Period
to 21 April 2018

The following table provides summary statistics for permanent job vacancies advertised in 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
England > Yorkshire
6 months to
21 Apr 2018
Same period 2017 Same period 2016
Rank 75 88 102
Rank change year-on-year +13 +14 +13
Permanent jobs citing Analytics 364 348 366
As % of all permanent IT jobs advertised in Yorkshire 3.51% 3.28% 2.94%
As % of the Processes & Methodologies category 3.81% 3.57% 3.28%
Number of salaries quoted 281 326 249
Yorkshire median annual salary £40,000 £42,500 £38,500
Median salary % change year-on-year -5.88% +10.39% +6.21%
10th Percentile £26,250 £30,000 £23,750
90th Percentile £60,000 £72,500 £75,000
England median annual salary £55,000 £55,000 £55,000

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 9,542 9,735 11,175
As % of all permanent IT jobs advertised in Yorkshire 91.96% 91.80% 89.72%
Number of salaries quoted 8,109 8,418 9,257
Yorkshire median annual salary £42,500 £42,000 £40,000
Median salary % change year-on-year +1.19% +5.00% -
10th Percentile £26,250 £25,750 £26,250
90th Percentile £60,600 £60,000 £60,000
England median annual salary £50,000 £50,000 £47,500
% change year-on-year - +5.26% +2.15%

Analytics
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Analytics in Yorkshire

Analytics
Salary Trend in Yorkshire

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

Salary trend for Analytics in Yorkshire

Analytics
Salary Histogram in Yorkshire

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

Salary histogram for Analytics in Yorkshire

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 Analytics within the 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
West Yorkshire +5 249 £40,000 -5.88% 42
South Yorkshire +32 72 £42,500 +6.25% 10
North Yorkshire -25 26 £47,500 - 6
East Yorkshire -5 3 £45,000 +12.50% 1
Analytics
England

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 Yorkshire region with a requirement for Analytics.

1 125 (34.34%) Business Intelligence
2 119 (32.69%) SQL
3 83 (22.80%) Data Analytics
4 81 (22.25%) Analytical Skills
5 76 (20.88%) ETL
6 73 (20.05%) Finance
6 73 (20.05%) Agile Software Development
7 72 (19.78%) Google
8 70 (19.23%) Microsoft
9 68 (18.68%) Data Warehouse
10 64 (17.58%) SQL Server
11 54 (14.84%) Google Analytics
12 51 (14.01%) Data Science
13 49 (13.46%) Marketing
14 48 (13.19%) SQL Server Integration Services
14 48 (13.19%) Big Data
14 48 (13.19%) SAS
15 47 (12.91%) Problem-Solving
16 46 (12.64%) SQL Server Reporting Services
17 44 (12.09%) HTML
17 44 (12.09%) User Experience
18 42 (11.54%) Microsoft Excel
18 42 (11.54%) Degree
19 40 (10.99%) CSS
19 40 (10.99%) Stakeholder Management
20 39 (10.71%) Tableau
21 37 (10.16%) Data Integration
21 37 (10.16%) Data Analysis
22 36 (9.89%) Java
22 36 (9.89%) Data Modelling

