Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies advertised in 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 23 November 2017 with a comparison to the same period in the previous 2 years.

Data Analytics
England > Yorkshire
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 249 268 331
Rank change year-on-year +19 +63 +13
Permanent jobs citing Data Analytics 60 70 31
As % of all permanent IT jobs advertised in Yorkshire 0.61% 0.63% 0.24%
As % of the Processes & Methodologies category 0.68% 0.70% 0.26%
Number of salaries quoted 53 59 19
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 £43,750 £33,150
90th Percentile £65,000 £74,500 £60,000
England median annual salary £55,000 £56,500 £57,500
% change year-on-year -2.65% -1.74% +4.55%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Permanent vacancies with a requirement for process or methodology skills 8883 10042 11835
As % of all permanent IT jobs advertised in Yorkshire 90.14% 89.67% 90.21%
Number of salaries quoted 7439 8453 9634
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% +1.27%
10th Percentile £26,250 £26,250 £26,075
90th Percentile £61,250 £62,500 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +5.56%

Data Analytics
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Analytics in Yorkshire

Data Analytics
Salary Trend in Yorkshire

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

Salary trend for Data Analytics in Yorkshire

Data Analytics
Salary Histogram in Yorkshire

The salary distribution of IT jobs citing Data Analytics in Yorkshire over the 6 months to 23 November 2017.

Salary histogram for Data Analytics in Yorkshire

Data Analytics
Job Locations in 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 Yorkshire region over the 6 months to 23 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
West Yorkshire +2 54 £39,000 -25.71% 2
South Yorkshire +22 5 £50,000 +8.70% 1
North Yorkshire - 1 £47,500 -
Data Analytics
England

For the 6 months to 23 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 Yorkshire region with a requirement for Data Analytics.

1 60 (100.00%) Analytics
2 28 (46.67%) Data Mining
3 25 (41.67%) Business Intelligence
4 23 (38.33%) SQL
5 20 (33.33%) Data Analysis
6 17 (28.33%) Visualisation
7 16 (26.67%) Finance
8 15 (25.00%) SAS
8 15 (25.00%) Tableau
8 15 (25.00%) Data Visualisation
9 14 (23.33%) Microsoft Excel
10 13 (21.67%) Statistical Modelling
10 13 (21.67%) Analytical Skills
11 12 (20.00%) Data Transformation
11 12 (20.00%) ETL
11 12 (20.00%) Data Modelling
11 12 (20.00%) Microsoft
12 11 (18.33%) Python
12 11 (18.33%) Cognos
12 11 (18.33%) Data Warehouse
12 11 (18.33%) Predictive Analytics
12 11 (18.33%) Data Cleansing
12 11 (18.33%) Business Analytics
13 10 (16.67%) Big Data
13 10 (16.67%) Marketing
13 10 (16.67%) BusinessObjects
14 9 (15.00%) VB
14 9 (15.00%) R
14 9 (15.00%) Predictive Modelling
15 8 (13.33%) Mentoring

