Period
to 15 December 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 15 December 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
15 Dec 2018
Same period 2017 Same period 2016
Rank 74 47 80
Rank change year-on-year -27 +33 -28
Contract jobs citing Analytics 67 95 60
As % of all contract IT jobs advertised in Leeds 2.83% 4.23% 2.35%
As % of the Processes & Methodologies category 3.20% 4.86% 2.63%
Number of daily rates quoted 47 66 33
Leeds median daily rate £450 £478 £410
Median daily rate % change year-on-year -5.76% +16.46% -0.61%
10th Percentile £316 £325 £303
90th Percentile £575 £625 £578
West Yorkshire median daily rate £425 £462 £423
% change year-on-year -8.06% +9.41% -0.59%
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 2,093 1,953 2,278
As % of all contract IT jobs advertised in Leeds 88.54% 87.03% 89.09%
Number of daily rates quoted 1,451 1,386 1,511
Leeds median daily rate £425 £415 £400
Median daily rate % change year-on-year +2.41% +3.75% +3.23%
10th Percentile £313 £264 £275
90th Percentile £575 £550 £550
West Yorkshire median daily rate £414 £405 £400
% change year-on-year +2.16% +1.25% +6.67%
Number of hourly rates quoted 50 33 40
Leeds median hourly rate £17.91 £25.00 £13.25
Median hourly rate % change year-on-year -28.37% +88.68% -11.67%
10th Percentile £11.24 £11.98 £10.47
90th Percentile £26.85 £40.00 £30.83
West Yorkshire median hourly rate £17.21 £16.00 £14.50
% change year-on-year +7.53% +10.34% -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 15 December 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 15 December 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 25 (37.31%) Agile Software Development
2 22 (32.84%) SQL
3 21 (31.34%) Data Analytics
4 14 (20.90%) Finance
5 12 (17.91%) Microsoft
6 10 (14.93%) ETL
6 10 (14.93%) Business Intelligence
6 10 (14.93%) Java
6 10 (14.93%) Microsoft Azure
6 10 (14.93%) Amazon AWS
6 10 (14.93%) Analytical Skills
6 10 (14.93%) Problem-Solving
7 9 (13.43%) Git (software)
7 9 (13.43%) Python
7 9 (13.43%) Data Warehouse
7 9 (13.43%) Data Management
8 8 (11.94%) Hadoop
8 8 (11.94%) Jenkins
9 7 (10.45%) Data Science
9 7 (10.45%) Quantitative Research
9 7 (10.45%) Node.js
9 7 (10.45%) Usability Testing
9 7 (10.45%) Incident Management
9 7 (10.45%) Degree
9 7 (10.45%) Scrum
9 7 (10.45%) Management Information System
9 7 (10.45%) Oracle
9 7 (10.45%) Web Services
9 7 (10.45%) Data Modelling
10 6 (8.96%) Configuration Management

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 5 (7.46%) Apache Spark
2 4 (5.97%) Adobe Experience Manager
2 4 (5.97%) Confluence
3 2 (2.99%) SAS
3 2 (2.99%) SharePoint
4 1 (1.49%) Apache
4 1 (1.49%) Apache Pig
4 1 (1.49%) Elasticsearch
4 1 (1.49%) nginx
Applications
1 5 (7.46%) Microsoft Excel
2 1 (1.49%) Adobe Creative Suite
2 1 (1.49%) Microsoft Office
2 1 (1.49%) Microsoft PowerPoint
2 1 (1.49%) MS Visio
Business Applications
1 1 (1.49%) Sprinklr
1 1 (1.49%) Workday HCM
Cloud Services
1 10 (14.93%) Amazon AWS
