Period
to 19 November 2017

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 6 months to 19 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
Yorkshire > West Yorkshire
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 157 213 221
Rank change year-on-year +56 +8 -52
Permanent jobs citing Data Analysis 107 67 87
As % of all permanent IT jobs advertised in West Yorkshire 1.60% 0.88% 0.94%
As % of the Processes & Methodologies category 1.74% 0.97% 1.03%
Number of salaries quoted 98 57 64
West Yorkshire median annual salary £40,000 £42,500 £35,000
Median salary % change year-on-year -5.88% +21.43% +2.94%
10th Percentile £27,500 £25,000 £25,000
90th Percentile £60,000 £80,000 £49,250
Yorkshire median annual salary £40,000 £40,000 £35,000
% change year-on-year - +14.29% +2.94%

Data Analysis is in the Processes and Methodologies category. The following 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 or methodology skills.

All Process and Methodology Skills
West Yorkshire
Permanent vacancies with a requirement for process or methodology skills 6139 6930 8419
As % of all permanent IT jobs advertised in West Yorkshire 91.54% 91.08% 91.03%
Number of salaries quoted 5156 5943 6747
West Yorkshire median annual salary £42,500 £42,500 £42,000
Median salary % change year-on-year - +1.19% +5.00%
10th Percentile £26,750 £26,750 £26,250
90th Percentile £62,500 £64,950 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +1.27%

Data Analysis
Job Vacancy Trend in West Yorkshire

Job postings citing Data Analysis as a percentage of all IT jobs advertised in West Yorkshire.

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 6 months to 19 November 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 6 months to 19 November 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
Leeds +50 88 £40,000 -5.88% 6
Bradford +9 13 £38,750 -27.91%
Bingley - 2 £37,500 -
Dewsbury - 1 £27,500 -
Data Analysis
Yorkshire

For the 6 months to 19 November 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 68 (63.55%) SQL
2 46 (42.99%) Finance
3 41 (38.32%) Business Intelligence
3 41 (38.32%) Analytics
4 29 (27.10%) SAS
4 29 (27.10%) Stakeholder Management
5 28 (26.17%) ETL
5 28 (26.17%) Data Warehouse
6 23 (21.50%) Data Mining
7 22 (20.56%) Tableau
8 21 (19.63%) Analytical Skills
9 20 (18.69%) SQL Server
9 20 (18.69%) SQL Server Reporting Services
10 19 (17.76%) Data Analytics
11 18 (16.82%) Degree
12 16 (14.95%) Agile Software Development
12 16 (14.95%) Visualisation
13 15 (14.02%) SQL Server Integration Services
14 14 (13.08%) Data Visualisation
14 14 (13.08%) Data Modelling
15 13 (12.15%) Microsoft Excel
15 13 (12.15%) .NET
16 12 (11.21%) T-SQL
16 12 (11.21%) Data Transformation
16 12 (11.21%) SQL Server Analysis Services
16 12 (11.21%) Data Cleansing
17 11 (10.28%) Predictive Analytics
17 11 (10.28%) PL/SQL
17 11 (10.28%) VBA
17 11 (10.28%) Oracle

