The following table provides summary statistics for permanent job vacancies advertised in Leeds with a requirement for Analytics skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Analytics over the 3 months to 26 June 2017 with a comparison to the same period in the previous 2 years.

Analytics
3 months to
26 Jun 2017
Same period 2016 Same period 2015
Rank 62 65 110
Rank change year-on-year +3 +45  
Permanent jobs citing Analytics 105 105 72
As % of all permanent IT jobs advertised in Leeds 4.13% 3.67% 2.17%
As % of the Processes & Methodologies category 4.42% 4.02% 2.39%
Number of salaries quoted 85 71 47
Median salary £55,000 £44,000 £45,000
Median salary % change year-on-year +25.00% -2.22%  
90% offered a salary of more than £25,000 £26,500 £24,600
10% offered a salary of more than £77,500 £72,500 £66,000
UK excluding London median salary £47,000 £45,000 £42,500
% change year-on-year +4.44% +5.88%  

Analytics is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Leeds with a requirement for process and methodology skills.

Process & Methodology Skills
Leeds
Permanent job vacancies with a requirement for process and methodology skills 2373 2612 3009
As % of all permanent IT job vacancies advertised in Leeds 93.24% 91.26% 90.63%
Number of salaries quoted 1982 2153 2356
Median salary £47,500 £44,000 £43,000
Median salary % change year-on-year +7.95% +2.32%  
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £65,000 £60,000 £65,000
UK excluding London median salary £45,000 £45,000 £44,000
% change year-on-year - +2.27%  

Analytics
Job Vacancy Trend in Leeds

The job posting trend of jobs advertised in Leeds citing Analytics as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Analytics in Leeds

Analytics
Salary Trend in Leeds

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

Salary trend for Analytics in Leeds

Analytics
Salary Histogram in Leeds

The salary distribution of IT jobs citing Analytics in Leeds over the 3 months to 26 June 2017.

Salary histogram for Analytics in Leeds

For the 6 months to 26 June 2017, IT jobs citing 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 Analytics.

1 69 (37.10%) SQL
2 53 (28.49%) Finance
3 50 (26.88%) Analytical Skills
4 48 (25.81%) Business Intelligence
5 38 (20.43%) Data Warehouse
5 38 (20.43%) Data Analytics
6 36 (19.35%) Data Modelling
7 33 (17.74%) Agile Software Development
8 32 (17.20%) HTML
9 29 (15.59%) Stakeholder Engagement
10 28 (15.05%) Java
10 28 (15.05%) SQL Server
10 28 (15.05%) Data Mining
10 28 (15.05%) SAS
10 28 (15.05%) Microsoft Excel
11 27 (14.52%) Microsoft
11 27 (14.52%) CSS
12 26 (13.98%) JavaScript
12 26 (13.98%) SPSS
12 26 (13.98%) Data Analysis
12 26 (13.98%) SQL Server Integration Services
12 26 (13.98%) Marketing
13 25 (13.44%) Degree
14 24 (12.90%) Visualisation
15 23 (12.37%) SQL Server Reporting Services
16 22 (11.83%) E-Commerce
16 22 (11.83%) SQL Server Analysis Services
17 21 (11.29%) User Experience
17 21 (11.29%) XML
18 17 (9.14%) Data Visualisation

