Period
to 14 December 2018

The following table provides summary statistics for contract job vacancies advertised in West Yorkshire 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 14 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
Yorkshire > West Yorkshire
6 months to
14 Dec 2018
Same period 2017 Same period 2016
Rank 80 55 85
Rank change year-on-year -25 +30 -23
Contract jobs citing Analytics 93 111 84
As % of all contract IT jobs advertised in West Yorkshire 2.71% 3.67% 2.42%
As % of the Processes & Methodologies category 3.10% 4.24% 2.76%
Number of daily rates quoted 58 78 52
West Yorkshire median daily rate £425 £462 £423
Median daily rate % change year-on-year -8.06% +9.41% -0.59%
10th Percentile £317 £313 £301
90th Percentile £558 £618 £575
Yorkshire median daily rate £450 £475 £400
% change year-on-year -5.26% +18.75% -11.11%
Number of hourly rates quoted 1 0 1
West Yorkshire median hourly rate £16.00 - £29.50
Yorkshire median hourly rate £16.00 £35.00 £29.50
% change year-on-year -54.29% +18.64% -20.36%

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 West Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
West Yorkshire
Contract vacancies with a requirement for process or methodology skills 3,002 2,616 3,041
As % of all contract IT jobs advertised in West Yorkshire 87.50% 86.54% 87.46%
Number of daily rates quoted 2,047 1,811 1,976
West Yorkshire median daily rate £415 £405 £400
Median daily rate % change year-on-year +2.47% +1.25% +6.67%
10th Percentile £300 £263 £263
90th Percentile £575 £550 £538
Yorkshire median daily rate £413 £410 £400
% change year-on-year +0.61% +2.50% +6.67%
Number of hourly rates quoted 78 67 73
West Yorkshire median hourly rate £17.21 £16.00 £14.50
Median hourly rate % change year-on-year +7.53% +10.34% -3.33%
10th Percentile £11.18 £9.92 £10.20
90th Percentile £27.55 £40.00 £29.50
Yorkshire median hourly rate £17.00 £16.00 £14.57
% change year-on-year +6.25% +9.85% +4.04%

Analytics
Job Vacancy Trend in West Yorkshire

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

Job vacancy trend for Analytics in West Yorkshire

Analytics
Contractor Daily Rate Trend in West Yorkshire

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

Contractor daily rate trend for Analytics in West Yorkshire

Analytics
Contractor Daily Rate Histogram in West Yorkshire

The daily rate distribution of IT jobs citing Analytics in West Yorkshire over the 6 months to 14 December 2018.

Contractor daily rate histogram for Analytics in West Yorkshire

Analytics
Contractor Hourly Rate Trend in West Yorkshire

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

Contractor hourly rate trend for Analytics in West Yorkshire

Analytics
Contract Job Locations in West Yorkshire

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytics within the West Yorkshire region over the 6 months to 14 December 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Leeds -28 67 £450 -5.76% 36
Halifax +3 5 £405 -10.20% 2
Bradford -19 4 £350 -8.79% 6
Bingley - 2 £375 - 1
Brighouse - 1 - -
Wakefield - 1 £475 - 2
Analytics
Yorkshire

For the 6 months to 14 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 West Yorkshire region with a requirement for Analytics.

1 34 (36.56%) Agile Software Development
2 30 (32.26%) SQL
3 27 (29.03%) Data Analytics
4 22 (23.66%) Finance
5 17 (18.28%) Business Intelligence
6 16 (17.20%) Data Warehouse
6 16 (17.20%) Microsoft
7 15 (16.13%) ETL
8 14 (15.05%) Java
9 13 (13.98%) Python
10 12 (12.90%) Migration
10 12 (12.90%) Microsoft Azure
10 12 (12.90%) Jenkins
10 12 (12.90%) Analytical Skills
10 12 (12.90%) Problem-Solving
11 11 (11.83%) Node.js
11 11 (11.83%) Windows
11 11 (11.83%) JavaScript
12 10 (10.75%) Configuration Management
12 10 (10.75%) Amazon AWS
12 10 (10.75%) Data Management
12 10 (10.75%) SQL Server Reporting Services
12 10 (10.75%) DevOps
13 9 (9.68%) Docker
13 9 (9.68%) Ruby
13 9 (9.68%) Scala
13 9 (9.68%) Continuous Integration
13 9 (9.68%) Git (software)
13 9 (9.68%) SAP
14 8 (8.60%) Oracle