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 29 (27.10%) SAS
2 2 (1.87%) Apache Pig
2 2 (1.87%) Apache Spark
2 2 (1.87%) OpenEdge
Applications
1 13 (12.15%) Microsoft Excel
2 10 (9.35%) SPSS
3 7 (6.54%) Microsoft Office
4 1 (0.93%) Microsoft PowerPoint
4 1 (0.93%) Microsoft Project
4 1 (0.93%) MS Visio
Business Applications
1 1 (0.93%) Dynamics AX
1 1 (0.93%) Dynamics CRM
1 1 (0.93%) Dynamics NAV
1 1 (0.93%) Exchequer
1 1 (0.93%) SAP Business One
1 1 (0.93%) WebTrends
Cloud Services
1 1 (0.93%) CallidusCloud
1 1 (0.93%) Google Analytics
1 1 (0.93%) Google Cloud Platform
1 1 (0.93%) Google Tag Manager
1 1 (0.93%) Microsoft Azure
Communications & Networking
1 1 (0.93%) Firewall
1 1 (0.93%) Wireshark
Database & Business Intelligence
1 28 (26.17%) Data Warehouse
2 23 (21.50%) Data Mining
3 20 (18.69%) SQL Server
3 20 (18.69%) SQL Server Reporting Services
4 15 (14.02%) SQL Server Integration Services
5 12 (11.21%) SQL Server Analysis Services
6 9 (8.41%) Relational Database
7 8 (7.48%) MS Access
8 6 (5.61%) MySQL
9 5 (4.67%) Power BI
9 5 (4.67%) RDBMS
10 3 (2.80%) Big Data
10 3 (2.80%) PostgreSQL
10 3 (2.80%) QlikView
10 3 (2.80%) SAS Enterprise Guide
10 3 (2.80%) SQL Server 2005
10 3 (2.80%) SQL Server 2008
10 3 (2.80%) SQL Server 2012
10 3 (2.80%) SQL Server 2014
10 3 (2.80%) SQL Server 2016
General
1 46 (42.99%) Finance
2 5 (4.67%) General Ledger
2 5 (4.67%) Legal
3 3 (2.80%) Financial Institution
3 3 (2.80%) Marketing
4 2 (1.87%) Law
4 2 (1.87%) Publishing
4 2 (1.87%) Retail
5 1 (0.93%) Billing
Job Titles
1 52 (48.60%) Analyst
2 17 (15.89%) Business Analyst
3 16 (14.95%) Data Analyst
4 13 (12.15%) Consultant
5 11 (10.28%) Developer
6 10 (9.35%) Business Intelligence Consultant
6 10 (9.35%) Data Scientist
6 10 (9.35%) Trainer
7 9 (8.41%) Senior Analyst
8 7 (6.54%) Business Consultant
8 7 (6.54%) Report Analyst
8 7 (6.54%) Senior Business Consultant
8 7 (6.54%) Senior Business Intelligence Consultant
8 7 (6.54%) Senior Consultant
8 7 (6.54%) SQL Analyst
9 6 (5.61%) Regulatory Business Analyst
9 6 (5.61%) Senior Business Analyst
10 5 (4.67%) SAS Analyst
11 4 (3.74%) ASP.NET Developer
11 4 (3.74%) UML Business Analyst
Libraries, Frameworks & Software Standards
1 13 (12.15%) .NET
2 10 (9.35%) ASP.NET
2 10 (9.35%) MDX
3 2 (1.87%) JSON
3 2 (1.87%) ODBC
3 2 (1.87%) REST
3 2 (1.87%) SOAP
3 2 (1.87%) Web Services
3 2 (1.87%) XML
4 1 (0.93%) CSS
4 1 (0.93%) D3.js
4 1 (0.93%) FusionCharts
4 1 (0.93%) Google Maps API
4 1 (0.93%) HTML
4 1 (0.93%) Leaflet
4 1 (0.93%) OpenLayers
4 1 (0.93%) WCF
4 1 (0.93%) WPF
Miscellaneous
1 21 (19.63%) Analytical Skills
2 9 (8.41%) Computer Science
3 8 (7.48%) Management Information System
4 4 (3.74%) Fintech
5 3 (2.80%) Enterprise Software
5 3 (2.80%) Replication
6 2 (1.87%) Data Protection Act
6 2 (1.87%) Data Structures
6 2 (1.87%) Robotics
6 2 (1.87%) User Experience
7 1 (0.93%) Algorithms
7 1 (0.93%) FMCG
7 1 (0.93%) Greenfield Project
7 1 (0.93%) Reference Data
7 1 (0.93%) Smart City
Operating Systems
1 4 (3.74%) Linux
2 2 (1.87%) Android
2 2 (1.87%) Apple iOS
Processes & Methodologies
1 41 (38.32%) Analytics
1 41 (38.32%) Business Intelligence
2 29 (27.10%) Stakeholder Management
3 28 (26.17%) ETL
4 19 (17.76%) Data Analytics
5 16 (14.95%) Agile Software Development
5 16 (14.95%) Visualisation
6 14 (13.08%) Data Modelling
6 14 (13.08%) Data Visualisation
7 12 (11.21%) Data Cleansing
7 12 (11.21%) Data Transformation
8 11 (10.28%) Data Management
8 11 (10.28%) Predictive Analytics
9 10 (9.35%) Business Analytics
10 8 (7.48%) Business Analysis
10 8 (7.48%) Multivariate Analysis
10 8 (7.48%) OpenUP
10 8 (7.48%) Pricing Strategy
10 8 (7.48%) Stakeholder Engagement
11 7 (6.54%) PRINCE2
Programming Languages
1 68 (63.55%) SQL
2 12 (11.21%) T-SQL
3 11 (10.28%) PL/SQL
3 11 (10.28%) VBA
4 7 (6.54%) Python
5 5 (4.67%) C#
6 4 (3.74%) JavaScript
6 4 (3.74%) VB
7 3 (2.80%) FoxPro (VFP)
7 3 (2.80%) Java
7 3 (2.80%) R
7 3 (2.80%) VB6
8 2 (1.87%) C++
8 2 (1.87%) MATLAB
8 2 (1.87%) XPath
9 1 (0.93%) Bash Shell
9 1 (0.93%) Data Analysis Expressions (DAX)
9 1 (0.93%) Perl
9 1 (0.93%) PowerShell
Qualifications
1 18 (16.82%) Degree
2 2 (1.87%) Computer Science Degree
2 2 (1.87%) Master's Degree
Quality Assurance & Compliance
1 6 (5.61%) Data Quality
2 3 (2.80%) PMO
3 2 (1.87%) GDPR
3 2 (1.87%) ISO/IEC 27001
3 2 (1.87%) QA
4 1 (0.93%) SLA
Systems Management
1 1 (0.93%) Grafana
1 1 (0.93%) John the Ripper
1 1 (0.93%) Nagios
1 1 (0.93%) Nessus
Vendors
1 22 (20.56%) Tableau
2 11 (10.28%) Cognos
2 11 (10.28%) Oracle
3 6 (5.61%) Microsoft
4 4 (3.74%) Google
4 4 (3.74%) SAP
5 1 (0.93%) Apple
5 1 (0.93%) Callidus
5 1 (0.93%) Capita
5 1 (0.93%) Cisco
5 1 (0.93%) DoubleClick
5 1 (0.93%) Fortinet
5 1 (0.93%) Informatica
5 1 (0.93%) Juniper
5 1 (0.93%) Logi
5 1 (0.93%) Logi Analytics
5 1 (0.93%) MicroStrategy
5 1 (0.93%) Sage
5 1 (0.93%) Twitter