Period
to 12 December 2018

The following table provides summary statistics for contract job vacancies advertised in 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 12 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
England > Yorkshire
6 months to
12 Dec 2018
Same period 2017 Same period 2016
Rank 80 51 98
Rank change year-on-year -29 +47 -43
Contract jobs citing Analytics 132 147 112
As % of all contract IT jobs advertised in Yorkshire 2.65% 3.30% 2.09%
As % of the Processes & Methodologies category 3.05% 3.87% 2.45%
Number of daily rates quoted 83 112 68
Yorkshire median daily rate £450 £475 £400
Median daily rate % change year-on-year -5.26% +18.75% -11.11%
10th Percentile £320 £313 £263
90th Percentile £675 £625 £575
England median daily rate £500 £500 £450
% change year-on-year - +11.11% -
Number of hourly rates quoted 1 1 1
Yorkshire median hourly rate £16.00 £35.00 £29.50
Median hourly rate % change year-on-year -54.29% +18.64% -20.36%
England median hourly rate £30.00 £32.50 £22.50
% change year-on-year -7.69% +44.44% +2.27%

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 Yorkshire with a requirement for process or methodology skills.

All Process and Methodology Skills
Yorkshire
Contract vacancies with a requirement for process or methodology skills 4,334 3,803 4,578
As % of all contract IT jobs advertised in Yorkshire 86.99% 85.50% 85.55%
Number of daily rates quoted 2,948 2,513 2,962
Yorkshire median daily rate £413 £405 £400
Median daily rate % change year-on-year +1.85% +1.25% +6.67%
10th Percentile £281 £261 £260
90th Percentile £556 £550 £538
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 117 101 143
Yorkshire median hourly rate £17.00 £16.00 £14.57
Median hourly rate % change year-on-year +6.25% +9.85% +0.45%
10th Percentile £10.65 £10.50 £10.54
90th Percentile £41.50 £40.00 £34.71
England median hourly rate £22.00 £25.00 £22.84
% change year-on-year -12.00% +9.48% +3.80%

Analytics
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Analytics in Yorkshire

Analytics
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Analytics in Yorkshire

Analytics
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Analytics in Yorkshire over the 6 months to 12 December 2018.

Contractor daily rate histogram for Analytics in Yorkshire

Analytics
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Analytics in Yorkshire

Analytics
Contract Job Locations in 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 Yorkshire region over the 6 months to 12 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
West Yorkshire -23 94 £425 -8.36% 50
South Yorkshire -9 31 £475 -14.41% 11
North Yorkshire 0 6 £401 +23.23% 16
East Yorkshire - 1 - - 1
Analytics
England

For the 6 months to 12 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 Yorkshire region with a requirement for Analytics.

1 50 (37.88%) SQL
2 43 (32.58%) Agile Software Development
3 36 (27.27%) Finance
4 32 (24.24%) Python
5 30 (22.73%) Data Analytics
6 27 (20.45%) Analytical Skills
7 23 (17.42%) Business Intelligence
8 22 (16.67%) Data Warehouse
9 21 (15.91%) Hadoop
10 18 (13.64%) Jenkins
11 17 (12.88%) Visualisation
11 17 (12.88%) Microsoft
12 16 (12.12%) ETL
12 16 (12.12%) Data Analysis
12 16 (12.12%) Amazon AWS
12 16 (12.12%) R
12 16 (12.12%) DevOps
13 15 (11.36%) Java
14 14 (10.61%) Windows
14 14 (10.61%) SAS
14 14 (10.61%) Data Visualisation
14 14 (10.61%) Data Science
14 14 (10.61%) Problem-Solving
15 13 (9.85%) Microsoft Azure
15 13 (9.85%) Oracle
15 13 (9.85%) Migration
16 12 (9.09%) JavaScript
16 12 (9.09%) Data Management
16 12 (9.09%) Tableau
16 12 (9.09%) Continuous Improvement

