Period
to 22 October 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 22 October 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
22 Oct 2018
Same period 2017 Same period 2016
Rank 67 48 96
Rank change year-on-year -19 +48 -36
Contract jobs citing Analytics 76 99 53
As % of all contract IT jobs advertised in Leeds 3.18% 4.53% 1.95%
As % of the Processes & Methodologies category 3.57% 5.14% 2.17%
Number of daily rates quoted 59 73 43
Leeds median daily rate £425 £438 £400
Median daily rate % change year-on-year -2.86% +9.38% +3.23%
10th Percentile £304 £300 £303
90th Percentile £550 £625 £525
West Yorkshire median daily rate £425 £444 £400
% change year-on-year -4.23% +10.94% -
Number of hourly rates quoted 1 0 0
Leeds median hourly rate £16.00 - -
West Yorkshire median hourly rate £16.00 - £29.50

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 2,129 1,926 2,444
As % of all contract IT jobs advertised in Leeds 88.97% 88.11% 89.92%
Number of daily rates quoted 1,491 1,361 1,648
Leeds median daily rate £425 £400 £413
Median daily rate % change year-on-year +6.25% -3.03% +10.00%
10th Percentile £313 £275 £294
90th Percentile £575 £545 £565
West Yorkshire median daily rate £420 £400 £400
% change year-on-year +5.00% - +6.67%
Number of hourly rates quoted 39 22 38
Leeds median hourly rate £17.00 £16.50 £13.50
Median hourly rate % change year-on-year +3.03% +22.22% -0.70%
10th Percentile £11.24 £11.75 £10.20
90th Percentile £35.90 £28.97 £31.50
West Yorkshire median hourly rate £17.00 £14.20 £14.50
% change year-on-year +19.72% -2.07% -3.33%

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 22 October 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 22 October 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 39 (51.32%) Agile Software Development
2 24 (31.58%) Data Analytics
3 18 (23.68%) SQL
3 18 (23.68%) Python
4 17 (22.37%) Finance
5 15 (19.74%) Analytical Skills
5 15 (19.74%) Problem-Solving
6 13 (17.11%) Data Warehouse
7 12 (15.79%) Java
7 12 (15.79%) Big Data
8 11 (14.47%) Continuous Improvement
8 11 (14.47%) JavaScript
8 11 (14.47%) Business Intelligence
8 11 (14.47%) Degree
8 11 (14.47%) Git (software)
9 10 (13.16%) Usability Testing
9 10 (13.16%) ETL
9 10 (13.16%) Jenkins
10 9 (11.84%) Performance Engineering
10 9 (11.84%) Microsoft
10 9 (11.84%) Scrum
10 9 (11.84%) Microsoft Azure
11 8 (10.53%) Amazon AWS
11 8 (10.53%) Market Research
11 8 (10.53%) Node.js
11 8 (10.53%) Psychology
11 8 (10.53%) Riak
11 8 (10.53%) Quantitative Research
11 8 (10.53%) Strategic Thinking
12 7 (9.21%) Qualitative Research

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 4 (5.26%) Adobe Experience Manager
1 4 (5.26%) Apache Spark
1 4 (5.26%) Confluence
2 2 (2.63%) nginx
2 2 (2.63%) SAS
3 1 (1.32%) Apache
3 1 (1.32%) Apache Pig
3 1 (1.32%) CMS
3 1 (1.32%) Elasticsearch
3 1 (1.32%) SharePoint
3 1 (1.32%) Tomcat
Applications
1 6 (7.89%) Microsoft Excel
2 3 (3.95%) Microsoft Office
3 1 (1.32%) Adobe Creative Suite
3 1 (1.32%) Microsoft PowerPoint
3 1 (1.32%) Microsoft Project
3 1 (1.32%) MS Visio
Cloud Services
1 9 (11.84%) Microsoft Azure
