Period
to 22 November 2017

The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Data Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Data Analytics over the 6 months to 22 November 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
6 months to
22 Nov 2017
Same period 2016 Same period 2015
Rank 162 180 257
Rank change year-on-year +18 +77 +5
Permanent jobs citing Data Analytics 51 58 13
As % of all permanent IT jobs advertised in Leeds 1.02% 1.06% 0.19%
As % of the Processes & Methodologies category 1.11% 1.17% 0.21%
Number of salaries quoted 45 47 8
Leeds median annual salary £42,500 £50,000 £41,000
Median salary % change year-on-year -15.00% +21.95% -48.75%
10th Percentile £32,500 £38,750 £35,875
90th Percentile £66,500 £75,250 £46,750
West Yorkshire median annual salary £39,500 £51,250 £41,000
% change year-on-year -22.93% +25.00% -48.75%

Data Analytics 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 4605 4942 6307
As % of all permanent IT jobs advertised in Leeds 92.21% 90.73% 91.97%
Number of salaries quoted 3867 4234 5011
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 £43,000 £42,500 £42,000
% change year-on-year +1.18% +1.19% +5.00%

Data Analytics
Job Vacancy Trend in Leeds

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

Job vacancy trend for Data Analytics in Leeds

Data Analytics
Salary Trend in Leeds

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

Salary trend for Data Analytics in Leeds

Data Analytics
Salary Histogram in Leeds

The salary distribution of IT jobs citing Data Analytics in Leeds over the 6 months to 22 November 2017.

Salary histogram for Data Analytics in Leeds

For the 6 months to 22 November 2017, IT jobs citing Data Analytics 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 Analytics.

1 51 (100.00%) Analytics
2 25 (49.02%) Data Mining
3 24 (47.06%) Business Intelligence
4 21 (41.18%) SQL
5 18 (35.29%) Data Analysis
5 18 (35.29%) Visualisation
6 16 (31.37%) SAS
6 16 (31.37%) Finance
7 15 (29.41%) Data Visualisation
7 15 (29.41%) Tableau
8 13 (25.49%) Statistical Modelling
8 13 (25.49%) Microsoft Excel
9 12 (23.53%) ETL
9 12 (23.53%) Business Analytics
9 12 (23.53%) Data Transformation
10 11 (21.57%) Analytical Skills
10 11 (21.57%) Data Cleansing
10 11 (21.57%) Predictive Analytics
10 11 (21.57%) Cognos
10 11 (21.57%) Data Warehouse
11 10 (19.61%) Data Modelling
11 10 (19.61%) Microsoft
11 10 (19.61%) BusinessObjects
11 10 (19.61%) Marketing
12 9 (17.65%) Predictive Modelling
12 9 (17.65%) VB
13 7 (13.73%) R
13 7 (13.73%) Big Data
14 6 (11.76%) Social Media
14 6 (11.76%) Open Source