Analytics
Co-occurring IT Skills in 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 14 (10.61%) SAS
2 6 (4.55%) Apache Spark
2 6 (4.55%) Confluence
2 6 (4.55%) SharePoint
3 5 (3.79%) nginx
4 4 (3.03%) Adobe Experience Manager
4 4 (3.03%) Tomcat
5 2 (1.52%) SharePoint 2010
5 2 (1.52%) SharePoint 2013
6 1 (0.76%) Apache
6 1 (0.76%) Apache Pig
6 1 (0.76%) CMS
6 1 (0.76%) Elasticsearch
6 1 (0.76%) Oracle Coherence
6 1 (0.76%) Oracle Service Bus
6 1 (0.76%) Oracle SOA Suite
6 1 (0.76%) WebLogic
Applications
1 10 (7.58%) Microsoft Excel
2 2 (1.52%) Adobe Creative Suite
3 1 (0.76%) Microsoft Office
3 1 (0.76%) Microsoft PowerPoint
3 1 (0.76%) MS Visio
Business Applications
1 2 (1.52%) Workday HCM
2 1 (0.76%) Cognos Business Intelligence
2 1 (0.76%) Oracle BPM
2 1 (0.76%) Remedy ITSM
2 1 (0.76%) Sprinklr
Cloud Services
1 16 (12.12%) Amazon AWS
2 13 (9.85%) Microsoft Azure
3 9 (6.82%) Google Analytics
4 6 (4.55%) Google Cloud Platform
5 4 (3.03%) Amazon EC2
5 4 (3.03%) Amazon S3
5 4 (3.03%) SaaS
5 4 (3.03%) Virtual Private Cloud
6 2 (1.52%) Amazon CloudWatch
6 2 (1.52%) Amazon EMR
6 2 (1.52%) Amazon Glacier
6 2 (1.52%) AWS CloudTrail
6 2 (1.52%) Cloud Computing
6 2 (1.52%) GitHub
6 2 (1.52%) Office 365
6 2 (1.52%) PaaS
7 1 (0.76%) Amazon Kinesis
7 1 (0.76%) AWS CloudFormation
7 1 (0.76%) IaaS
7 1 (0.76%) OpenShift
Communications & Networking
1 4 (3.03%) DNS
1 4 (3.03%) HTTP
1 4 (3.03%) Internet
1 4 (3.03%) SSL
1 4 (3.03%) TCP/IP
2 1 (0.76%) 2G
2 1 (0.76%) 3G
2 1 (0.76%) 4G
2 1 (0.76%) LAN
2 1 (0.76%) PuTTY
2 1 (0.76%) S/MIME
2 1 (0.76%) SMS
2 1 (0.76%) VPN
2 1 (0.76%) WinSCP
Database & Business Intelligence
1 22 (16.67%) Data Warehouse
2 21 (15.91%) Hadoop
3 12 (9.09%) Big Data
4 11 (8.33%) MongoDB
4 11 (8.33%) SQL Server Reporting Services
5 9 (6.82%) NoSQL
5 9 (6.82%) SQL Server Integration Services
6 8 (6.06%) QlikView
6 8 (6.06%) SQL Server
7 7 (5.30%) Data Lake
7 7 (5.30%) Spotfire
8 6 (4.55%) Amazon Redshift
8 6 (4.55%) Relational Database
9 5 (3.79%) Apache Hive
9 5 (3.79%) PostgreSQL
10 4 (3.03%) HBase
10 4 (3.03%) Oracle Database
10 4 (3.03%) Pentaho
11 3 (2.27%) Cognos Framework Manager
11 3 (2.27%) Enterprise Data Warehouse
Development Applications
1 18 (13.64%) Jenkins
2 10 (7.58%) JIRA
3 9 (6.82%) Git (software)
4 7 (5.30%) Selenium
5 6 (4.55%) Cucumber
5 6 (4.55%) Gatling
5 6 (4.55%) IntelliJ
6 4 (3.03%) Ant
6 4 (3.03%) Maven
7 3 (2.27%) Visual Studio Team System
