Period
to 21 April 2018

The following table provides summary statistics for permanent job vacancies advertised in West Yorkshire with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 6 months to 21 April 2018 with a comparison to the same period in the previous 2 years.

Analytics
Yorkshire > West Yorkshire
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 77 82 92
Rank change year-on-year +5 +10 -2
Permanent jobs citing Analytics 249 233 275
As % of all permanent IT jobs advertised in West Yorkshire 3.48% 3.28% 3.19%
As % of the Processes & Methodologies category 3.76% 3.58% 3.51%
Number of salaries quoted 182 212 181
West Yorkshire median annual salary £40,000 £42,500 £41,000
Median salary % change year-on-year -5.88% +3.66% +2.50%
10th Percentile £27,550 £30,000 £25,500
90th Percentile £67,500 £72,500 £77,500
Yorkshire median annual salary £40,000 £42,500 £38,500
% change year-on-year -5.88% +10.39% +6.21%

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 6,617 6,514 7,833
As % of all permanent IT jobs advertised in West Yorkshire 92.60% 91.75% 90.89%
Number of salaries quoted 5,607 5,716 6,486
West Yorkshire median annual salary £45,000 £42,500 £41,500
Median salary % change year-on-year +5.88% +2.41% +3.75%
10th Percentile £27,500 £26,250 £27,500
90th Percentile £61,250 £61,250 £60,000
Yorkshire median annual salary £42,500 £42,000 £40,000
% change year-on-year +1.19% +5.00% -

Analytics
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Analytics in West Yorkshire

Analytics
Salary Trend in West Yorkshire

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

Salary trend for Analytics in West Yorkshire

Analytics
Salary Histogram in West Yorkshire

The salary distribution of IT jobs citing Analytics in West Yorkshire over the 6 months to 21 April 2018.

Salary histogram for Analytics in West Yorkshire

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 Analytics within the West Yorkshire region over the 6 months to 21 April 2018. 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 +28 190 £42,500 - 30
Bradford -8 26 £36,750 +2.08% 7
Huddersfield +2 4 £30,000 -7.69%
Wakefield -5 3 £38,500 +97.44%
Bingley - 3 £27,500 -
Ilkley -4 2 £38,750 +29.17%
Halifax -16 1 £70,000 - 2
Castleford - 1 £55,000 -
Analytics
Yorkshire

For the 6 months to 21 April 2018, IT jobs citing Analytics also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the West Yorkshire region with a requirement for Analytics.

1 83 (33.33%) Business Intelligence
2 74 (29.72%) SQL
3 70 (28.11%) Data Analytics
4 59 (23.69%) Analytical Skills
4 59 (23.69%) Data Warehouse
4 59 (23.69%) Agile Software Development
5 54 (21.69%) ETL
5 54 (21.69%) Microsoft
6 53 (21.29%) SQL Server
7 46 (18.47%) Finance
8 43 (17.27%) Problem-Solving
9 41 (16.47%) Data Science
9 41 (16.47%) User Experience
10 39 (15.66%) Google
11 37 (14.86%) SQL Server Integration Services
12 35 (14.06%) SQL Server Reporting Services
12 35 (14.06%) Data Integration
13 34 (13.65%) SAS
13 34 (13.65%) Wireframes
14 32 (12.85%) Data Analysis
15 31 (12.45%) Data Modelling
16 30 (12.05%) HTML
16 30 (12.05%) Big Data
17 29 (11.65%) Tableau
18 28 (11.24%) R
18 28 (11.24%) Java
19 27 (10.84%) CSS
19 27 (10.84%) Google Analytics
20 26 (10.44%) Degree
20 26 (10.44%) E-Commerce