2 8 (10.53%) Amazon AWS
3 4 (5.26%) Amazon EC2
3 4 (5.26%) Amazon S3
3 4 (5.26%) Google Analytics
3 4 (5.26%) Virtual Private Cloud
4 3 (3.95%) GitHub
5 2 (2.63%) Amazon CloudWatch
5 2 (2.63%) Amazon EMR
5 2 (2.63%) Amazon Glacier
5 2 (2.63%) AWS CloudTrail
6 1 (1.32%) Amazon Kinesis
6 1 (1.32%) Amazon SageMaker
6 1 (1.32%) AWS CloudFormation
6 1 (1.32%) Cloud Computing
6 1 (1.32%) Google Cloud Platform
6 1 (1.32%) IaaS
6 1 (1.32%) OpenShift
6 1 (1.32%) PaaS
6 1 (1.32%) SaaS
Communications & Networking
1 4 (5.26%) DNS
2 2 (2.63%) Internet
3 1 (1.32%) 2G
3 1 (1.32%) 3G
3 1 (1.32%) 4G
3 1 (1.32%) HTTP
3 1 (1.32%) LAN
3 1 (1.32%) PuTTY
3 1 (1.32%) S/MIME
3 1 (1.32%) SSL
3 1 (1.32%) TCP/IP
3 1 (1.32%) VPN
3 1 (1.32%) WinSCP
Database & Business Intelligence
1 13 (17.11%) Data Warehouse
2 12 (15.79%) Big Data
3 8 (10.53%) Riak
4 7 (9.21%) Hadoop
5 5 (6.58%) MongoDB
5 5 (6.58%) Relational Database
6 4 (5.26%) Amazon Redshift
6 4 (5.26%) NoSQL
6 4 (5.26%) SQL Server Reporting Services
7 3 (3.95%) Amazon Aurora
7 3 (3.95%) Azure SQL Database
7 3 (3.95%) Data Lake
8 2 (2.63%) Amazon RDS
8 2 (2.63%) Apache Hive
8 2 (2.63%) Oracle Database
8 2 (2.63%) Pentaho
8 2 (2.63%) SAS Data Integration Studio
8 2 (2.63%) SAS Enterprise Guide
8 2 (2.63%) SAS Visual Analytics
8 2 (2.63%) SQL Server Integration Services
Development Applications
1 11 (14.47%) Git (software)
2 10 (13.16%) Jenkins
3 5 (6.58%) Maven
4 4 (5.26%) JIRA
4 4 (5.26%) Selenium
5 3 (3.95%) Cucumber
5 3 (3.95%) Gatling
5 3 (3.95%) gulp
5 3 (3.95%) IntelliJ
5 3 (3.95%) Sublime Text
5 3 (3.95%) Visual Studio Team System
5 3 (3.95%) WebDriver
6 2 (2.63%) Artifactory
6 2 (2.63%) Visual Studio Code
7 1 (1.32%) Grunt
7 1 (1.32%) Karma Test Runner
7 1 (1.32%) SpecFlow
7 1 (1.32%) Subversion
7 1 (1.32%) Team Foundation Server
7 1 (1.32%) TeamCity
General
1 17 (22.37%) Finance
2 5 (6.58%) Retail
3 2 (2.63%) Banking
4 1 (1.32%) Law
4 1 (1.32%) Marketing
4 1 (1.32%) Pharmaceutical
4 1 (1.32%) Publishing
4 1 (1.32%) Telecoms
Job Titles
1 25 (32.89%) Developer
2 15 (19.74%) Analyst
3 9 (11.84%) User Researcher
4 8 (10.53%) Python Developer
5 4 (5.26%) Data Analyst
6 3 (3.95%) Architect
6 3 (3.95%) AWS Engineer
6 3 (3.95%) Azure Engineer
6 3 (3.95%) Business Analyst
6 3 (3.95%) Business Intelligence Analyst
6 3 (3.95%) Consultant
6 3 (3.95%) Designer
6 3 (3.95%) DevOps Engineer
6 3 (3.95%) Project Manager
6 3 (3.95%) Scala Developer
6 3 (3.95%) Service Analyst
7 2 (2.63%) Azure DevOps
7 2 (2.63%) Business Intelligence Business Analyst
7 2 (2.63%) Data Warehouse Business Analyst
7 2 (2.63%) PowerShell Engineer
Libraries, Frameworks & Software Standards
1 8 (10.53%) Node.js
2 6 (7.89%) Servlets
3 5 (6.58%) Ajax
3 5 (6.58%) J2EE
3 5 (6.58%) OSGi
3 5 (6.58%) Web Services
4 4 (5.26%) Gherkin
4 4 (5.26%) HTML
4 4 (5.26%) Regular Expression
5 3 (3.95%) CSS
6 2 (2.63%) HTML5
6 2 (2.63%) LESS
6 2 (2.63%) Play Framework
6 2 (2.63%) REST
6 2 (2.63%) Sass
6 2 (2.63%) YAML
7 1 (1.32%) AngularJS
7 1 (1.32%) Natural Language Processing
7 1 (1.32%) scikit-learn
7 1 (1.32%) Theano
Miscellaneous
1 15 (19.74%) Analytical Skills