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 28 (15.05%) SAS
2 10 (5.38%) Apache Spark
3 8 (4.30%) SharePoint
4 7 (3.76%) WordPress
5 6 (3.23%) WebSphere
6 4 (2.15%) Apache
6 4 (2.15%) IIS
6 4 (2.15%) Tomcat
7 2 (1.08%) EPiServer
7 2 (1.08%) Umbraco
8 1 (0.54%) CMS
8 1 (0.54%) Confluence
8 1 (0.54%) nginx
Applications
1 28 (15.05%) Microsoft Excel
2 26 (13.98%) SPSS
3 14 (7.53%) Adobe Creative Suite
4 5 (2.69%) Microsoft Office
5 3 (1.61%) Microsoft PowerPoint
5 3 (1.61%) MS Visio
6 2 (1.08%) Spreadsheet
7 1 (0.54%) InVision
Business Applications
1 4 (2.15%) Maximo
2 3 (1.61%) SAP ERP
3 2 (1.08%) Cognos TM1
Cloud Services
1 8 (4.30%) Google Analytics
2 6 (3.23%) SaaS
3 5 (2.69%) Cortana Intelligence Suite
4 3 (1.61%) Cloud Computing
4 3 (1.61%) Office 365
5 2 (1.08%) AdWords
5 2 (1.08%) Amazon AWS
5 2 (1.08%) CloudFront
5 2 (1.08%) Microsoft Azure
5 2 (1.08%) PaaS
6 1 (0.54%) Basecamp
6 1 (0.54%) CallidusCloud
Communications & Networking
1 2 (1.08%) 3G
1 2 (1.08%) 4G
1 2 (1.08%) ADSL
1 2 (1.08%) BGP
1 2 (1.08%) Cisco ASA
1 2 (1.08%) Cisco IOS
1 2 (1.08%) DHCP
1 2 (1.08%) DNS
1 2 (1.08%) Firewall
1 2 (1.08%) IPsec
1 2 (1.08%) Junos
1 2 (1.08%) TCP/IP
1 2 (1.08%) VDSL
1 2 (1.08%) VLAN
1 2 (1.08%) VPN
1 2 (1.08%) VRRP
2 1 (0.54%) Symposium
2 1 (0.54%) WAN
Database & Business Intelligence
1 38 (20.43%) Data Warehouse
2 28 (15.05%) Data Mining
2 28 (15.05%) SQL Server
3 26 (13.98%) SQL Server Integration Services
4 23 (12.37%) SQL Server Reporting Services
5 22 (11.83%) SQL Server Analysis Services
6 17 (9.14%) MS Access
7 16 (8.60%) Big Data
8 14 (7.53%) Relational Database
9 13 (6.99%) Hadoop
9 13 (6.99%) Power BI
10 11 (5.91%) MySQL
11 10 (5.38%) BusinessObjects
11 10 (5.38%) RDBMS
12 7 (3.76%) NoSQL
12 7 (3.76%) QlikView
13 5 (2.69%) BusinessObjects Business Intelligence
13 5 (2.69%) Qlik Sense
13 5 (2.69%) SQL Server 2016
14 4 (2.15%) MongoDB
Development Applications
1 14 (7.53%) Git (software)
2 7 (3.76%) Mercurial
2 7 (3.76%) Subversion
3 4 (2.15%) Visual Studio
4 3 (1.61%) gulp
4 3 (1.61%) JIRA
5 2 (1.08%) Grunt
6 1 (0.54%) Atlassian Bamboo
6 1 (0.54%) Axure RP
6 1 (0.54%) Bitbucket
6 1 (0.54%) Mocha
6 1 (0.54%) Selenium
6 1 (0.54%) TestRail
6 1 (0.54%) Vagrant
General
1 53 (28.49%) Finance
2 26 (13.98%) Marketing
3 16 (8.60%) Retail
4 14 (7.53%) Legal
5 4 (2.15%) Law
6 3 (1.61%) Financial Institution
6 3 (1.61%) Local Government
7 2 (1.08%) Back Office
7 2 (1.08%) Banking
7 2 (1.08%) Manufacturing
7 2 (1.08%) Telecoms
8 1 (0.54%) Advertising
8 1 (0.54%) Automotive
8 1 (0.54%) Billing
8 1 (0.54%) Pharmaceutical
Job Titles
1 42 (22.58%) Analyst
2 40 (21.51%) Developer
3 19 (10.22%) Designer
4 18 (9.68%) UX Designer
5 17 (9.14%) Data Scientist
6 15 (8.06%) Architect
7 14 (7.53%) Java Developer
8 12 (6.45%) Solutions Architect
9 11 (5.91%) Business Intelligence Developer
9 11 (5.91%) Senior Manager
10 10 (5.38%) Lead Designer
10 10 (5.38%) Lead UX Designer
11 9 (4.84%) Consultant
11 9 (4.84%) Excel Analyst
11 9 (4.84%) Senior Analyst