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 34 (13.65%) SAS
2 14 (5.62%) Apache Spark
3 10 (4.02%) Apache
4 9 (3.61%) SharePoint
5 4 (1.61%) Oracle Workflow
6 2 (0.80%) IIS
7 1 (0.40%) CMS
7 1 (0.40%) Confluence
Applications
1 26 (10.44%) Microsoft Excel
2 20 (8.03%) Microsoft Office
3 19 (7.63%) Photoshop
4 17 (6.83%) Adobe Illustrator
5 15 (6.02%) Adobe Creative Suite
6 13 (5.22%) InVision
7 11 (4.42%) UXPin
8 10 (4.02%) SPSS
9 9 (3.61%) Microsoft PowerPoint
10 2 (0.80%) MS Visio
11 1 (0.40%) Weka
Business Applications
1 4 (1.61%) Dynamics AX
2 3 (1.20%) Dynamics CRM
3 2 (0.80%) FastStats
4 1 (0.40%) WebTrends
4 1 (0.40%) Workfront
Cloud Services
1 27 (10.84%) Google Analytics
2 24 (9.64%) Microsoft Azure
3 16 (6.43%) Amazon AWS
4 6 (2.41%) Google Cloud Platform
5 5 (2.01%) Adobe Creative Cloud
6 4 (1.61%) AdWords
7 3 (1.20%) Dynamics 365
8 2 (0.80%) Adobe Analytics
8 2 (0.80%) Fastly
8 2 (0.80%) IaaS
8 2 (0.80%) Office 365
8 2 (0.80%) PaaS
9 1 (0.40%) Akamai
9 1 (0.40%) Azure Data Factory
9 1 (0.40%) SaaS
9 1 (0.40%) Serverless
Communications & Networking
1 7 (2.81%) Symposium
2 2 (0.80%) DNS
2 2 (0.80%) Internet
2 2 (0.80%) NetScaler
2 2 (0.80%) SMS
2 2 (0.80%) VPN
Database & Business Intelligence
1 59 (23.69%) Data Warehouse
2 53 (21.29%) SQL Server
3 37 (14.86%) SQL Server Integration Services
4 35 (14.06%) SQL Server Reporting Services
5 30 (12.05%) Big Data
6 26 (10.44%) Hadoop
7 23 (9.24%) SQL Server Analysis Services
8 19 (7.63%) Data Lake
9 18 (7.23%) SQL Server 2014
10 16 (6.43%) Enterprise Data Warehouse
11 15 (6.02%) Data Mining
11 15 (6.02%) Power BI
12 14 (5.62%) QlikView
13 13 (5.22%) SQL Server 2008
13 13 (5.22%) SQL Server 2016
14 11 (4.42%) Apache Hive
14 11 (4.42%) Base SAS
14 11 (4.42%) SQL Server 2000
14 11 (4.42%) SQL Server 2005
15 9 (3.61%) MySQL
Development Applications
1 16 (6.43%) Team Foundation Server
2 13 (5.22%) Axure RP
3 11 (4.42%) Balsamiq Mockups
3 11 (4.42%) Visual Studio
4 7 (2.81%) Git (software)
4 7 (2.81%) Subversion
5 4 (1.61%) Appium
5 4 (1.61%) Calabash
6 3 (1.20%) JIRA
6 3 (1.20%) Octopus Deploy
7 2 (0.80%) MSBuild
7 2 (0.80%) Visual Studio Team System
General
1 46 (18.47%) Finance
2 22 (8.84%) Retail
3 19 (7.63%) Marketing
4 14 (5.62%) Advertising
5 8 (3.21%) Legal
6 7 (2.81%) Pharmaceutical
7 4 (1.61%) Billing
8 3 (1.20%) Multimedia
9 2 (0.80%) Back Office
9 2 (0.80%) Banking
9 2 (0.80%) Electronics
9 2 (0.80%) Games
9 2 (0.80%) Law
9 2 (0.80%) Mandarin Language
10 1 (0.40%) Publishing
Job Titles
1 48 (19.28%) Analyst
2 44 (17.67%) Developer
3 36 (14.46%) Architect
4 30 (12.05%) Designer
5 25 (10.04%) UX Designer
6 22 (8.84%) Data Architect
7 19 (7.63%) ETL Developer
8 13 (5.22%) Data Scientist
9 11 (4.42%) Business Intelligence Developer
9 11 (4.42%) Senior Analyst
10 9 (3.61%) Junior
10 9 (3.61%) Technical Architect
11 8 (3.21%) Analytics Manager
11 8 (3.21%) Business Analyst
11 8 (3.21%) Business Intelligence Manager
11 8 (3.21%) Consultant
12 7 (2.81%) Analytics Consultant
12 7 (2.81%) Data Engineer
12 7 (2.81%) Senior Statistical Analyst
12 7 (2.81%) Web Developer
Libraries, Frameworks & Software Standards
1 30 (12.05%) HTML
2 27 (10.84%) CSS
3 14 (5.62%) JSON
3 14 (5.62%) XML
4 10 (4.02%) SOAP
4 10 (4.02%) Web Services
5 9 (3.61%) .NET
6 7 (2.81%) Kafka
6 7 (2.81%) REST
7 6 (2.41%) SailPoint
7 6 (2.41%) XSD
