Period
to 21 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds 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 21 November 2017 with a comparison to the same period in the previous 2 years.

Data Analysis
6 months to
21 Nov 2017
Same period 2016 Same period 2015
Rank 136 187 223
Rank change year-on-year +51 +36 -26
Permanent jobs citing Data Analysis 91 45 51
As % of all permanent IT jobs advertised in Leeds 1.83% 0.83% 0.74%
As % of the Processes & Methodologies category 1.98% 0.92% 0.80%
Number of salaries quoted 86 32 42
Leeds median annual salary £40,000 £42,500 £36,875
Median salary % change year-on-year -5.88% +15.25% +5.36%
10th Percentile £27,500 £23,650 £26,250
90th Percentile £60,000 £80,000 £52,000
West Yorkshire median annual salary £40,000 £42,500 £35,000
% change year-on-year -5.88% +21.43% +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 Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Permanent vacancies with a requirement for process or methodology skills 4596 4891 6374
As % of all permanent IT jobs advertised in Leeds 92.25% 90.61% 91.96%
Number of salaries quoted 3862 4186 5074
Leeds median annual salary £45,000 £42,500 £42,500
Median salary % change year-on-year +5.88% - +6.25%
10th Percentile £27,500 £26,250 £27,000
90th Percentile £63,250 £62,500 £61,000
West Yorkshire median annual salary £42,500 £42,500 £42,000
% change year-on-year - +1.19% +5.00%

Data Analysis
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Analysis in Leeds

Data Analysis
Salary Trend in Leeds

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

Salary trend for Data Analysis in Leeds

Data Analysis
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Analysis in Leeds over the 6 months to 21 November 2017.

Salary histogram for Data Analysis in Leeds

For the 6 months to 21 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 Leeds region with a requirement for Data Analysis.

1 62 (68.13%) SQL
2 42 (46.15%) Finance
3 39 (42.86%) Analytics
4 38 (41.76%) Business Intelligence
5 29 (31.87%) SAS
6 28 (30.77%) ETL
6 28 (30.77%) Data Warehouse
7 26 (28.57%) Stakeholder Management
8 23 (25.27%) Data Mining
8 23 (25.27%) Tableau
9 19 (20.88%) SQL Server Reporting Services
10 18 (19.78%) Data Analytics
11 17 (18.68%) Degree
11 17 (18.68%) Visualisation
11 17 (18.68%) SQL Server
12 15 (16.48%) SQL Server Integration Services
12 15 (16.48%) Data Visualisation
12 15 (16.48%) Analytical Skills
13 13 (14.29%) .NET
13 13 (14.29%) Microsoft Excel
13 13 (14.29%) Data Transformation
13 13 (14.29%) Data Cleansing
14 12 (13.19%) SQL Server Analysis Services
14 12 (13.19%) Predictive Analytics
14 12 (13.19%) Data Modelling
14 12 (13.19%) T-SQL
15 11 (12.09%) VBA
15 11 (12.09%) Cognos
15 11 (12.09%) Oracle
15 11 (12.09%) Business Analytics