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 48 (13.19%) SAS
2 24 (6.59%) Apache Spark
3 15 (4.12%) Apache
4 14 (3.85%) SharePoint
5 12 (3.30%) CMS
6 5 (1.37%) WordPress
7 4 (1.10%) Oracle Workflow
8 2 (0.55%) IIS
8 2 (0.55%) Tomcat
9 1 (0.27%) Confluence
Applications
1 42 (11.54%) Microsoft Excel
2 29 (7.97%) Microsoft Office
3 19 (5.22%) Photoshop
4 17 (4.67%) Adobe Illustrator
5 15 (4.12%) Adobe Creative Suite
5 15 (4.12%) SPSS
6 13 (3.57%) InVision
7 11 (3.02%) UXPin
8 9 (2.47%) Microsoft PowerPoint
9 3 (0.82%) Weka
10 2 (0.55%) MS Visio
10 2 (0.55%) Spreadsheet
Business Applications
1 6 (1.65%) Epicor Tropos
1 6 (1.65%) NetSuite
2 4 (1.10%) Dynamics AX
3 3 (0.82%) Dynamics CRM
4 2 (0.55%) FastStats
4 2 (0.55%) Magento
4 2 (0.55%) Shopify
5 1 (0.27%) WebTrends
5 1 (0.27%) Workfront
Cloud Services
1 54 (14.84%) Google Analytics
2 34 (9.34%) Microsoft Azure
3 26 (7.14%) Amazon AWS
4 15 (4.12%) AdWords
5 8 (2.20%) Google Cloud Platform
6 6 (1.65%) IaaS
7 5 (1.37%) Adobe Creative Cloud
7 5 (1.37%) Azure Data Factory
8 4 (1.10%) Adobe Analytics
8 4 (1.10%) GitHub
8 4 (1.10%) MailChimp
8 4 (1.10%) PaaS
9 3 (0.82%) Dynamics 365
9 3 (0.82%) Serverless
10 2 (0.55%) Amazon EC2
10 2 (0.55%) Cortana Intelligence Suite
10 2 (0.55%) Fastly
10 2 (0.55%) Office 365
10 2 (0.55%) Virtual Private Cloud
11 1 (0.27%) Akamai
Communications & Networking
1 7 (1.92%) Symposium
2 6 (1.65%) DNS
3 4 (1.10%) Internet
4 3 (0.82%) SMS
5 2 (0.55%) HTTP
5 2 (0.55%) NetScaler
5 2 (0.55%) SMTP
5 2 (0.55%) VPN
Database & Business Intelligence
1 68 (18.68%) Data Warehouse
2 64 (17.58%) SQL Server
3 48 (13.19%) Big Data
3 48 (13.19%) SQL Server Integration Services
4 46 (12.64%) SQL Server Reporting Services
5 36 (9.89%) QlikView
6 32 (8.79%) SQL Server Analysis Services
7 30 (8.24%) Hadoop
8 27 (7.42%) Power BI
9 23 (6.32%) Data Lake
10 18 (4.95%) SQL Server 2014
11 16 (4.40%) Data Mining
11 16 (4.40%) Enterprise Data Warehouse
12 15 (4.12%) Apache Cassandra
12 15 (4.12%) SQL Server 2016
13 14 (3.85%) MySQL
14 13 (3.57%) SQL Server 2008
15 11 (3.02%) Apache Hive
15 11 (3.02%) Base SAS
15 11 (3.02%) SQL Server 2005
Development Applications
1 16 (4.40%) Team Foundation Server
2 13 (3.57%) Axure RP
2 13 (3.57%) Visual Studio
3 11 (3.02%) Balsamiq Mockups
3 11 (3.02%) Git (software)
4 9 (2.47%) Subversion
5 7 (1.92%) JIRA
6 4 (1.10%) Appium
6 4 (1.10%) Atlassian Bamboo
6 4 (1.10%) Calabash
6 4 (1.10%) Jenkins
6 4 (1.10%) Visual Studio Team System
7 3 (0.82%) Octopus Deploy
8 2 (0.55%) MSBuild
9 1 (0.27%) SQL Server Management Studio (SSMS)
9 1 (0.27%) Toad
General
1 73 (20.05%) Finance
2 49 (13.46%) Marketing
3 24 (6.59%) Retail
4 19 (5.22%) Banking
5 18 (4.95%) Advertising
6 15 (4.12%) Manufacturing
7 9 (2.47%) Legal
8 7 (1.92%) Law
8 7 (1.92%) Pharmaceutical
9 5 (1.37%) Military
9 5 (1.37%) Multimedia
10 4 (1.10%) Billing
11 3 (0.82%) Financial Institution
12 2 (0.55%) Back Office
12 2 (0.55%) Electronics
12 2 (0.55%) Games
12 2 (0.55%) Investment Banking
12 2 (0.55%) Mandarin Language
13 1 (0.27%) Publishing
Job Titles
1 73 (20.05%) Analyst
2 65 (17.86%) Developer
3 58 (15.93%) Architect
4 33 (9.07%) Designer
5 25 (6.87%) UX Designer
6 23 (6.32%) Data Architect
7 20 (5.49%) ETL Developer
8 18 (4.95%) Business Intelligence Architect
8 18 (4.95%) Data Scientist
9 17 (4.67%) Senior Analyst
10 14 (3.85%) Business Intelligence Developer
11 13 (3.57%) Analytics Manager
12 12 (3.30%) Business Architect
12 12 (3.30%) Consultant
12 12 (3.30%) Junior
13 10 (2.75%) SQL Developer
13 10 (2.75%) Technical Architect
14 9 (2.47%) Marketing Executive
14 9 (2.47%) Web Developer
15 8 (2.20%) Business Analyst
Libraries, Frameworks & Software Standards
1 44 (12.09%) HTML
2 40 (10.99%) CSS
3 22 (6.04%) .NET