8 4 (1.61%) Ajax
8 4 (1.61%) EJB
8 4 (1.61%) LAMP
8 4 (1.61%) Laravel
8 4 (1.61%) RESTful
8 4 (1.61%) Spring
8 4 (1.61%) Struts
8 4 (1.61%) XHTML
9 3 (1.20%) Node.js
Miscellaneous
1 59 (23.69%) Analytical Skills
2 41 (16.47%) User Experience
3 18 (7.23%) Social Media
4 10 (4.02%) Mobile App
5 9 (3.61%) Management Information System
6 8 (3.21%) Replication
6 8 (3.21%) Self-Motivation
7 7 (2.81%) Biotechnology
8 6 (2.41%) Algorithms
8 6 (2.41%) Taxonomies
9 5 (2.01%) Credit Risk
9 5 (2.01%) Tandem
10 4 (1.61%) Data Protection Act
10 4 (1.61%) Enterprise Software
10 4 (1.61%) Graphic Design
10 4 (1.61%) Greenfield Project
10 4 (1.61%) Learning Management System
10 4 (1.61%) N-Tier
10 4 (1.61%) Public Cloud
11 3 (1.20%) Client/Server
Operating Systems
1 18 (7.23%) Linux
2 14 (5.62%) Red Hat Enterprise Linux
3 8 (3.21%) Android
3 8 (3.21%) Windows
4 7 (2.81%) Apple iOS
5 4 (1.61%) CentOS
6 2 (0.80%) Windows 10
6 2 (0.80%) Windows 7
6 2 (0.80%) Windows Phone
6 2 (0.80%) Windows Server
6 2 (0.80%) Windows Server 2008
6 2 (0.80%) Windows Server 2012
Processes & Methodologies
1 83 (33.33%) Business Intelligence
2 70 (28.11%) Data Analytics
3 59 (23.69%) Agile Software Development
4 54 (21.69%) ETL
5 43 (17.27%) Problem-Solving
6 41 (16.47%) Data Science
7 35 (14.06%) Data Integration
8 34 (13.65%) Wireframes
9 32 (12.85%) Data Analysis
10 31 (12.45%) Data Modelling
11 26 (10.44%) E-Commerce
12 25 (10.04%) Statistics
13 24 (9.64%) Visualisation
14 22 (8.84%) Stakeholder Management
15 21 (8.43%) Mathematics
16 20 (8.03%) Data Visualisation
17 18 (7.23%) Decision-Making
17 18 (7.23%) DevOps
17 18 (7.23%) Statistical Modelling
18 17 (6.83%) Data Management
Programming Languages
1 74 (29.72%) SQL
2 28 (11.24%) Java
2 28 (11.24%) R
3 20 (8.03%) Python
4 19 (7.63%) T-SQL
5 18 (7.23%) JavaScript
6 13 (5.22%) MATLAB
7 9 (3.61%) PowerShell
8 7 (2.81%) C
9 6 (2.41%) PHP
9 6 (2.41%) Scala
10 5 (2.01%) Objective-C
11 4 (1.61%) C++
11 4 (1.61%) Shell Script
11 4 (1.61%) VB
12 3 (1.20%) Apple Swift
12 3 (1.20%) C#
12 3 (1.20%) VBA
Qualifications
1 26 (10.44%) Degree
2 7 (2.81%) AWS Certification
2 7 (2.81%) Numerate Degree
2 7 (2.81%) PhD
3 6 (2.41%) PMI Certification
4 4 (1.61%) ITIL Certification
4 4 (1.61%) PMP
5 3 (1.20%) Master's Degree
6 2 (0.80%) CCA
6 2 (0.80%) CCAA
6 2 (0.80%) CCEA
6 2 (0.80%) Citrix Certification
7 1 (0.40%) Postgraduate
Quality Assurance & Compliance
1 11 (4.42%) Data Quality
2 9 (3.61%) QA
3 7 (2.81%) SLA
4 6 (2.41%) PMO
5 5 (2.01%) GDPR
6 4 (1.61%) GCP
7 3 (1.20%) ISO/IEC 27001
8 2 (0.80%) Actionable Recommendations
9 1 (0.40%) Basel III
9 1 (0.40%) IFRS
9 1 (0.40%) IFRS 9
System Software
1 6 (2.41%) Active Directory
1 6 (2.41%) Apache Flume
1 6 (2.41%) HDFS
2 4 (1.61%) Samba
3 2 (0.80%) Virtual Machines
3 2 (0.80%) VMware Infrastructure
3 2 (0.80%) XenApp
Systems Management
1 6 (2.41%) Oozie
2 3 (1.20%) Opscode Chef
2 3 (1.20%) Puppet
3 2 (0.80%) EdgeSight
3 2 (0.80%) SCCM
Vendors
1 54 (21.69%) Microsoft
2 39 (15.66%) Google
3 29 (11.65%) Tableau
4 26 (10.44%) Adobe
5 14 (5.62%) Red Hat
6 11 (4.42%) Twitter
7 10 (4.02%) Oracle
7 10 (4.02%) Talend
8 7 (2.81%) Cognos
9 5 (2.01%) Apple
9 5 (2.01%) Facebook
10 4 (1.61%) Capita
10 4 (1.61%) DoubleClick
10 4 (1.61%) Perforce
11 2 (0.80%) Citrix
11 2 (0.80%) Dell
11 2 (0.80%) IBM
11 2 (0.80%) SAP
11 2 (0.80%) VMware
11 2 (0.80%) Xerox