Data Analytics
Co-occurring IT Skills in 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 (25.00%) SAS
2 1 (1.67%) CMS
2 1 (1.67%) Drupal
2 1 (1.67%) EPiServer
2 1 (1.67%) TYPO3
Applications
1 14 (23.33%) Microsoft Excel
2 1 (1.67%) Microsoft Office
2 1 (1.67%) Photoshop
2 1 (1.67%) SPSS
Cloud Services
1 1 (1.67%) Amazon AWS
1 1 (1.67%) Bluemix
1 1 (1.67%) CallidusCloud
1 1 (1.67%) Google Analytics
1 1 (1.67%) Google Cloud Platform
1 1 (1.67%) IBM Cloud
1 1 (1.67%) Microsoft Azure
Communications & Networking
1 1 (1.67%) Internet
1 1 (1.67%) SMS
Database & Business Intelligence
1 28 (46.67%) Data Mining
2 11 (18.33%) Data Warehouse
3 10 (16.67%) Big Data
3 10 (16.67%) BusinessObjects
4 4 (6.67%) SQL Server
5 2 (3.33%) GIS
5 2 (3.33%) Hadoop
5 2 (3.33%) Lumira
5 2 (3.33%) MarkLogic
5 2 (3.33%) Power BI
5 2 (3.33%) Relational Database
5 2 (3.33%) SQL Server Reporting Services
6 1 (1.67%) BigQuery
6 1 (1.67%) Spotfire
Development Applications
1 1 (1.67%) Git (software)
General
1 16 (26.67%) Finance
2 10 (16.67%) Marketing
3 6 (10.00%) Legal
4 3 (5.00%) Publishing
5 1 (1.67%) Banking
5 1 (1.67%) Billing
5 1 (1.67%) Manufacturing
5 1 (1.67%) Retail
Job Titles
1 14 (23.33%) Analyst
2 11 (18.33%) Trainer
3 9 (15.00%) Data Scientist
4 8 (13.33%) Developer
5 7 (11.67%) Data Analyst
6 6 (10.00%) Lead Systems Engineer
6 6 (10.00%) Report Analyst
6 6 (10.00%) Systems Engineer
7 5 (8.33%) Governance Manager
7 5 (8.33%) SQL Analyst
8 4 (6.67%) SAS Analyst
8 4 (6.67%) SQL Reporting Analyst
9 3 (5.00%) Information Governance Manager
9 3 (5.00%) Information Manager
10 2 (3.33%) Data Analytics Analyst
10 2 (3.33%) Data Governance Analyst
10 2 (3.33%) Data Governance Manager
10 2 (3.33%) Data Manager
10 2 (3.33%) Data Visualisation Analyst
10 2 (3.33%) Excel Analyst
Libraries, Frameworks & Software Standards
1 1 (1.67%) .NET
1 1 (1.67%) .NET Framework
1 1 (1.67%) Apache Flex
1 1 (1.67%) ASP.NET
1 1 (1.67%) CSS
1 1 (1.67%) D3.js
1 1 (1.67%) FusionCharts
1 1 (1.67%) Google Maps API
1 1 (1.67%) HTML
1 1 (1.67%) Leaflet
1 1 (1.67%) Natural Language Processing
1 1 (1.67%) OpenLayers
Miscellaneous
1 13 (21.67%) Analytical Skills
2 7 (11.67%) Algorithms
2 7 (11.67%) NHS
3 6 (10.00%) Social Media
4 5 (8.33%) Greenfield Project
5 4 (6.67%) Management Information System
6 3 (5.00%) Computer Science
7 2 (3.33%) Client/Server
7 2 (3.33%) Data Protection Act
7 2 (3.33%) Fintech
8 1 (1.67%) Blog
8 1 (1.67%) Data Structures
8 1 (1.67%) Freedom of Information
8 1 (1.67%) Internet of Things
8 1 (1.67%) Photography
8 1 (1.67%) Reference Data
8 1 (1.67%) Smart City
8 1 (1.67%) User Experience
Operating Systems
1 1 (1.67%) Linux
1 1 (1.67%) Unix
Processes & Methodologies
1 60 (100.00%) Analytics
2 25 (41.67%) Business Intelligence
3 20 (33.33%) Data Analysis
4 17 (28.33%) Visualisation
5 15 (25.00%) Data Visualisation
6 13 (21.67%) Statistical Modelling
7 12 (20.00%) Data Modelling
7 12 (20.00%) Data Transformation
7 12 (20.00%) ETL
8 11 (18.33%) Business Analytics
8 11 (18.33%) Data Cleansing
8 11 (18.33%) Predictive Analytics
9 9 (15.00%) Predictive Modelling
10 8 (13.33%) Mentoring
11 7 (11.67%) Data Management
11 7 (11.67%) Machine Learning
11 7 (11.67%) Mathematics
11 7 (11.67%) Open Source
11 7 (11.67%) Stakeholder Management
11 7 (11.67%) Web Development
Programming Languages
1 23 (38.33%) SQL
2 11 (18.33%) Python
3 9 (15.00%) R
3 9 (15.00%) VB
4 3 (5.00%) Java
5 1 (1.67%) C#
5 1 (1.67%) Go
5 1 (1.67%) JavaScript
5 1 (1.67%) MATLAB
5 1 (1.67%) PHP
5 1 (1.67%) Ruby
5 1 (1.67%) Scala
5 1 (1.67%) VBA
Qualifications
1 5 (8.33%) PhD
2 3 (5.00%) Degree
3 2 (3.33%) Numerate Degree
4 1 (1.67%) Postgraduate
Quality Assurance & Compliance
1 4 (6.67%) ISO/IEC 27001
2 3 (5.00%) Data Quality
3 2 (3.33%) GDPR
4 1 (1.67%) PMO
4 1 (1.67%) SLA
Systems Management
1 1 (1.67%) Grafana
Vendors
1 15 (25.00%) Tableau
2 12 (20.00%) Microsoft
3 11 (18.33%) Cognos
4 4 (6.67%) Facebook
4 4 (6.67%) Twitter
5 3 (5.00%) Google
5 3 (5.00%) SAP
6 1 (1.67%) Apple
6 1 (1.67%) Callidus
6 1 (1.67%) IBM
6 1 (1.67%) Informatica
6 1 (1.67%) Oracle