7 3 (2.27%) WebDriver
8 2 (1.52%) Artifactory
8 2 (1.52%) ERwin
8 2 (1.52%) gulp
8 2 (1.52%) Sublime Text
8 2 (1.52%) Visual Studio Code
9 1 (0.76%) Mercurial
9 1 (0.76%) SpecFlow
9 1 (0.76%) Subversion
9 1 (0.76%) Team Foundation Server
General
1 36 (27.27%) Finance
2 8 (6.06%) Banking
3 5 (3.79%) Law
4 4 (3.03%) Retail
5 1 (0.76%) Marketing
5 1 (0.76%) Pharmaceutical
5 1 (0.76%) Publishing
5 1 (0.76%) Telecoms
Job Titles
1 32 (24.24%) Analyst
2 29 (21.97%) Developer
3 16 (12.12%) Data Analyst
4 11 (8.33%) Architect
5 9 (6.82%) User Researcher
6 7 (5.30%) Data Architect
6 7 (5.30%) DevOps Engineer
7 6 (4.55%) Administrator
7 6 (4.55%) Project Manager
7 6 (4.55%) Scala Developer
8 4 (3.03%) Consultant
8 4 (3.03%) Data Scientist
8 4 (3.03%) Designer
8 4 (3.03%) Information Analyst
8 4 (3.03%) Senior User Researcher
8 4 (3.03%) Test Analyst
9 3 (2.27%) Data Manager
9 3 (2.27%) DBA
9 3 (2.27%) Senior Manager
9 3 (2.27%) Senior Project Manager
Libraries, Frameworks & Software Standards
1 11 (8.33%) Node.js
2 8 (6.06%) JSON
2 8 (6.06%) Servlets
2 8 (6.06%) Web Services
3 7 (5.30%) CSS
3 7 (5.30%) Gherkin
3 7 (5.30%) Regular Expression
3 7 (5.30%) XML
4 6 (4.55%) Play Framework
5 5 (3.79%) Anaconda
6 4 (3.03%) Ajax
6 4 (3.03%) HTML
6 4 (3.03%) J2EE
6 4 (3.03%) OSGi
6 4 (3.03%) REST
7 3 (2.27%) Kafka
7 3 (2.27%) Natural Language Processing
8 2 (1.52%) LESS
8 2 (1.52%) Sass
8 2 (1.52%) scikit-learn
Miscellaneous
1 27 (20.45%) Analytical Skills
2 11 (8.33%) Management Information System
3 5 (3.79%) NHS
3 5 (3.79%) User Experience
4 4 (3.03%) Blog
5 3 (2.27%) Mainframe
5 3 (2.27%) Taxonomies
5 3 (2.27%) Virtual Team
6 2 (1.52%) CUDA
6 2 (1.52%) e-Health
6 2 (1.52%) GPGPU
6 2 (1.52%) Graphic Design
6 2 (1.52%) LIMS
6 2 (1.52%) PACS
7 1 (0.76%) Algorithms
7 1 (0.76%) CMDB
7 1 (0.76%) Enterprise Software
7 1 (0.76%) Hedge funds
7 1 (0.76%) Mobile Banking
7 1 (0.76%) Social Media
Operating Systems
1 14 (10.61%) Windows
2 9 (6.82%) Linux
2 9 (6.82%) Unix
3 4 (3.03%) Ubuntu
4 3 (2.27%) Red Hat Enterprise Linux
5 2 (1.52%) Windows 7
6 1 (0.76%) AIX
6 1 (0.76%) CentOS
6 1 (0.76%) HPUX
6 1 (0.76%) Solaris
6 1 (0.76%) Windows 10
6 1 (0.76%) Windows Server
6 1 (0.76%) Windows Server 2008
Processes & Methodologies
1 43 (32.58%) Agile Software Development
2 30 (22.73%) Data Analytics
3 23 (17.42%) Business Intelligence
4 17 (12.88%) Visualisation
5 16 (12.12%) Data Analysis
