Period
to 20 October 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 20 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
England > Yorkshire
6 months to
20 Oct 2018
Same period 2017 Same period 2016
Rank 79 61 109
Rank change year-on-year -18 +48 -40
Contract jobs citing Analytics 139 135 107
As % of all contract IT jobs advertised in Yorkshire 2.85% 3.18% 1.91%
As % of the Processes & Methodologies category 3.28% 3.75% 2.23%
Number of daily rates quoted 94 103 74
Yorkshire median daily rate £445 £450 £400
Median daily rate % change year-on-year -1.11% +12.50% -5.88%
10th Percentile £283 £313 £277
90th Percentile £649 £625 £525
England median daily rate £500 £499 £445
% change year-on-year +0.25% +12.08% -1.11%
Number of hourly rates quoted 2 1 1
Yorkshire median hourly rate £18.00 £35.00 £29.50
Median hourly rate % change year-on-year -48.57% +18.64% -20.36%
England median hourly rate £34.00 £33.00 £20.50
% change year-on-year +3.03% +60.98% -14.58%

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 4,232 3,604 4,807
As % of all contract IT jobs advertised in Yorkshire 86.74% 84.82% 85.82%
Number of daily rates quoted 2,853 2,388 3,150
Yorkshire median daily rate £413 £400 £400
Median daily rate % change year-on-year +3.13% - +6.67%
10th Percentile £281 £260 £263
90th Percentile £550 £545 £550
England median daily rate £473 £450 £425
% change year-on-year +5.00% +5.88% +3.03%
Number of hourly rates quoted 118 86 127
Yorkshire median hourly rate £17.41 £14.20 £14.87
Median hourly rate % change year-on-year +22.61% -4.47% +2.52%
10th Percentile £11.04 £9.25 £10.65
90th Percentile £43.25 £28.03 £39.20
England median hourly rate £21.00 £24.82 £22.50
% change year-on-year -15.39% +10.31% +3.52%

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 20 October 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 20 October 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 -20 96 £425 -4.23% 53
South Yorkshire +13 30 £513 -15.98% 12
North Yorkshire -1 6 £401 +23.23% 12
East Yorkshire - 2 - - 1
Analytics
England

For the 6 months to 20 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 Yorkshire region with a requirement for Analytics.

1 54 (38.85%) Agile Software Development
2 52 (37.41%) SQL
3 41 (29.50%) Python
4 35 (25.18%) Finance
5 31 (22.30%) Analytical Skills
6 30 (21.58%) Data Analytics
6 30 (21.58%) Business Intelligence
7 28 (20.14%) Data Warehouse
8 22 (15.83%) Hadoop
9 21 (15.11%) Java
10 20 (14.39%) Jenkins
11 19 (13.67%) Big Data
12 18 (12.95%) ETL
12 18 (12.95%) Problem-Solving
13 17 (12.23%) JavaScript
14 15 (10.79%) Microsoft Azure
14 15 (10.79%) DevOps
15 14 (10.07%) Amazon AWS
15 14 (10.07%) Visualisation
15 14 (10.07%) Windows
15 14 (10.07%) SAS
15 14 (10.07%) Data Modelling
16 13 (9.35%) Linux
16 13 (9.35%) Oracle
16 13 (9.35%) MongoDB
16 13 (9.35%) R
16 13 (9.35%) Node.js
16 13 (9.35%) Continuous Improvement
17 12 (8.63%) Tableau
17 12 (8.63%) Git (software)