Data Analysis
Co-occurring IT Skills in Leeds 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 (31.87%) SAS
2 2 (2.20%) Apache Pig
2 2 (2.20%) Apache Spark
Applications
1 13 (14.29%) Microsoft Excel
2 10 (10.99%) SPSS
3 7 (7.69%) Microsoft Office
4 1 (1.10%) Microsoft PowerPoint
4 1 (1.10%) Microsoft Project
Business Applications
1 1 (1.10%) Dynamics AX
1 1 (1.10%) Dynamics CRM
1 1 (1.10%) Dynamics NAV
1 1 (1.10%) Exchequer
1 1 (1.10%) SAP Business One
Cloud Services
1 1 (1.10%) CallidusCloud
1 1 (1.10%) Google Analytics
1 1 (1.10%) Google Cloud Platform
1 1 (1.10%) Google Tag Manager
1 1 (1.10%) Microsoft Azure
Communications & Networking
1 1 (1.10%) Firewall
1 1 (1.10%) Wireshark
Database & Business Intelligence
1 28 (30.77%) Data Warehouse
2 23 (25.27%) Data Mining
3 19 (20.88%) SQL Server Reporting Services
4 17 (18.68%) SQL Server
5 15 (16.48%) SQL Server Integration Services
6 12 (13.19%) SQL Server Analysis Services
7 8 (8.79%) MS Access
8 6 (6.59%) MySQL
9 5 (5.49%) Relational Database
10 4 (4.40%) Power BI
11 3 (3.30%) Big Data
11 3 (3.30%) PostgreSQL
11 3 (3.30%) QlikView
11 3 (3.30%) RDBMS
11 3 (3.30%) SAS Enterprise Guide
11 3 (3.30%) SQL Server 2005
11 3 (3.30%) SQL Server 2008
11 3 (3.30%) SQL Server 2012
11 3 (3.30%) SQL Server 2014
11 3 (3.30%) SQL Server 2016
General
1 42 (46.15%) Finance
2 5 (5.49%) General Ledger
3 3 (3.30%) Financial Institution
3 3 (3.30%) Marketing
4 2 (2.20%) Retail
5 1 (1.10%) Billing
5 1 (1.10%) Law
5 1 (1.10%) Legal
Job Titles
1 41 (45.05%) Analyst
2 14 (15.38%) Business Analyst
3 13 (14.29%) Data Analyst
4 12 (13.19%) Consultant
5 11 (12.09%) Trainer
6 10 (10.99%) Business Intelligence Consultant
6 10 (10.99%) Data Scientist
6 10 (10.99%) Developer
7 7 (7.69%) Business Consultant
7 7 (7.69%) Report Analyst
7 7 (7.69%) Senior Business Consultant
7 7 (7.69%) Senior Business Intelligence Consultant
7 7 (7.69%) Senior Consultant
8 6 (6.59%) Regulatory Business Analyst
8 6 (6.59%) Senior Analyst
8 6 (6.59%) SQL Analyst
9 5 (5.49%) SAS Analyst
10 4 (4.40%) .NET Developer
10 4 (4.40%) ASP.NET Developer
10 4 (4.40%) Financial Analyst
Libraries, Frameworks & Software Standards
1 13 (14.29%) .NET
2 10 (10.99%) ASP.NET
2 10 (10.99%) MDX
3 2 (2.20%) JSON
3 2 (2.20%) REST
3 2 (2.20%) SOAP
3 2 (2.20%) Web Services
3 2 (2.20%) XML
4 1 (1.10%) CSS
4 1 (1.10%) D3.js
4 1 (1.10%) FusionCharts
4 1 (1.10%) Google Maps API
4 1 (1.10%) HTML
4 1 (1.10%) Leaflet
4 1 (1.10%) OpenLayers
4 1 (1.10%) WCF
4 1 (1.10%) WPF
Miscellaneous
1 15 (16.48%) Analytical Skills
2 9 (9.89%) Computer Science
3 4 (4.40%) Fintech
3 4 (4.40%) Management Information System
4 3 (3.30%) Enterprise Software
4 3 (3.30%) Replication
5 2 (2.20%) Data Structures
5 2 (2.20%) User Experience
6 1 (1.10%) Algorithms
6 1 (1.10%) FMCG
6 1 (1.10%) Reference Data
6 1 (1.10%) Smart City
Operating Systems
1 2 (2.20%) Android
1 2 (2.20%) Apple iOS
1 2 (2.20%) Linux
Processes & Methodologies
1 39 (42.86%) Analytics
2 38 (41.76%) Business Intelligence
3 28 (30.77%) ETL
4 26 (28.57%) Stakeholder Management
5 18 (19.78%) Data Analytics
6 17 (18.68%) Visualisation
7 15 (16.48%) Data Visualisation
8 13 (14.29%) Data Cleansing
8 13 (14.29%) Data Transformation
9 12 (13.19%) Data Modelling
9 12 (13.19%) Predictive Analytics
10 11 (12.09%) Business Analytics
11 10 (10.99%) Agile Software Development
12 9 (9.89%) Data Management
13 8 (8.79%) Multivariate Analysis
13 8 (8.79%) OpenUP
13 8 (8.79%) Pricing Strategy
13 8 (8.79%) Stakeholder Engagement
14 6 (6.59%) User Acceptance Testing
15 5 (5.49%) Mathematics
Programming Languages
1 62 (68.13%) SQL
2 12 (13.19%) T-SQL
3 11 (12.09%) VBA
4 9 (9.89%) PL/SQL
5 5 (5.49%) Python
6 4 (4.40%) C#
6 4 (4.40%) JavaScript
7 3 (3.30%) FoxPro (VFP)
7 3 (3.30%) R
7 3 (3.30%) VB
7 3 (3.30%) VB6
8 2 (2.20%) MATLAB
8 2 (2.20%) XPath
9 1 (1.10%) Bash Shell
9 1 (1.10%) Data Analysis Expressions (DAX)
9 1 (1.10%) Java
9 1 (1.10%) Perl
9 1 (1.10%) PowerShell
Qualifications
1 17 (18.68%) Degree
2 2 (2.20%) Computer Science Degree
2 2 (2.20%) Master's Degree
Quality Assurance & Compliance
1 3 (3.30%) Data Quality
2 2 (2.20%) QA
3 1 (1.10%) GDPR
3 1 (1.10%) PMO
3 1 (1.10%) SLA
Systems Management
1 1 (1.10%) Grafana
1 1 (1.10%) John the Ripper
1 1 (1.10%) Nagios
1 1 (1.10%) Nessus
Vendors
1 23 (25.27%) Tableau
2 11 (12.09%) Cognos
2 11 (12.09%) Oracle
3 4 (4.40%) Google
3 4 (4.40%) Microsoft
4 1 (1.10%) Apple
4 1 (1.10%) Callidus
4 1 (1.10%) Capita
4 1 (1.10%) Cisco
4 1 (1.10%) DoubleClick
4 1 (1.10%) Fortinet
4 1 (1.10%) Informatica
4 1 (1.10%) Juniper
4 1 (1.10%) Logi
4 1 (1.10%) Logi Analytics
4 1 (1.10%) MicroStrategy
4 1 (1.10%) Sage
4 1 (1.10%) SAP
4 1 (1.10%) Twitter