Data Analytics
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 16 (31.37%) SAS
2 1 (1.96%) CMS
2 1 (1.96%) Drupal
2 1 (1.96%) EPiServer
2 1 (1.96%) TYPO3
Applications
1 13 (25.49%) Microsoft Excel
2 1 (1.96%) Microsoft Office
2 1 (1.96%) Photoshop
2 1 (1.96%) SPSS
Cloud Services
1 1 (1.96%) CallidusCloud
1 1 (1.96%) Google Analytics
1 1 (1.96%) Google Cloud Platform
Database & Business Intelligence
1 25 (49.02%) Data Mining
2 11 (21.57%) Data Warehouse
3 10 (19.61%) BusinessObjects
4 7 (13.73%) Big Data
5 2 (3.92%) GIS
5 2 (3.92%) Hadoop
5 2 (3.92%) Lumira
5 2 (3.92%) Power BI
5 2 (3.92%) SQL Server
6 1 (1.96%) BigQuery
6 1 (1.96%) QlikView
6 1 (1.96%) Spotfire
6 1 (1.96%) SQL Server Reporting Services
General
1 16 (31.37%) Finance
2 10 (19.61%) Marketing
3 3 (5.88%) Legal
4 1 (1.96%) Billing
4 1 (1.96%) Manufacturing
4 1 (1.96%) Publishing
4 1 (1.96%) Retail
Job Titles
1 13 (25.49%) Analyst
2 11 (21.57%) Trainer
3 7 (13.73%) Developer
4 6 (11.76%) Data Analyst
4 6 (11.76%) Lead Systems Engineer
4 6 (11.76%) Report Analyst
4 6 (11.76%) Systems Engineer
5 5 (9.80%) Data Scientist
6 4 (7.84%) SAS Analyst
6 4 (7.84%) SQL Analyst
6 4 (7.84%) SQL Reporting Analyst
7 2 (3.92%) Consultant
7 2 (3.92%) Data Analytics Analyst
7 2 (3.92%) Data Visualisation Analyst
7 2 (3.92%) Excel Analyst
7 2 (3.92%) Governance Manager
7 2 (3.92%) Information Governance Manager
7 2 (3.92%) Information Manager
7 2 (3.92%) Senior Analyst
7 2 (3.92%) Senior Reporting Analyst
Libraries, Frameworks & Software Standards
1 1 (1.96%) .NET
1 1 (1.96%) .NET Framework
1 1 (1.96%) Apache Flex
1 1 (1.96%) ASP.NET
1 1 (1.96%) CSS
1 1 (1.96%) D3.js
1 1 (1.96%) FusionCharts
1 1 (1.96%) Google Maps API
1 1 (1.96%) HTML
1 1 (1.96%) Leaflet
1 1 (1.96%) OpenLayers
Miscellaneous
1 11 (21.57%) Analytical Skills
2 6 (11.76%) NHS
2 6 (11.76%) Social Media
3 5 (9.80%) Greenfield Project
4 4 (7.84%) Algorithms
5 1 (1.96%) Blog
5 1 (1.96%) Client/Server
5 1 (1.96%) Data Structures
5 1 (1.96%) Management Information System
5 1 (1.96%) Photography
5 1 (1.96%) Reference Data
5 1 (1.96%) Smart City
5 1 (1.96%) User Experience
Operating Systems
1 1 (1.96%) Linux
1 1 (1.96%) Unix
Processes & Methodologies
1 51 (100.00%) Analytics
2 24 (47.06%) Business Intelligence
3 18 (35.29%) Data Analysis
3 18 (35.29%) Visualisation
4 15 (29.41%) Data Visualisation
5 13 (25.49%) Statistical Modelling
6 12 (23.53%) Business Analytics
6 12 (23.53%) Data Transformation
6 12 (23.53%) ETL
7 11 (21.57%) Data Cleansing
7 11 (21.57%) Predictive Analytics
8 10 (19.61%) Data Modelling
9 9 (17.65%) Predictive Modelling
10 6 (11.76%) Mentoring
10 6 (11.76%) Open Source
10 6 (11.76%) Stakeholder Management
10 6 (11.76%) Web Development
11 5 (9.80%) Data Management
11 5 (9.80%) Machine Learning
11 5 (9.80%) Mathematics
Programming Languages
1 21 (41.18%) SQL
2 9 (17.65%) VB
3 7 (13.73%) R
4 6 (11.76%) Python
5 2 (3.92%) MATLAB
6 1 (1.96%) C#
6 1 (1.96%) JavaScript
6 1 (1.96%) VBA
Qualifications
1 4 (7.84%) PhD
2 1 (1.96%) Degree
2 1 (1.96%) Postgraduate
Quality Assurance & Compliance
1 2 (3.92%) Data Quality
2 1 (1.96%) ISO/IEC 27001
2 1 (1.96%) PMO
2 1 (1.96%) SLA
Systems Management
1 1 (1.96%) Grafana
Vendors
1 15 (29.41%) Tableau
2 11 (21.57%) Cognos
3 10 (19.61%) Microsoft
4 4 (7.84%) Facebook
4 4 (7.84%) Twitter
5 3 (5.88%) Google
6 2 (3.92%) SAP
7 1 (1.96%) Apple
7 1 (1.96%) Callidus
7 1 (1.96%) Informatica
7 1 (1.96%) Oracle