Analytics
Co-occurring IT Skills in West 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 5 (5.38%) Apache Spark
1 5 (5.38%) nginx
1 5 (5.38%) SharePoint
2 4 (4.30%) Adobe Experience Manager
2 4 (4.30%) Confluence
2 4 (4.30%) SAS
2 4 (4.30%) Tomcat
3 2 (2.15%) SharePoint 2010
3 2 (2.15%) SharePoint 2013
4 1 (1.08%) Apache
4 1 (1.08%) Apache Pig
4 1 (1.08%) Elasticsearch
Applications
1 8 (8.60%) Microsoft Excel
2 2 (2.15%) Adobe Creative Suite
3 1 (1.08%) Microsoft Office
3 1 (1.08%) Microsoft PowerPoint
3 1 (1.08%) MS Visio
Business Applications
1 2 (2.15%) Workday HCM
2 1 (1.08%) Cognos Business Intelligence
2 1 (1.08%) Sprinklr
Cloud Services
1 12 (12.90%) Microsoft Azure
2 10 (10.75%) Amazon AWS
3 7 (7.53%) Google Analytics
4 4 (4.30%) Amazon EC2
4 4 (4.30%) Amazon S3
4 4 (4.30%) Virtual Private Cloud
5 3 (3.23%) SaaS
6 2 (2.15%) Amazon CloudWatch
6 2 (2.15%) Amazon EMR
6 2 (2.15%) Amazon Glacier
6 2 (2.15%) AWS CloudTrail
6 2 (2.15%) GitHub
6 2 (2.15%) Office 365
7 1 (1.08%) Amazon Kinesis
7 1 (1.08%) Amazon SageMaker
7 1 (1.08%) AWS CloudFormation
7 1 (1.08%) Google Cloud Platform
7 1 (1.08%) IaaS
7 1 (1.08%) OpenShift
7 1 (1.08%) PaaS
Communications & Networking
1 4 (4.30%) DNS
1 4 (4.30%) HTTP
1 4 (4.30%) SSL
1 4 (4.30%) TCP/IP
2 2 (2.15%) Internet
3 1 (1.08%) 2G
3 1 (1.08%) 3G
3 1 (1.08%) 4G
3 1 (1.08%) LAN
3 1 (1.08%) PuTTY
3 1 (1.08%) S/MIME
3 1 (1.08%) VPN
3 1 (1.08%) WinSCP
Database & Business Intelligence
1 16 (17.20%) Data Warehouse
2 10 (10.75%) SQL Server Reporting Services
3 8 (8.60%) Big Data
3 8 (8.60%) Hadoop
3 8 (8.60%) MongoDB
4 7 (7.53%) NoSQL
4 7 (7.53%) SQL Server Integration Services
5 6 (6.45%) SQL Server
6 5 (5.38%) Relational Database
7 4 (4.30%) Amazon Redshift
7 4 (4.30%) Data Lake
8 3 (3.23%) Amazon Aurora
8 3 (3.23%) Apache Hive
8 3 (3.23%) Azure SQL Database
9 2 (2.15%) Amazon Athena
9 2 (2.15%) Amazon RDS
9 2 (2.15%) Electronic Patient Records
9 2 (2.15%) Oracle Database
9 2 (2.15%) SAS Data Integration Studio
9 2 (2.15%) SAS Visual Analytics
Development Applications
1 12 (12.90%) Jenkins
2 9 (9.68%) Git (software)
3 7 (7.53%) Selenium
4 6 (6.45%) Cucumber
4 6 (6.45%) Gatling
4 6 (6.45%) IntelliJ
5 4 (4.30%) Ant
5 4 (4.30%) JIRA
5 4 (4.30%) Maven
6 3 (3.23%) Visual Studio Team System
