15 12 (9.68%) Legal
16 11 (8.87%) MySQL
16 11 (8.87%) PRINCE2
16 11 (8.87%) SQL Server Reporting Services
17 10 (8.06%) SQL Server Integration Services
17 10 (8.06%) Mathematics

Data Analysis
Co-occurring IT Skills in West 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 23 (18.55%) SAS
2 8 (6.45%) Apache
3 5 (4.03%) nginx
4 3 (2.42%) OpenEdge
Applications
1 21 (16.94%) SPSS
2 14 (11.29%) Microsoft Excel
3 5 (4.03%) Microsoft Office
4 2 (1.61%) Microsoft Project
5 1 (0.81%) Microsoft PowerPoint
5 1 (0.81%) MS Visio
Business Applications
1 2 (1.61%) Primavera
1 2 (1.61%) SAP HR
1 2 (1.61%) SAP S/4HANA
2 1 (0.81%) Dynamics CRM
Cloud Services
1 6 (4.84%) Cloud Computing
2 2 (1.61%) Google Analytics
3 1 (0.81%) Adobe Analytics
3 1 (0.81%) CallidusCloud
3 1 (0.81%) Microsoft Azure
3 1 (0.81%) Office 365
Communications & Networking
1 2 (1.61%) Firewall
1 2 (1.61%) Network Security
1 2 (1.61%) TCP/IP
1 2 (1.61%) WAN
2 1 (0.81%) DNS
2 1 (0.81%) DWDM
2 1 (0.81%) HTTP
2 1 (0.81%) HTTPS
2 1 (0.81%) IPsec
2 1 (0.81%) LAN
2 1 (0.81%) VLAN
2 1 (0.81%) VoIP
2 1 (0.81%) VPLS
2 1 (0.81%) VPN
2 1 (0.81%) Wireless
2 1 (0.81%) Wireless Security
Database & Business Intelligence
1 31 (25.00%) Data Warehouse
2 17 (13.71%) Data Mining
2 17 (13.71%) SQL Server
3 16 (12.90%) MS Access
4 11 (8.87%) MySQL
4 11 (8.87%) SQL Server Reporting Services
5 10 (8.06%) SQL Server Integration Services
6 8 (6.45%) Power BI
6 8 (6.45%) QlikView
7 6 (4.84%) SQL Server Analysis Services
8 5 (4.03%) SQL Server 2012
9 4 (3.23%) RDBMS
9 4 (3.23%) Relational Database
9 4 (3.23%) SQL Server 2014
9 4 (3.23%) SQL Server 2016
10 3 (2.42%) Big Data
10 3 (2.42%) BusinessObjects
11 2 (1.61%) SAP HANA
11 2 (1.61%) SQL Server 2005
11 2 (1.61%) SQL Server 2008
Development Applications
1 6 (4.84%) Team Foundation Server
2 2 (1.61%) SQL Server Management Studio (SSMS)
3 1 (0.81%) JUnit
3 1 (0.81%) Mockito
General
1 37 (29.84%) Finance
2 15 (12.10%) Retail
3 12 (9.68%) Legal
4 5 (4.03%) Law
5 4 (3.23%) Marketing
6 2 (1.61%) General Ledger
7 1 (0.81%) Billing
Job Titles
1 56 (45.16%) Analyst
2 34 (27.42%) Developer
3 32 (25.81%) Business Analyst
4 17 (13.71%) Data Scientist
5 16 (12.90%) Senior Analyst
6 12 (9.68%) Senior Business Analyst
7 11 (8.87%) Data Analyst
8 10 (8.06%) Senior Developer
9 9 (7.26%) Salesforce Developer
10 8 (6.45%) PHP Developer
10 8 (6.45%) Senior PHP Developer
11 7 (5.65%) Agile Business Analyst
11 7 (5.65%) Insight Analyst
12 6 (4.84%) Data Insight Analyst
12 6 (4.84%) Finance Business Analyst
12 6 (4.84%) Financial Analyst
12 6 (4.84%) Financial Business Analyst
12 6 (4.84%) Financial Services Business Analyst
12 6 (4.84%) Insight Data Analyst
12 6 (4.84%) Service Analyst
Libraries, Frameworks & Software Standards
1 8 (6.45%) Ajax
1 8 (6.45%) CSS
1 8 (6.45%) HTML
1 8 (6.45%) LAMP
2 6 (4.84%) .NET
3 5 (4.03%) LEMP Stack
4 4 (3.23%) AngularJS
4 4 (3.23%) ASP.NET
5 3 (2.42%) ODBC