2 4 (5.26%) NHS
2 4 (5.26%) User Experience
3 3 (3.95%) Blog
3 3 (3.95%) Mainframe
3 3 (3.95%) Management Information System
4 1 (1.32%) Client/Server
4 1 (1.32%) CMDB
4 1 (1.32%) Computer Science
4 1 (1.32%) CUDA
4 1 (1.32%) Data Centre
4 1 (1.32%) Data Structures
4 1 (1.32%) GPGPU
4 1 (1.32%) Graphic Design
4 1 (1.32%) Hedge funds
4 1 (1.32%) Mobile Banking
4 1 (1.32%) PKI
4 1 (1.32%) Reference Data
4 1 (1.32%) Taxonomies
4 1 (1.32%) Virtual Team
Operating Systems
1 6 (7.89%) Windows
2 4 (5.26%) Linux
3 3 (3.95%) Unix
4 2 (2.63%) Red Hat Enterprise Linux
5 1 (1.32%) Ubuntu
5 1 (1.32%) Windows 10
Processes & Methodologies
1 39 (51.32%) Agile Software Development
2 24 (31.58%) Data Analytics
3 15 (19.74%) Problem-Solving
4 11 (14.47%) Business Intelligence
4 11 (14.47%) Continuous Improvement
5 10 (13.16%) ETL
5 10 (13.16%) Usability Testing
6 9 (11.84%) Performance Engineering
6 9 (11.84%) Scrum
7 8 (10.53%) Market Research
7 8 (10.53%) Psychology
7 8 (10.53%) Quantitative Research
7 8 (10.53%) Strategic Thinking
8 7 (9.21%) Qualitative Research
9 6 (7.89%) Continuous Integration
9 6 (7.89%) Data Science
10 5 (6.58%) Business Analysis
10 5 (6.58%) Decision-Making
10 5 (6.58%) Prototyping
10 5 (6.58%) Tag Management
Programming Languages
1 18 (23.68%) Python
1 18 (23.68%) SQL
2 12 (15.79%) Java
3 11 (14.47%) JavaScript
4 6 (7.89%) Ruby
4 6 (7.89%) Scala
5 4 (5.26%) C#
5 4 (5.26%) PowerShell
6 3 (3.95%) Groovy
7 2 (2.63%) T-SQL
8 1 (1.32%) Haskell
8 1 (1.32%) MATLAB
8 1 (1.32%) Perl
8 1 (1.32%) PL/SQL
8 1 (1.32%) R
8 1 (1.32%) Shell Script
8 1 (1.32%) VB
Qualifications
1 11 (14.47%) Degree
2 4 (5.26%) Security Cleared
3 3 (3.95%) BPSS Clearance
3 3 (3.95%) DBS Check
4 2 (2.63%) SC Cleared
5 1 (1.32%) ACCA
5 1 (1.32%) AWS Certification
5 1 (1.32%) CCNA
5 1 (1.32%) CIMA
5 1 (1.32%) CISA
5 1 (1.32%) Cisco Certification
5 1 (1.32%) MCSE
5 1 (1.32%) Microsoft Certification
5 1 (1.32%) PhD
5 1 (1.32%) PMI Certification
5 1 (1.32%) PMP
5 1 (1.32%) QiCA
Quality Assurance & Compliance
1 4 (5.26%) QA
2 3 (3.95%) PMO
3 2 (2.63%) Data Quality
3 2 (2.63%) Disclosure Scotland
3 2 (2.63%) SLA
4 1 (1.32%) GDPR
System Software
1 5 (6.58%) Docker
2 3 (3.95%) Active Directory
3 1 (1.32%) Citrix Presentation Server
3 1 (1.32%) HDFS
3 1 (1.32%) VMware Infrastructure
Systems Management
1 4 (5.26%) Opscode Chef
2 3 (3.95%) Grafana
2 3 (3.95%) Kibana
3 2 (2.63%) Ansible
3 2 (2.63%) Graphite
3 2 (2.63%) Oozie
3 2 (2.63%) Puppet
4 1 (1.32%) Ambari
4 1 (1.32%) Kubernetes
4 1 (1.32%) Mesos
4 1 (1.32%) Microsoft Intune
4 1 (1.32%) Oracle Identity Management
4 1 (1.32%) SCOM
4 1 (1.32%) SCOrch
4 1 (1.32%) Systems Management Server (SMS)
4 1 (1.32%) Terraform
4 1 (1.32%) WMI
Vendors
1 9 (11.84%) Microsoft
2 5 (6.58%) Oracle
3 4 (5.26%) Google
3 4 (5.26%) SAP
3 4 (5.26%) Splunk
4 3 (3.95%) Atlassian
4 3 (3.95%) Intel
4 3 (3.95%) McAfee
4 3 (3.95%) Netskope
4 3 (3.95%) Tableau
5 1 (1.32%) Adobe
5 1 (1.32%) Citrix
5 1 (1.32%) Dataiku
5 1 (1.32%) Hortonworks
5 1 (1.32%) HP
5 1 (1.32%) Huawei
5 1 (1.32%) Nokia
5 1 (1.32%) SolarWinds
5 1 (1.32%) VMware
5 1 (1.32%) Zoho