6 3 (3.23%) WebDriver
7 2 (2.15%) Artifactory
7 2 (2.15%) gulp
7 2 (2.15%) Sublime Text
7 2 (2.15%) Visual Studio Code
8 1 (1.08%) Mercurial
8 1 (1.08%) RSpec
8 1 (1.08%) SpecFlow
8 1 (1.08%) Team Foundation Server
8 1 (1.08%) TeamCity
General
1 22 (23.66%) Finance
2 6 (6.45%) Banking
3 4 (4.30%) Retail
4 1 (1.08%) Law
4 1 (1.08%) Pharmaceutical
4 1 (1.08%) Publishing
4 1 (1.08%) Telecoms
Job Titles
1 25 (26.88%) Developer
2 21 (22.58%) Analyst
3 8 (8.60%) Architect
4 6 (6.45%) Data Analyst
4 6 (6.45%) Scala Developer
5 5 (5.38%) Administrator
5 5 (5.38%) User Researcher
6 4 (4.30%) Data Architect
6 4 (4.30%) Designer
6 4 (4.30%) Information Analyst
6 4 (4.30%) Project Manager
6 4 (4.30%) Test Analyst
7 3 (3.23%) Data Manager
7 3 (3.23%) Data Warehouse Analyst
7 3 (3.23%) Data Warehouse Test Analyst
7 3 (3.23%) DBA
7 3 (3.23%) ETL Analyst
7 3 (3.23%) Security Administrator
7 3 (3.23%) Senior Designer
7 3 (3.23%) UX Designer
Libraries, Frameworks & Software Standards
1 11 (11.83%) Node.js
2 8 (8.60%) Servlets
2 8 (8.60%) Web Services
3 7 (7.53%) CSS
3 7 (7.53%) Gherkin
3 7 (7.53%) JSON
4 6 (6.45%) Play Framework
4 6 (6.45%) Regular Expression
4 6 (6.45%) XML
5 4 (4.30%) Ajax
5 4 (4.30%) HTML
5 4 (4.30%) J2EE
5 4 (4.30%) OSGi
5 4 (4.30%) REST
6 2 (2.15%) HTML5
6 2 (2.15%) Kafka
6 2 (2.15%) LESS
6 2 (2.15%) Sass
6 2 (2.15%) SOAP
6 2 (2.15%) YAML
Miscellaneous
1 12 (12.90%) Analytical Skills
2 8 (8.60%) Management Information System
3 5 (5.38%) User Experience
4 4 (4.30%) NHS
5 3 (3.23%) Mainframe
5 3 (3.23%) Taxonomies
6 2 (2.15%) Blog
6 2 (2.15%) e-Health
6 2 (2.15%) Graphic Design
6 2 (2.15%) LIMS
6 2 (2.15%) PACS
7 1 (1.08%) Client/Server
7 1 (1.08%) CMDB
7 1 (1.08%) CUDA
7 1 (1.08%) Data Centre
7 1 (1.08%) GPGPU
7 1 (1.08%) Hedge funds
7 1 (1.08%) Mobile Banking
7 1 (1.08%) PKI
7 1 (1.08%) Social Media
Operating Systems
1 11 (11.83%) Windows
2 7 (7.53%) Linux
3 4 (4.30%) Ubuntu
4 3 (3.23%) Unix
5 2 (2.15%) Red Hat Enterprise Linux
5 2 (2.15%) Windows 7
6 1 (1.08%) Windows 10
Processes & Methodologies
1 34 (36.56%) Agile Software Development
2 27 (29.03%) Data Analytics
3 17 (18.28%) Business Intelligence
4 15 (16.13%) ETL
5 12 (12.90%) Migration
5 12 (12.90%) Problem-Solving
6 10 (10.75%) Configuration Management