5 16 (12.12%) DevOps
5 16 (12.12%) ETL
6 14 (10.61%) Data Science
6 14 (10.61%) Data Visualisation
6 14 (10.61%) Problem-Solving
7 13 (9.85%) Migration
8 12 (9.09%) Continuous Improvement
8 12 (9.09%) Data Management
9 11 (8.33%) Data Modelling
9 11 (8.33%) Open Source
9 11 (8.33%) Risk Analytics
10 10 (7.58%) Configuration Management
10 10 (7.58%) Usability Testing
11 9 (6.82%) Continuous Integration
11 9 (6.82%) Cybersecurity
Programming Languages
1 50 (37.88%) SQL
2 32 (24.24%) Python
3 16 (12.12%) R
4 15 (11.36%) Java
5 12 (9.09%) JavaScript
6 9 (6.82%) Ruby
6 9 (6.82%) Scala
7 7 (5.30%) C#
8 6 (4.55%) Groovy
9 5 (3.79%) Perl
9 5 (3.79%) T-SQL
10 4 (3.03%) Haskell
10 4 (3.03%) PowerShell
11 3 (2.27%) PL/SQL
11 3 (2.27%) Shell Script
12 2 (1.52%) MATLAB
12 2 (1.52%) VB
12 2 (1.52%) VBA
Qualifications
1 11 (8.33%) Degree
2 3 (2.27%) MCSE
2 3 (2.27%) Microsoft Certification
2 3 (2.27%) PhD
2 3 (2.27%) Security Cleared
3 2 (1.52%) BPSS Clearance
3 2 (1.52%) DBS Check
3 2 (1.52%) MCSD
4 1 (0.76%) AWS Certification
4 1 (0.76%) CCNA
4 1 (0.76%) Cisco Certification
4 1 (0.76%) CISSP
4 1 (0.76%) GCIA
4 1 (0.76%) GCIH
4 1 (0.76%) PMI Certification
4 1 (0.76%) PMP
4 1 (0.76%) SANS
4 1 (0.76%) SC Cleared
4 1 (0.76%) Six Sigma Green Belt
Quality Assurance & Compliance
1 8 (6.06%) Data Quality
2 6 (4.55%) GDPR
2 6 (4.55%) QA
3 4 (3.03%) ISO/IEC 27001
4 2 (1.52%) Disclosure Scotland
4 2 (1.52%) HL7
4 2 (1.52%) PMO
System Software
1 12 (9.09%) Docker
2 3 (2.27%) Active Directory
3 2 (1.52%) Apache Flume
3 2 (1.52%) HDFS
4 1 (0.76%) Citrix Presentation Server
4 1 (0.76%) VMware Infrastructure
Systems Management
1 6 (4.55%) Grafana
1 6 (4.55%) Kibana
2 5 (3.79%) Puppet
3 4 (3.03%) Opscode Chef
4 2 (1.52%) Ansible
4 2 (1.52%) Graphite
4 2 (1.52%) Oozie
5 1 (0.76%) Ambari
5 1 (0.76%) Kubernetes
5 1 (0.76%) Mesos
5 1 (0.76%) Microsoft Intune
5 1 (0.76%) Oracle Identity Management
5 1 (0.76%) QRadar
5 1 (0.76%) SCOM
5 1 (0.76%) SCOrch
5 1 (0.76%) Terraform
5 1 (0.76%) WMI
Vendors
1 17 (12.88%) Microsoft
2 13 (9.85%) Oracle
3 12 (9.09%) Tableau
4 9 (6.82%) Google
4 9 (6.82%) SAP
5 8 (6.06%) Datameer
5 8 (6.06%) Teradata
6 7 (5.30%) Splunk
7 6 (4.55%) Adobe
8 5 (3.79%) Intel
8 5 (3.79%) McAfee
8 5 (3.79%) Netskope
9 4 (3.03%) Cognos
10 3 (2.27%) Atlassian
10 3 (2.27%) ServiceNow
11 2 (1.52%) Blue Coat
11 2 (1.52%) CA
11 2 (1.52%) Hortonworks
11 2 (1.52%) IBM
11 2 (1.52%) Trustwave