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 (10.07%) SAS
2 8 (5.76%) Confluence
3 7 (5.04%) nginx
4 6 (4.32%) Apache Spark
4 6 (4.32%) Tomcat
5 4 (2.88%) Adobe Experience Manager
5 4 (2.88%) SharePoint
6 2 (1.44%) Apache
6 2 (1.44%) Oracle Coherence
6 2 (1.44%) Oracle Service Bus
6 2 (1.44%) Oracle SOA Suite
6 2 (1.44%) SharePoint 2010
6 2 (1.44%) SharePoint 2013
6 2 (1.44%) WebLogic
7 1 (0.72%) Apache Pig
7 1 (0.72%) CMS
7 1 (0.72%) Elasticsearch
Applications
1 12 (8.63%) Microsoft Excel
2 3 (2.16%) Microsoft Office
3 2 (1.44%) Adobe Creative Suite
4 1 (0.72%) Microsoft PowerPoint
4 1 (0.72%) Microsoft Project
4 1 (0.72%) MS Visio
4 1 (0.72%) Spreadsheet
Business Applications
1 5 (3.60%) Cognos Business Intelligence
2 4 (2.88%) Cognos TM1
3 2 (1.44%) Oracle BPM
Cloud Services
1 15 (10.79%) Microsoft Azure
2 14 (10.07%) Amazon AWS
3 10 (7.19%) Google Analytics
4 5 (3.60%) GitHub
4 5 (3.60%) Google Cloud Platform
5 4 (2.88%) Amazon EC2
5 4 (2.88%) Amazon S3
5 4 (2.88%) Virtual Private Cloud
6 3 (2.16%) PaaS
7 2 (1.44%) Amazon CloudWatch
7 2 (1.44%) Amazon EMR
7 2 (1.44%) Amazon Glacier
7 2 (1.44%) AWS CloudTrail
7 2 (1.44%) Cloud Computing
7 2 (1.44%) Office 365
8 1 (0.72%) Amazon Kinesis
8 1 (0.72%) AWS CloudFormation
8 1 (0.72%) IaaS
8 1 (0.72%) OpenShift
8 1 (0.72%) SaaS
Communications & Networking
1 6 (4.32%) HTTP
1 6 (4.32%) SSL
1 6 (4.32%) TCP/IP
2 4 (2.88%) DNS
2 4 (2.88%) Internet
3 3 (2.16%) SMS
4 2 (1.44%) VPN
5 1 (0.72%) 2G
5 1 (0.72%) 3G
5 1 (0.72%) 4G
5 1 (0.72%) LAN
5 1 (0.72%) PuTTY
5 1 (0.72%) S/MIME
5 1 (0.72%) WinSCP
Database & Business Intelligence
1 28 (20.14%) Data Warehouse
2 22 (15.83%) Hadoop
3 19 (13.67%) Big Data
4 13 (9.35%) MongoDB
5 11 (7.91%) NoSQL
5 11 (7.91%) SQL Server Integration Services
6 8 (5.76%) QlikView
6 8 (5.76%) Riak
6 8 (5.76%) SQL Server Reporting Services
7 7 (5.04%) Spotfire
8 6 (4.32%) Amazon Redshift
8 6 (4.32%) Cognos Framework Manager
8 6 (4.32%) Data Lake
8 6 (4.32%) Relational Database
8 6 (4.32%) SQL Server
9 5 (3.60%) DataStage
9 5 (3.60%) Oracle Database
9 5 (3.60%) PostgreSQL
10 4 (2.88%) OLAP
10 4 (2.88%) SQL Server Analysis Services
Development Applications
1 20 (14.39%) Jenkins
2 12 (8.63%) Git (software)
3 9 (6.47%) JIRA
3 9 (6.47%) Selenium
4 8 (5.76%) Cucumber
4 8 (5.76%) Gatling
4 8 (5.76%) IntelliJ
5 6 (4.32%) Ant
6 5 (3.60%) Maven
7 4 (2.88%) ERwin
8 3 (2.16%) gulp
8 3 (2.16%) Sublime Text
8 3 (2.16%) Visual Studio Team System
8 3 (2.16%) WebDriver
9 2 (1.44%) Artifactory