6 10 (10.75%) Data Management
6 10 (10.75%) DevOps
7 9 (9.68%) Continuous Integration
8 8 (8.60%) Data Modelling
8 8 (8.60%) Incident Management
8 8 (8.60%) Scrum
8 8 (8.60%) Usability Testing
9 7 (7.53%) Data Analysis
9 7 (7.53%) Data Loss Prevention
9 7 (7.53%) Data Migration
9 7 (7.53%) Data Science
9 7 (7.53%) Information Security
9 7 (7.53%) Workflow
Programming Languages
1 30 (32.26%) SQL
2 14 (15.05%) Java
3 13 (13.98%) Python
4 11 (11.83%) JavaScript
5 9 (9.68%) Ruby
5 9 (9.68%) Scala
6 7 (7.53%) C#
7 6 (6.45%) Groovy
8 4 (4.30%) Haskell
8 4 (4.30%) Perl
8 4 (4.30%) PowerShell
9 3 (3.23%) T-SQL
10 2 (2.15%) VBA
11 1 (1.08%) MATLAB
11 1 (1.08%) PL/SQL
11 1 (1.08%) R
11 1 (1.08%) Shell Script
11 1 (1.08%) VB
Qualifications
1 7 (7.53%) Degree
2 3 (3.23%) MCSE
2 3 (3.23%) Microsoft Certification
3 2 (2.15%) BPSS Clearance
3 2 (2.15%) DBS Check
3 2 (2.15%) MCSD
3 2 (2.15%) Security Cleared
4 1 (1.08%) AWS Certification
4 1 (1.08%) CCNA
4 1 (1.08%) Cisco Certification
4 1 (1.08%) PhD
4 1 (1.08%) PMI Certification
4 1 (1.08%) PMP
4 1 (1.08%) SC Cleared
4 1 (1.08%) Six Sigma Green Belt
Quality Assurance & Compliance
1 4 (4.30%) Data Quality
1 4 (4.30%) GDPR
1 4 (4.30%) ISO/IEC 27001
2 3 (3.23%) QA
3 2 (2.15%) Disclosure Scotland
3 2 (2.15%) HL7
4 1 (1.08%) PMO
System Software
1 9 (9.68%) Docker
2 3 (3.23%) Active Directory
3 2 (2.15%) HDFS
4 1 (1.08%) Apache Flume
4 1 (1.08%) Citrix Presentation Server
4 1 (1.08%) VMware Infrastructure
Systems Management
1 6 (6.45%) Grafana
1 6 (6.45%) Kibana
2 5 (5.38%) Puppet
3 4 (4.30%) Opscode Chef
4 2 (2.15%) Ansible
4 2 (2.15%) Graphite
4 2 (2.15%) Oozie
5 1 (1.08%) Ambari
5 1 (1.08%) Kubernetes
5 1 (1.08%) Mesos
5 1 (1.08%) Microsoft Intune
5 1 (1.08%) Oracle Identity Management
5 1 (1.08%) SCOM
5 1 (1.08%) SCOrch
5 1 (1.08%) Terraform
5 1 (1.08%) WMI
Vendors
1 16 (17.20%) Microsoft
2 9 (9.68%) SAP
3 8 (8.60%) Oracle
4 7 (7.53%) Google
5 6 (6.45%) Adobe
6 5 (5.38%) Intel
6 5 (5.38%) McAfee
6 5 (5.38%) Netskope
7 4 (4.30%) Splunk
8 3 (3.23%) Atlassian
8 3 (3.23%) Tableau
9 2 (2.15%) Blue Coat
9 2 (2.15%) ServiceNow
9 2 (2.15%) Trustwave
9 2 (2.15%) Workday
10 1 (1.08%) Crimson Hexagon
10 1 (1.08%) Dataiku
10 1 (1.08%) Hortonworks
10 1 (1.08%) Twitter
10 1 (1.08%) Zoho