Period
to 18 November 2017

The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire 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 18 November 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
Yorkshire > West Yorkshire
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 212 211 301
Rank change year-on-year -1 +90 +2
Permanent jobs citing Data Analytics 51 68 12
As % of all permanent IT jobs advertised in West Yorkshire 0.76% 0.89% 0.13%
As % of the Processes & Methodologies category 0.83% 0.97% 0.14%
Number of salaries quoted 44 57 8
West Yorkshire median annual salary £42,500 £52,500 £41,000
Median salary % change year-on-year -19.05% +28.05% -48.75%
10th Percentile £32,500 £41,750 £35,875
90th Percentile £66,750 £75,250 £46,750
Yorkshire median annual salary £42,500 £52,500 £41,000
% change year-on-year -19.05% +28.05% -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 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 6155 6987 8465
As % of all permanent IT jobs advertised in West Yorkshire 91.55% 91.05% 91.02%
Number of salaries quoted 5168 5991 6785
West Yorkshire median annual salary £42,500 £42,500 £41,500
Median salary % change year-on-year - +2.41% +3.75%
10th Percentile £26,750 £26,750 £26,250
90th Percentile £62,500 £64,750 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% +0.69%

Data Analytics
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Data Analytics in West Yorkshire

Data Analytics
Salary Trend in West Yorkshire

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

Salary trend for Data Analytics in West Yorkshire

Data Analytics
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Data Analytics in West Yorkshire over the 6 months to 18 November 2017.

Salary histogram for Data Analytics in West Yorkshire

Data Analytics
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 Analytics within the West Yorkshire region over the 6 months to 18 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 +13 48 £42,500 -15.00% 1
Bingley - 2 £37,500 -
Wakefield - 1 - -
Data Analytics
Yorkshire

For the 6 months to 18 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 West Yorkshire region with a requirement for Data Analytics.

1 51 (100.00%) Analytics
2 25 (49.02%) Business Intelligence
3 24 (47.06%) Data Mining
4 20 (39.22%) SQL
5 19 (37.25%) Data Analysis
6 17 (33.33%) Visualisation
7 15 (29.41%) SAS
7 15 (29.41%) Finance
8 14 (27.45%) Data Visualisation
8 14 (27.45%) Tableau
9 13 (25.49%) Statistical Modelling
9 13 (25.49%) Microsoft Excel
9 13 (25.49%) Analytical Skills
10 12 (23.53%) Data Modelling
10 12 (23.53%) Microsoft
11 11 (21.57%) ETL
11 11 (21.57%) Business Analytics
11 11 (21.57%) Data Transformation
12 10 (19.61%) Marketing
12 10 (19.61%) Predictive Analytics
12 10 (19.61%) Data Cleansing
12 10 (19.61%) BusinessObjects
12 10 (19.61%) Cognos
12 10 (19.61%) Data Warehouse
13 9 (17.65%) VB
13 9 (17.65%) Predictive Modelling
14 7 (13.73%) R
14 7 (13.73%) Stakeholder Management
14 7 (13.73%) Data Management
14 7 (13.73%) Mentoring

Data Analytics
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 15 (29.41%) 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 24 (47.06%) Data Mining
2 10 (19.61%) BusinessObjects
2 10 (19.61%) Data Warehouse
3 6 (11.76%) Big Data
4 4 (7.84%) SQL Server
5 2 (3.92%) GIS
5 2 (3.92%) Hadoop
5 2 (3.92%) Lumira
5 2 (3.92%) MarkLogic
5 2 (3.92%) Power BI
5 2 (3.92%) Relational Database
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 15 (29.41%) Finance
2 10 (19.61%) Marketing
3 3 (5.88%) Legal
3 3 (5.88%) Publishing
4 1 (1.96%) Billing
4 1 (1.96%) Manufacturing
4 1 (1.96%) Retail
Job Titles
1 13 (25.49%) Analyst
2 10 (19.61%) 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 3 (5.88%) Data Manager
8 2 (3.92%) Data Analytics Analyst
8 2 (3.92%) Data Governance Analyst
8 2 (3.92%) Data Governance Manager
8 2 (3.92%) Data Visualisation Analyst
8 2 (3.92%) Excel Analyst
8 2 (3.92%) Governance Manager
8 2 (3.92%) Senior Analyst
8 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 13 (25.49%) 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 3 (5.88%) Management Information System
6 2 (3.92%) Data Protection Act
7 1 (1.96%) Blog
7 1 (1.96%) Data Structures
7 1 (1.96%) Photography
7 1 (1.96%) Reference Data
7 1 (1.96%) Smart City
7 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 25 (49.02%) Business Intelligence
3 19 (37.25%) Data Analysis
4 17 (33.33%) Visualisation
5 14 (27.45%) Data Visualisation
6 13 (25.49%) Statistical Modelling
7 12 (23.53%) Data Modelling
8 11 (21.57%) Business Analytics
8 11 (21.57%) Data Transformation
8 11 (21.57%) ETL
9 10 (19.61%) Data Cleansing
9 10 (19.61%) Predictive Analytics
10 9 (17.65%) Predictive Modelling
11 7 (13.73%) Data Management
11 7 (13.73%) Mentoring
11 7 (13.73%) Stakeholder Management
12 6 (11.76%) Open Source
12 6 (11.76%) Web Development
13 5 (9.80%) Machine Learning
13 5 (9.80%) Mathematics
Programming Languages
1 20 (39.22%) 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
Quality Assurance & Compliance
1 4 (7.84%) Data Quality
2 2 (3.92%) GDPR
2 2 (3.92%) ISO/IEC 27001
3 1 (1.96%) PMO
3 1 (1.96%) SLA
Systems Management
1 1 (1.96%) Grafana
Vendors
1 14 (27.45%) Tableau
2 12 (23.53%) Microsoft
3 10 (19.61%) Cognos
4 4 (7.84%) Facebook
4 4 (7.84%) Twitter
5 3 (5.88%) Google
5 3 (5.88%) SAP
6 1 (1.96%) Apple
6 1 (1.96%) Callidus
6 1 (1.96%) Informatica
6 1 (1.96%) Oracle