1 10 (14.93%) Microsoft Azure
2 4 (5.97%) Amazon EC2
2 4 (5.97%) Amazon S3
2 4 (5.97%) Virtual Private Cloud
3 3 (4.48%) Google Analytics
4 2 (2.99%) Amazon CloudWatch
4 2 (2.99%) Amazon EMR
4 2 (2.99%) Amazon Glacier
4 2 (2.99%) AWS CloudTrail
4 2 (2.99%) GitHub
4 2 (2.99%) SaaS
5 1 (1.49%) Amazon Kinesis
5 1 (1.49%) Amazon SageMaker
5 1 (1.49%) AWS CloudFormation
5 1 (1.49%) Cloud Computing
5 1 (1.49%) Google Cloud Platform
5 1 (1.49%) IaaS
5 1 (1.49%) OpenShift
5 1 (1.49%) PaaS
Communications & Networking
1 4 (5.97%) DNS
2 2 (2.99%) Internet
3 1 (1.49%) 2G
3 1 (1.49%) 3G
3 1 (1.49%) 4G
3 1 (1.49%) LAN
3 1 (1.49%) PuTTY
3 1 (1.49%) S/MIME
3 1 (1.49%) VPN
3 1 (1.49%) WinSCP
Database & Business Intelligence
1 9 (13.43%) Data Warehouse
2 8 (11.94%) Hadoop
3 6 (8.96%) Big Data
4 5 (7.46%) Relational Database
5 4 (5.97%) Amazon Redshift
5 4 (5.97%) Data Lake
5 4 (5.97%) MongoDB
5 4 (5.97%) SQL Server Reporting Services
6 3 (4.48%) Amazon Aurora
6 3 (4.48%) Apache Hive
6 3 (4.48%) Azure SQL Database
6 3 (4.48%) NoSQL
6 3 (4.48%) SQL Server
7 2 (2.99%) Amazon Athena
7 2 (2.99%) Amazon RDS
7 2 (2.99%) Oracle Database
7 2 (2.99%) Pentaho
7 2 (2.99%) SAS Data Integration Studio
7 2 (2.99%) SAS Enterprise Guide
7 2 (2.99%) SAS Visual Analytics
Development Applications
1 9 (13.43%) Git (software)
2 8 (11.94%) Jenkins
3 4 (5.97%) JIRA
3 4 (5.97%) Maven
4 3 (4.48%) Selenium
4 3 (4.48%) Visual Studio Team System
4 3 (4.48%) WebDriver
5 2 (2.99%) Artifactory
5 2 (2.99%) Cucumber
5 2 (2.99%) Gatling
5 2 (2.99%) gulp
5 2 (2.99%) IntelliJ
5 2 (2.99%) Sublime Text
5 2 (2.99%) Visual Studio Code
6 1 (1.49%) Mercurial
6 1 (1.49%) RSpec
6 1 (1.49%) SpecFlow
6 1 (1.49%) Subversion
6 1 (1.49%) Team Foundation Server
6 1 (1.49%) TeamCity
General
1 14 (20.90%) Finance
2 4 (5.97%) Banking
2 4 (5.97%) Retail
3 1 (1.49%) Law
3 1 (1.49%) Pharmaceutical
3 1 (1.49%) Publishing
3 1 (1.49%) Telecoms
Job Titles
1 18 (26.87%) Developer
2 13 (19.40%) Analyst
3 7 (10.45%) Architect
4 5 (7.46%) User Researcher
5 4 (5.97%) Data Architect
6 3 (4.48%) Analytics Manager
6 3 (4.48%) AWS Engineer
6 3 (4.48%) Azure Engineer
6 3 (4.48%) Data Analyst
6 3 (4.48%) DevOps Engineer
6 3 (4.48%) Digital Analytics Manager
6 3 (4.48%) Information Analyst
7 2 (2.99%) AWS Architect
7 2 (2.99%) Azure DevOps
7 2 (2.99%) Cloud Architect
7 2 (2.99%) Cloud Engineer
7 2 (2.99%) Data Warehouse Developer
7 2 (2.99%) Insight Manager
7 2 (2.99%) PowerShell Engineer
7 2 (2.99%) Senior User Researcher
Libraries, Frameworks & Software Standards
1 7 (10.45%) Node.js
1 7 (10.45%) Web Services
2 6 (8.96%) Regular Expression
3 4 (5.97%) Ajax
3 4 (5.97%) HTML
3 4 (5.97%) J2EE
3 4 (5.97%) OSGi
3 4 (5.97%) Servlets
4 3 (4.48%) CSS
4 3 (4.48%) Gherkin
4 3 (4.48%) REST
5 2 (2.99%) HTML5
5 2 (2.99%) JSON
5 2 (2.99%) Kafka
5 2 (2.99%) LESS
5 2 (2.99%) Play Framework
5 2 (2.99%) Sass
5 2 (2.99%) YAML
6 1 (1.49%) Natural Language Processing
6 1 (1.49%) WPF
Miscellaneous
1 10 (14.93%) Analytical Skills