11 9 (4.84%) Support Analyst
12 7 (3.76%) Business Intelligence Analyst
12 7 (3.76%) Marketing Manager
12 7 (3.76%) Senior Digital Marketing Manager
12 7 (3.76%) Senior Marketing Manager
Libraries, Frameworks & Software Standards
1 32 (17.20%) HTML
2 27 (14.52%) CSS
3 21 (11.29%) XML
4 16 (8.60%) Web Services
5 13 (6.99%) CSS3
5 13 (6.99%) HTML5
6 10 (5.38%) Spring
7 8 (4.30%) Node.js
8 7 (3.76%) jQuery
8 7 (3.76%) React
8 7 (3.76%) REST
9 6 (3.23%) JMS
9 6 (3.23%) JSP
9 6 (3.23%) Twitter Bootstrap
10 5 (2.69%) .NET
10 5 (2.69%) RESTful
11 3 (1.61%) AngularJS
11 3 (1.61%) Apache Camel
11 3 (1.61%) Sass
11 3 (1.61%) SOAP
Miscellaneous
1 50 (26.88%) Analytical Skills
2 21 (11.29%) User Experience
3 12 (6.45%) Data Structures
4 10 (5.38%) NHS
5 8 (4.30%) Algorithms
5 8 (4.30%) Management Information System
5 8 (4.30%) Social Media
6 7 (3.76%) FMCG
7 5 (2.69%) Computer Science
8 4 (2.15%) Credit Risk
8 4 (2.15%) Fintech
9 3 (1.61%) Hybrid Cloud
9 3 (1.61%) iSeries
9 3 (1.61%) Mobile App
10 2 (1.08%) AS400
10 2 (1.08%) Data Centre
10 2 (1.08%) Data Protection Act
11 1 (0.54%) Biotechnology
11 1 (0.54%) Digital Media
11 1 (0.54%) Greenfield Project
Operating Systems
1 10 (5.38%) Windows
2 8 (4.30%) Linux
2 8 (4.30%) Unix
3 4 (2.15%) Windows Server
4 3 (1.61%) Android
5 2 (1.08%) AIX
5 2 (1.08%) Solaris
5 2 (1.08%) Windows Server 2003
6 1 (0.54%) Ubuntu
Processes & Methodologies
1 48 (25.81%) Business Intelligence
2 38 (20.43%) Data Analytics
3 36 (19.35%) Data Modelling
4 33 (17.74%) Agile Software Development
5 29 (15.59%) Stakeholder Engagement
6 26 (13.98%) Data Analysis
7 24 (12.90%) Visualisation
8 22 (11.83%) E-Commerce
9 17 (9.14%) Data Visualisation
10 16 (8.60%) Digital Marketing
10 16 (8.60%) Multivariate Analysis
10 16 (8.60%) OpenUP
10 16 (8.60%) Pricing Strategy
10 16 (8.60%) Project Management
10 16 (8.60%) Stakeholder Management
10 16 (8.60%) Wireframes
11 15 (8.06%) ETL
11 15 (8.06%) Presales
11 15 (8.06%) Risk Analytics
12 14 (7.53%) Machine Learning
Programming Languages
1 69 (37.10%) SQL
2 28 (15.05%) Java
3 26 (13.98%) JavaScript
4 17 (9.14%) VBA
5 6 (3.23%) VB
6 5 (2.69%) PHP
6 5 (2.69%) R
7 3 (1.61%) T-SQL
8 2 (1.08%) C
8 2 (1.08%) C#
8 2 (1.08%) Data Analysis Expressions (DAX)
8 2 (1.08%) ES6
8 2 (1.08%) MATLAB
8 2 (1.08%) Shell Script
9 1 (0.54%) ECMAScript
9 1 (0.54%) Erlang
9 1 (0.54%) Python
Qualifications
1 25 (13.44%) Degree
2 4 (2.15%) Numerate Degree
3 3 (1.61%) ACCA
3 3 (1.61%) CIPFA
3 3 (1.61%) CISA
3 3 (1.61%) CISM
3 3 (1.61%) QiCA
4 2 (1.08%) Cisco Certification
4 2 (1.08%) ISEB
4 2 (1.08%) ISEB Practitioner
4 2 (1.08%) SC Cleared
4 2 (1.08%) Security Cleared
5 1 (0.54%) CCNA
5 1 (0.54%) CCNP
5 1 (0.54%) Master's Degree
5 1 (0.54%) PhD
5 1 (0.54%) PRINCE2 Practitioner
Quality Assurance & Compliance
1 6 (3.23%) Data Quality
2 3 (1.61%) PMO
2 3 (1.61%) Sarbanes-Oxley
3 2 (1.08%) Cyber Essentials
3 2 (1.08%) GDPR
3 2 (1.08%) ISO/IEC 27001
3 2 (1.08%) PCI DSS
4 1 (0.54%) QA
4 1 (0.54%) SLA
Systems Management
