Period
to 20 August 2018

The following table provides summary statistics for contract job vacancies advertised in Leeds with a requirement for Analytics skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Analytics over the 6 months to 20 August 2018 with a comparison to the same period in the previous 2 years.

Note that daily and hourly rates are treated separately in these statistics. When calculating contractor rate percentiles, daily rates are never derived from quoted hourly rates or vice versa.

Analytics
6 months to
20 Aug 2018
Same period 2017 Same period 2016
Rank 75 41 100
Rank change year-on-year -34 +59 -16
Contract jobs citing Analytics 75 100 62
As % of all contract IT jobs advertised in Leeds 3.03% 4.69% 2.08%
As % of the Processes & Methodologies category 3.36% 5.28% 2.31%
Number of daily rates quoted 61 69 50
Leeds median daily rate £425 £450 £400
Median daily rate % change year-on-year -5.56% +12.50% +3.23%
10th Percentile £300 £300 £300
90th Percentile £550 £625 £526
West Yorkshire median daily rate £425 £438 £413
% change year-on-year -2.86% +6.06% +10.00%
Number of hourly rates quoted 1 0 0
Leeds median hourly rate £16.00 - -
West Yorkshire median hourly rate £16.00 - -

Analytics is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies advertised in Leeds with a requirement for process or methodology skills.

All Process and Methodology Skills
Leeds
Contract vacancies with a requirement for process or methodology skills 2,230 1,893 2,686
As % of all contract IT jobs advertised in Leeds 90.14% 88.79% 90.26%
Number of daily rates quoted 1,558 1,327 1,889
Leeds median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +9.59%
10th Percentile £313 £281 £300
90th Percentile £550 £550 £575
West Yorkshire median daily rate £413 £400 £400
% change year-on-year +3.13% - +11.11%
Number of hourly rates quoted 40 18 40
Leeds median hourly rate £17.50 £16.50 £13.00
Median hourly rate % change year-on-year +6.06% +26.92% -7.14%
10th Percentile £11.18 £11.92 £10.20
90th Percentile £41.35 £41.45 £30.83
West Yorkshire median hourly rate £17.21 £14.00 £13.50
% change year-on-year +22.89% +3.70% -12.08%

Analytics
Job Vacancy Trend in Leeds

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

Job vacancy trend for Analytics in Leeds

Analytics
Contractor Daily Rate Trend in Leeds

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytics in Leeds.

Contractor daily rate trend for Analytics in Leeds

Analytics
Contractor Daily Rate Histogram in Leeds

The daily rate distribution of IT jobs citing Analytics in Leeds over the 6 months to 20 August 2018.

Contractor daily rate histogram for Analytics in Leeds

Analytics
Contractor Hourly Rate Trend in Leeds

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytics in Leeds.

Contractor hourly rate trend for Analytics in Leeds

For the 6 months to 20 August 2018, IT contractor 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 contract job ads across the Leeds region with a requirement for Analytics.

1 51 (68.00%) Agile Software Development
2 32 (42.67%) Data Analytics
3 24 (32.00%) Python
4 20 (26.67%) Analytical Skills
5 19 (25.33%) Big Data
6 17 (22.67%) Performance Engineering
7 16 (21.33%) Riak
7 16 (21.33%) Problem-Solving
8 14 (18.67%) Continuous Improvement
8 14 (18.67%) Finance
9 13 (17.33%) Degree
10 12 (16.00%) Usability Testing
10 12 (16.00%) Data Warehouse
10 12 (16.00%) JavaScript
10 12 (16.00%) SQL
11 11 (14.67%) Scrum
12 10 (13.33%) Business Intelligence
12 10 (13.33%) Psychology
12 10 (13.33%) Market Research
12 10 (13.33%) Mentoring
12 10 (13.33%) Quantitative Research
13 9 (12.00%) Security Cleared
13 9 (12.00%) Qualitative Research
14 8 (10.67%) Amazon AWS
14 8 (10.67%) TDD
14 8 (10.67%) Strategic Thinking
15 7 (9.33%) Web Analytics
15 7 (9.33%) SC Cleared
15 7 (9.33%) Continuous Integration
16 6 (8.00%) Blog