6 2 (1.61%) .NET Framework
6 2 (1.61%) ASP.NET MVC
6 2 (1.61%) ASP.NET Web API
6 2 (1.61%) Entity Framework
6 2 (1.61%) Web Services
7 1 (0.81%) Java SE
7 1 (0.81%) WCF
7 1 (0.81%) WPF
Miscellaneous
1 50 (40.32%) Analytical Skills
2 8 (6.45%) Linux Command Line
2 8 (6.45%) Management Information System
3 5 (4.03%) Computer Science
4 4 (3.23%) User Experience
5 3 (2.42%) FMCG
5 3 (2.42%) iPad
6 2 (1.61%) Driving Licence
6 2 (1.61%) Greenfield Project
6 2 (1.61%) NHS
6 2 (1.61%) Replication
7 1 (0.81%) Cyberthreat
7 1 (0.81%) Data Protection Act
7 1 (0.81%) Data Structures
7 1 (0.81%) Distributed Denial-of-Service
7 1 (0.81%) Fat Client
7 1 (0.81%) Reference Data
7 1 (0.81%) Thin Client
Operating Systems
1 8 (6.45%) Linux
Processes & Methodologies
1 28 (22.58%) Analytics
2 24 (19.35%) Business Intelligence
3 23 (18.55%) Business Analysis
3 23 (18.55%) Data Modelling
4 22 (17.74%) Stakeholder Management
5 18 (14.52%) Agile Software Development
5 18 (14.52%) Stakeholder Engagement
6 16 (12.90%) Multivariate Analysis
6 16 (12.90%) OpenUP
6 16 (12.90%) Pricing Strategy
7 11 (8.87%) PRINCE2
8 10 (8.06%) ETL
8 10 (8.06%) Mathematics
8 10 (8.06%) Mentoring
8 10 (8.06%) SDLC
9 9 (7.26%) Data Deduplication
10 8 (6.45%) Coaching
10 8 (6.45%) Open Source
11 7 (5.65%) Data Visualisation
11 7 (5.65%) Visualisation
Programming Languages
1 40 (32.26%) SQL
2 16 (12.90%) VBA
3 12 (9.68%) JavaScript
4 10 (8.06%) C#
5 9 (7.26%) Apex Code
6 8 (6.45%) PHP
6 8 (6.45%) T-SQL
7 6 (4.84%) VB
8 2 (1.61%) FoxPro (VFP)
8 2 (1.61%) Java
8 2 (1.61%) VB6
9 1 (0.81%) Bash Shell
9 1 (0.81%) Python
Qualifications
1 6 (4.84%) ISEB
2 5 (4.03%) Degree
3 2 (1.61%) Numerate Degree
4 1 (0.81%) CEH
4 1 (0.81%) CISA
4 1 (0.81%) CISM
4 1 (0.81%) CISSP
Quality Assurance & Compliance
1 5 (4.03%) Data Quality
2 2 (1.61%) PCI DSS
3 1 (0.81%) COBIT
3 1 (0.81%) ISO/IEC 27001
3 1 (0.81%) PMO
3 1 (0.81%) QA
3 1 (0.81%) SLA
Systems Management
1 1 (0.81%) Nessus
Vendors
1 16 (12.90%) Microsoft
2 10 (8.06%) Salesforce.com
2 10 (8.06%) Tableau
3 4 (3.23%) Oracle
4 3 (2.42%) DoubleClick
4 3 (2.42%) Kenshoo
4 3 (2.42%) Marin
4 3 (2.42%) SAP
5 2 (1.61%) Google
6 1 (0.81%) Adobe
6 1 (0.81%) Apple
6 1 (0.81%) Callidus
6 1 (0.81%) CheckPoint
6 1 (0.81%) Cisco
6 1 (0.81%) Informatica
6 1 (0.81%) Juniper
6 1 (0.81%) Qualys
Leeds, West Yorkshire
Reflex Computer Recruitment
Salary: £26000 - £28000 per annum
Posted: 16 hours ago
Leeds, West Yorkshire
Cadence Resourcing
Salary: £40000 - £50000 per annum + on application
Posted: 2 days ago
Leeds
Progressive Recruitment
Salary: competitive
Posted: 7 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 6 days ago
Leeds, West Yorkshire
Recruit 4 Talent
Salary: £40000 - £45000 Per Annum £40,000 - £45,000 + benefits
Posted: 2 days ago
Leeds
Telefonica
Posted: 22 days ago
Leeds
Hays Specialist Recruitment
Salary: £45000.00 - £50000.00 per annum
Posted: 23 days ago