1 2 (1.08%) FortiGate
2 1 (0.54%) EMC NetWorker
Vendors
1 27 (14.52%) Microsoft
2 15 (8.06%) Google
2 15 (8.06%) Tableau
3 14 (7.53%) Adobe
4 11 (5.91%) IBM
5 10 (5.38%) SAP
6 7 (3.76%) Facebook
7 5 (2.69%) Alteryx
8 4 (2.15%) Oracle
8 4 (2.15%) Twitter
9 3 (1.61%) Citrix
9 3 (1.61%) Salesforce.com
10 2 (1.08%) Apple
10 2 (1.08%) Cisco
10 2 (1.08%) Cognos
10 2 (1.08%) Juniper
10 2 (1.08%) Nintex
10 2 (1.08%) Omniture
11 1 (0.54%) Callidus
11 1 (0.54%) Marketo
Leeds, West Yorkshire
Big Wednesday Digital Ltd
Salary: £45000 - £75000 per annum + Negotiable
Posted: Yesterday
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £30,000 to £40,000 per annum plus excellent additional benefits
Posted: 2 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £35,000 to £42,000 per annum Pension, Healthcare
Posted: 3 days ago
Leeds, West Yorkshire
Modis International
Salary: £38000 - £42000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: From £50,000 to £60,000 per annum plus excellent additional benefits
Posted: 3 days ago
Leeds, West Yorkshire
ASDA
Salary: Market Salary
Posted: 5 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 5 days ago
Leeds, West Yorkshire
Harvey Nash plc
Salary: £40000 - £48000 per annum
Posted: 4 days ago
Leeds, West Yorkshire
Jet2.com
Salary: Excellent
Posted: 3 days ago
Leeds
Tectre Limited
Salary: £30,000 - £40,000 per year
Posted: 5 days ago
Leeds, West Yorkshire
The Bridge Ltd
Salary: From £90,000 to £120,000 per annum
Posted: 4 days ago
Leeds
Jet2.com
Salary: Excellent
Posted: 4 days ago
Leeds, West Yorkshire
4it Recruitment Ltd
Salary: Up to £45,000 per annum + Benefits
Posted: 3 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 5 days ago
Leeds, West Yorkshire
Hotfoot Recruitment
Salary: From £32,000 to £48,000 per annum plus lots of benefits
Posted: 5 days ago
Leeds, West Yorkshire
Fruition IT Resources Limited
Salary: £40000 - £60000 per annum + Benefits
Posted: 4 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 5 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 5 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 5 days ago
Leeds, Yorkshire
Sky Betting and Gaming
Posted: 5 days ago
Leeds
Computer Futures
Salary: £60000 - £100000 per annum + competitive
Posted: 11 days ago
Leeds, West Yorkshire
Oliver James Associates
Salary: £65000 - £70000 per annum + car, pension, bonus, benefits
Posted: 4 days ago
Leeds
Hays Specialist Recruitment
Salary: £20000.00 - £23000.00 per annum
Posted: 18 days ago
Leeds
Computer Futures
Salary: £55000 - £56000 per annum + competitive
Posted: 20 days ago
Leeds
Ampersand Consulting
Salary: £35000 - £37000 per annum + Fantastic Benefits
Posted: 24 days ago
Leeds, West Yorkshire
Sky Betting and Gaming
Posted: 27 days ago
Leeds
Telefonica
Posted: 26 days ago
Leeds
Jet2.com
Salary: Excellent
Posted: 18 days ago
Leeds, West Yorkshire
ASDA
Salary: Excellent Salary + Car + Bonus
Posted: 20 days ago
Leeds
Cathcart Associates
Salary: £25000 - £45000 per annum
Posted: 20 days ago