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 2 (2.67%) nginx
2 1 (1.33%) Adobe Experience Manager
2 1 (1.33%) Apache
2 1 (1.33%) Apache Pig
2 1 (1.33%) Apache Spark
2 1 (1.33%) CMS
2 1 (1.33%) Elasticsearch
2 1 (1.33%) SharePoint
2 1 (1.33%) Tomcat
Applications
1 6 (8.00%) Microsoft Excel
2 3 (4.00%) Microsoft Office
3 2 (2.67%) Adobe Creative Suite
4 1 (1.33%) InVision
4 1 (1.33%) Microsoft PowerPoint
4 1 (1.33%) Microsoft Project
4 1 (1.33%) MS Visio
Business Applications
1 1 (1.33%) Dynamics AX
1 1 (1.33%) Dynamics CRM
Cloud Services
1 8 (10.67%) Amazon AWS
2 6 (8.00%) Microsoft Azure
3 5 (6.67%) Google Analytics
4 3 (4.00%) Amazon S3
5 2 (2.67%) Amazon EC2
5 2 (2.67%) Amazon EMR
5 2 (2.67%) Amazon Glacier
5 2 (2.67%) Virtual Private Cloud
6 1 (1.33%) Adobe Analytics
6 1 (1.33%) GitHub
6 1 (1.33%) Google Tag Manager
6 1 (1.33%) IaaS
6 1 (1.33%) PaaS
6 1 (1.33%) SaaS
Communications & Networking
1 4 (5.33%) DNS
2 2 (2.67%) Internet
3 1 (1.33%) HTTP
3 1 (1.33%) S/MIME
3 1 (1.33%) SSL
3 1 (1.33%) TCP/IP
3 1 (1.33%) VPN
Database & Business Intelligence
1 19 (25.33%) Big Data
2 16 (21.33%) Riak
3 12 (16.00%) Data Warehouse
4 6 (8.00%) Hadoop
5 4 (5.33%) NoSQL
6 3 (4.00%) Amazon Aurora
6 3 (4.00%) Azure SQL Database
6 3 (4.00%) Relational Database
7 2 (2.67%) Amazon Redshift
7 2 (2.67%) Data Mart
7 2 (2.67%) MongoDB
8 1 (1.33%) Apache Cassandra
8 1 (1.33%) Apache Hive
8 1 (1.33%) CouchDB
8 1 (1.33%) GIS
8 1 (1.33%) Oracle Database 12c
8 1 (1.33%) Pentaho
8 1 (1.33%) PostgreSQL
8 1 (1.33%) RDBMS
8 1 (1.33%) Redis
Development Applications
1 4 (5.33%) Git (software)
1 4 (5.33%) Jenkins
2 3 (4.00%) JIRA
2 3 (4.00%) Visual Studio Team System
3 2 (2.67%) Maven
3 2 (2.67%) Selenium
4 1 (1.33%) Ant
4 1 (1.33%) Axure RP
4 1 (1.33%) Cucumber
4 1 (1.33%) Gatling
4 1 (1.33%) Grunt
4 1 (1.33%) gulp
4 1 (1.33%) IntelliJ
4 1 (1.33%) JUnit
4 1 (1.33%) Karma Test Runner
4 1 (1.33%) Mercurial
4 1 (1.33%) SpecFlow
4 1 (1.33%) Sublime Text
4 1 (1.33%) Subversion
4 1 (1.33%) WebDriver
General
1 14 (18.67%) Finance
2 6 (8.00%) Retail
3 2 (2.67%) Banking
3 2 (2.67%) Marketing
4 1 (1.33%) Automotive
4 1 (1.33%) Law
Job Titles
1 22 (29.33%) Developer
2 18 (24.00%) Python Developer
3 13 (17.33%) Analyst
3 13 (17.33%) User Researcher
4 4 (5.33%) Architect
4 4 (5.33%) Business Analyst
4 4 (5.33%) Data Analyst
5 3 (4.00%) Azure Engineer
5 3 (4.00%) Big Data Developer
5 3 (4.00%) Business Intelligence Analyst
5 3 (4.00%) Business Intelligence Business Analyst
5 3 (4.00%) Consultant
5 3 (4.00%) Data Business Analyst
5 3 (4.00%) Data Warehouse Analyst
5 3 (4.00%) Data Warehouse Business Analyst
5 3 (4.00%) Designer
5 3 (4.00%) Project Manager
5 3 (4.00%) Service Analyst
6 2 (2.67%) Big Data Consultant
6 2 (2.67%) Cloud Engineer
Libraries, Frameworks & Software Standards