2 7 (10.45%) Management Information System
3 3 (4.48%) Mainframe
3 3 (4.48%) NHS
3 3 (4.48%) Taxonomies
3 3 (4.48%) User Experience
4 2 (2.99%) Blog
5 1 (1.49%) CMDB
5 1 (1.49%) CUDA
5 1 (1.49%) Data Centre
5 1 (1.49%) e-Health
5 1 (1.49%) GPGPU
5 1 (1.49%) Graphic Design
5 1 (1.49%) Hedge funds
5 1 (1.49%) LIMS
5 1 (1.49%) Mobile Banking
5 1 (1.49%) PACS
5 1 (1.49%) PKI
5 1 (1.49%) Social Media
5 1 (1.49%) Virtual Team
Operating Systems
1 6 (8.96%) Windows
2 3 (4.48%) Linux
2 3 (4.48%) Unix
3 2 (2.99%) Red Hat Enterprise Linux
4 1 (1.49%) Windows 10
4 1 (1.49%) Windows 7
Processes & Methodologies
1 25 (37.31%) Agile Software Development
2 21 (31.34%) Data Analytics
3 10 (14.93%) Business Intelligence
3 10 (14.93%) ETL
3 10 (14.93%) Problem-Solving
4 9 (13.43%) Data Management
5 7 (10.45%) Data Modelling
5 7 (10.45%) Data Science
5 7 (10.45%) Incident Management
5 7 (10.45%) Quantitative Research
5 7 (10.45%) Scrum
5 7 (10.45%) Usability Testing
6 6 (8.96%) Configuration Management
6 6 (8.96%) Continuous Improvement
6 6 (8.96%) Data Loss Prevention
6 6 (8.96%) Data Protection
6 6 (8.96%) DevOps
6 6 (8.96%) User-Centered Design (UCD)
6 6 (8.96%) Visualisation
6 6 (8.96%) Workflow Analysis
Programming Languages
1 22 (32.84%) SQL
2 10 (14.93%) Java
3 9 (13.43%) Python
4 6 (8.96%) JavaScript
5 5 (7.46%) Ruby
5 5 (7.46%) Scala
6 4 (5.97%) PowerShell
7 3 (4.48%) C#
8 2 (2.99%) Groovy
8 2 (2.99%) T-SQL
9 1 (1.49%) MATLAB
9 1 (1.49%) PL/SQL
9 1 (1.49%) R
9 1 (1.49%) Shell Script
9 1 (1.49%) VB
Qualifications
1 7 (10.45%) Degree
2 2 (2.99%) BPSS Clearance
2 2 (2.99%) DBS Check
2 2 (2.99%) Security Cleared
3 1 (1.49%) AWS Certification
3 1 (1.49%) CCNA
3 1 (1.49%) Cisco Certification
3 1 (1.49%) MCSE
3 1 (1.49%) Microsoft Certification
3 1 (1.49%) PhD
3 1 (1.49%) PMI Certification
3 1 (1.49%) PMP
3 1 (1.49%) SC Cleared
Quality Assurance & Compliance
1 4 (5.97%) GDPR
2 3 (4.48%) Data Quality
2 3 (4.48%) QA
3 2 (2.99%) Disclosure Scotland
3 2 (2.99%) ISO/IEC 27001
4 1 (1.49%) HL7
4 1 (1.49%) PMO
System Software
1 5 (7.46%) Docker
2 3 (4.48%) Active Directory
3 2 (2.99%) HDFS
4 1 (1.49%) Apache Flume
4 1 (1.49%) Citrix Presentation Server
4 1 (1.49%) VMware Infrastructure
Systems Management
1 4 (5.97%) Opscode Chef
2 2 (2.99%) Ansible
2 2 (2.99%) Grafana
2 2 (2.99%) Graphite
2 2 (2.99%) Kibana
2 2 (2.99%) Oozie
3 1 (1.49%) Ambari
3 1 (1.49%) Kubernetes
3 1 (1.49%) Mesos
3 1 (1.49%) Microsoft Intune
3 1 (1.49%) Oracle Identity Management
3 1 (1.49%) Puppet
3 1 (1.49%) SCOM
3 1 (1.49%) SCOrch
3 1 (1.49%) Terraform
3 1 (1.49%) WMI
Vendors
1 12 (17.91%) Microsoft
2 7 (10.45%) Oracle
3 5 (7.46%) Intel
3 5 (7.46%) McAfee
3 5 (7.46%) Netskope
3 5 (7.46%) SAP
4 4 (5.97%) Splunk
5 3 (4.48%) Atlassian
5 3 (4.48%) Google
5 3 (4.48%) Tableau
6 1 (1.49%) Blue Coat
6 1 (1.49%) Dataiku
6 1 (1.49%) Hortonworks
6 1 (1.49%) Huawei
6 1 (1.49%) Proofpoint
6 1 (1.49%) ServiceNow
6 1 (1.49%) SolarWinds
6 1 (1.49%) Twitter
6 1 (1.49%) VMware
6 1 (1.49%) Zoho