4 21 (5.77%) Kafka
5 16 (4.40%) Web Services
6 14 (3.85%) JSON
6 14 (3.85%) XML
7 11 (3.02%) .NET Framework
8 10 (2.75%) SOAP
9 9 (2.47%) ASP.NET
10 8 (2.20%) ASP.NET MVC
10 8 (2.20%) ASP.NET Web API
10 8 (2.20%) Entity Framework
11 7 (1.92%) Node.js
11 7 (1.92%) REST
12 6 (1.65%) Ajax
12 6 (1.65%) LAMP
12 6 (1.65%) Laravel
12 6 (1.65%) SailPoint
12 6 (1.65%) XSD
Miscellaneous
1 81 (22.25%) Analytical Skills
2 44 (12.09%) User Experience
3 33 (9.07%) Social Media
4 10 (2.75%) Algorithms
4 10 (2.75%) Mobile App
5 9 (2.47%) Management Information System
5 9 (2.47%) Self-Motivation
6 8 (2.20%) Credit Risk
6 8 (2.20%) Replication
7 7 (1.92%) Biotechnology
8 6 (1.65%) Computer Science
8 6 (1.65%) Graphic Design
8 6 (1.65%) Learning Management System
8 6 (1.65%) Taxonomies
9 5 (1.37%) Client/Server
9 5 (1.37%) Tandem
10 4 (1.10%) Data Protection Act
10 4 (1.10%) Enterprise Software
10 4 (1.10%) N-Tier
10 4 (1.10%) Public Cloud
Operating Systems
1 26 (7.14%) Linux
2 14 (3.85%) Red Hat Enterprise Linux
3 10 (2.75%) Windows
4 8 (2.20%) Android
5 7 (1.92%) Apple iOS
6 6 (1.65%) CentOS
7 4 (1.10%) Windows Server
8 2 (0.55%) Windows 10
8 2 (0.55%) Windows 7
8 2 (0.55%) Windows Phone
8 2 (0.55%) Windows Server 2008
8 2 (0.55%) Windows Server 2012
Processes & Methodologies
1 125 (34.34%) Business Intelligence
2 83 (22.80%) Data Analytics
3 76 (20.88%) ETL
4 73 (20.05%) Agile Software Development
5 51 (14.01%) Data Science
6 47 (12.91%) Problem-Solving
7 40 (10.99%) Stakeholder Management
8 37 (10.16%) Data Analysis
8 37 (10.16%) Data Integration
9 36 (9.89%) Data Modelling
10 35 (9.62%) Visualisation
11 34 (9.34%) Wireframes
12 33 (9.07%) SEO
13 29 (7.97%) Data Visualisation
13 29 (7.97%) Statistics
14 28 (7.69%) Decision-Making
14 28 (7.69%) Digital Marketing
14 28 (7.69%) E-Commerce
15 26 (7.14%) DevOps
16 25 (6.87%) Mathematics
Programming Languages
1 119 (32.69%) SQL
2 36 (9.89%) Java
3 35 (9.62%) JavaScript
4 34 (9.34%) R
5 33 (9.07%) Python
6 23 (6.32%) T-SQL
7 19 (5.22%) C#
8 14 (3.85%) MATLAB
9 13 (3.57%) PHP
10 10 (2.75%) C++
11 9 (2.47%) PowerShell
12 7 (1.92%) C
13 6 (1.65%) Scala
13 6 (1.65%) VB
14 5 (1.37%) Objective-C
14 5 (1.37%) Ruby
14 5 (1.37%) VBA
15 4 (1.10%) Shell Script
16 3 (0.82%) Apple Swift
17 2 (0.55%) VBScript
Qualifications
1 42 (11.54%) Degree
2 7 (1.92%) AWS Certification
2 7 (1.92%) Numerate Degree
2 7 (1.92%) PhD
3 6 (1.65%) PMI Certification
4 5 (1.37%) Master's Degree
5 4 (1.10%) Computer Science Degree
5 4 (1.10%) ITIL Certification
5 4 (1.10%) PMP
6 2 (0.55%) CCA
6 2 (0.55%) CCAA
6 2 (0.55%) CCEA
6 2 (0.55%) Citrix Certification
6 2 (0.55%) Microsoft Certification
7 1 (0.27%) Postgraduate
7 1 (0.27%) TOGAF Certification
Quality Assurance & Compliance
1 13 (3.57%) Data Quality
2 12 (3.30%) SLA
3 9 (2.47%) QA
4 6 (1.65%) PMO
5 5 (1.37%) GDPR
6 4 (1.10%) GCP
7 3 (0.82%) ISO/IEC 27001
8 2 (0.55%) Actionable Recommendations
9 1 (0.27%) Basel III
9 1 (0.27%) IFRS
9 1 (0.27%) IFRS 9
System Software
1 8 (2.20%) Active Directory
2 6 (1.65%) Apache Flume
2 6 (1.65%) HDFS
2 6 (1.65%) Samba
3 4 (1.10%) Docker
3 4 (1.10%) Virtual Machines
4 2 (0.55%) VMware Infrastructure
4 2 (0.55%) XenApp
5 1 (0.27%) Firmware
Systems Management
1 7 (1.92%) Puppet
2 6 (1.65%) Oozie
3 3 (0.82%) Opscode Chef
4 2 (0.55%) EdgeSight
4 2 (0.55%) SCCM
4 2 (0.55%) Single Sign-On
Vendors
1 72 (19.78%) Google
2 70 (19.23%) Microsoft
3 39 (10.71%) Tableau
4 28 (7.69%) Adobe
5 22 (6.04%) Twitter
6 19 (5.22%) Oracle
7 16 (4.40%) SAP
8 14 (3.85%) Red Hat
9 13 (3.57%) IBM
10 10 (2.75%) Talend
11 7 (1.92%) Apple
11 7 (1.92%) Cognos
11 7 (1.92%) Xerox
12 6 (1.65%) DoubleClick
12 6 (1.65%) Epicor
12 6 (1.65%) IFS
12 6 (1.65%) Infor
12 6 (1.65%) Sage
13 5 (1.37%) Equitrac
13 5 (1.37%) Facebook