1 6 (8.00%) Web Services
2 3 (4.00%) PySpark
2 3 (4.00%) REST
2 3 (4.00%) Servlets
3 2 (2.67%) Ajax
3 2 (2.67%) Gherkin
3 2 (2.67%) J2EE
3 2 (2.67%) Node.js
3 2 (2.67%) OSGi
4 1 (1.33%) AngularJS
4 1 (1.33%) CSS
4 1 (1.33%) HTML
4 1 (1.33%) jQuery
4 1 (1.33%) RabbitMQ
4 1 (1.33%) SailPoint
Miscellaneous
1 20 (26.67%) Analytical Skills
2 6 (8.00%) Blog
2 6 (8.00%) NHS
3 5 (6.67%) User Experience
4 2 (2.67%) Data Structures
4 2 (2.67%) Taxonomies
5 1 (1.33%) Data Centre
5 1 (1.33%) Graphic Design
5 1 (1.33%) Mainframe
5 1 (1.33%) Management Information System
5 1 (1.33%) Mobile Banking
5 1 (1.33%) PKI
5 1 (1.33%) Reference Data
5 1 (1.33%) Self-Motivation
5 1 (1.33%) Social Media
Operating Systems
1 6 (8.00%) Linux
1 6 (8.00%) Windows
2 2 (2.67%) Red Hat Enterprise Linux
3 1 (1.33%) Ubuntu
3 1 (1.33%) Windows 10
Processes & Methodologies
1 51 (68.00%) Agile Software Development
2 32 (42.67%) Data Analytics
3 17 (22.67%) Performance Engineering
4 16 (21.33%) Problem-Solving
5 14 (18.67%) Continuous Improvement
6 12 (16.00%) Usability Testing
7 11 (14.67%) Scrum
8 10 (13.33%) Business Intelligence
8 10 (13.33%) Market Research
8 10 (13.33%) Mentoring
8 10 (13.33%) Psychology
8 10 (13.33%) Quantitative Research
9 9 (12.00%) Qualitative Research
10 8 (10.67%) Strategic Thinking
10 8 (10.67%) TDD
11 7 (9.33%) Continuous Integration
11 7 (9.33%) Web Analytics
12 6 (8.00%) Acceptance Criteria
12 6 (8.00%) Decision-Making
12 6 (8.00%) ETL
Programming Languages
1 24 (32.00%) Python
2 12 (16.00%) JavaScript
2 12 (16.00%) SQL
3 5 (6.67%) Java
4 3 (4.00%) PowerShell
5 2 (2.67%) C#
5 2 (2.67%) Scala
6 1 (1.33%) Groovy
6 1 (1.33%) Haskell
6 1 (1.33%) MATLAB
6 1 (1.33%) Perl
6 1 (1.33%) PL/SQL
6 1 (1.33%) Ruby
Qualifications
1 13 (17.33%) Degree
2 9 (12.00%) Security Cleared
3 7 (9.33%) SC Cleared
4 3 (4.00%) ISTQB
5 1 (1.33%) ACCA
5 1 (1.33%) BPSS Clearance
5 1 (1.33%) CCNA
5 1 (1.33%) CIMA
5 1 (1.33%) CISA
5 1 (1.33%) Cisco Certification
5 1 (1.33%) DBS Check
5 1 (1.33%) MCSE
5 1 (1.33%) Microsoft Certification
5 1 (1.33%) PMI Certification
5 1 (1.33%) PMP
5 1 (1.33%) QiCA
Quality Assurance & Compliance
1 5 (6.67%) PMO
2 3 (4.00%) QA
3 2 (2.67%) GDPR
3 2 (2.67%) SLA
System Software
1 3 (4.00%) Active Directory
2 1 (1.33%) Citrix Presentation Server
2 1 (1.33%) VMware Infrastructure
Systems Management
1 2 (2.67%) Grafana
1 2 (2.67%) Opscode Chef
2 1 (1.33%) Ambari
2 1 (1.33%) Ansible
2 1 (1.33%) Kibana
2 1 (1.33%) Microsoft Intune
2 1 (1.33%) Oracle Identity Management
2 1 (1.33%) Puppet
2 1 (1.33%) Systems Management Server (SMS)
Vendors
1 6 (8.00%) Capita
2 5 (6.67%) Google
2 5 (6.67%) Microsoft
3 3 (4.00%) Adobe
3 3 (4.00%) Atlassian
3 3 (4.00%) Splunk
4 2 (2.67%) Oracle
5 1 (1.33%) Citrix
5 1 (1.33%) SAP
5 1 (1.33%) Tableau
5 1 (1.33%) VMware
5 1 (1.33%) Zoho