9 2 (1.44%) Atlassian Bamboo
9 2 (1.44%) Bitbucket
9 2 (1.44%) Oracle Forms
9 2 (1.44%) Toad
9 2 (1.44%) Visual Studio Code
General
1 35 (25.18%) Finance
2 5 (3.60%) Banking
2 5 (3.60%) Retail
3 3 (2.16%) Law
4 1 (0.72%) Marketing
4 1 (0.72%) Pharmaceutical
4 1 (0.72%) Telecoms
Job Titles
1 43 (30.94%) Developer
2 32 (23.02%) Analyst
3 17 (12.23%) Data Analyst
4 11 (7.91%) User Researcher
5 10 (7.19%) Python Developer
6 9 (6.47%) Architect
7 8 (5.76%) Business Intelligence Developer
7 8 (5.76%) Scala Developer
8 6 (4.32%) Data Architect
9 5 (3.60%) Consultant
9 5 (3.60%) Project Manager
10 4 (2.88%) Administrator
10 4 (2.88%) Business Analyst
10 4 (2.88%) Business Intelligence Analyst
10 4 (2.88%) Data Scientist
10 4 (2.88%) Designer
10 4 (2.88%) DevOps Engineer
10 4 (2.88%) SQL Developer
11 3 (2.16%) Cognos BI Developer
11 3 (2.16%) Senior UX Designer
Libraries, Frameworks & Software Standards
1 13 (9.35%) Node.js
2 11 (7.91%) Servlets
3 9 (6.47%) Gherkin
4 8 (5.76%) CSS
5 7 (5.04%) JSON
5 7 (5.04%) Play Framework
6 6 (4.32%) XML
7 5 (3.60%) Ajax
7 5 (3.60%) J2EE
7 5 (3.60%) OSGi
7 5 (3.60%) Web Services
8 4 (2.88%) Regular Expression
9 3 (2.16%) HTML
9 3 (2.16%) Natural Language Processing
10 2 (1.44%) Java SE
10 2 (1.44%) JMS
10 2 (1.44%) LESS
10 2 (1.44%) Middleware
10 2 (1.44%) REST
10 2 (1.44%) Sass
Miscellaneous
1 31 (22.30%) Analytical Skills
2 8 (5.76%) User Experience
3 7 (5.04%) NHS
4 6 (4.32%) Management Information System
5 4 (2.88%) Blog
5 4 (2.88%) Greenfield Project
6 3 (2.16%) Clustering
6 3 (2.16%) Mainframe
6 3 (2.16%) Virtual Team
7 2 (1.44%) Computer Science
7 2 (1.44%) CUDA
7 2 (1.44%) GPGPU
7 2 (1.44%) Graphic Design
8 1 (0.72%) Algorithms
8 1 (0.72%) Data Centre
8 1 (0.72%) Data Structures
8 1 (0.72%) Enterprise Software
8 1 (0.72%) Hedge funds
8 1 (0.72%) Mobile Banking
8 1 (0.72%) Taxonomies
Operating Systems
1 14 (10.07%) Windows
2 13 (9.35%) Linux
3 9 (6.47%) Unix
4 6 (4.32%) Ubuntu
5 3 (2.16%) Red Hat Enterprise Linux
6 1 (0.72%) AIX
6 1 (0.72%) CentOS
6 1 (0.72%) HPUX
6 1 (0.72%) Solaris
6 1 (0.72%) Windows 10
6 1 (0.72%) Windows Server
6 1 (0.72%) Windows Server 2008
Processes & Methodologies
1 54 (38.85%) Agile Software Development
2 30 (21.58%) Business Intelligence
2 30 (21.58%) Data Analytics
3 18 (12.95%) ETL
3 18 (12.95%) Problem-Solving
4 15 (10.79%) DevOps
5 14 (10.07%) Data Modelling
5 14 (10.07%) Visualisation
6 13 (9.35%) Continuous Improvement
7 12 (8.63%) Data Science
7 12 (8.63%) Usability Testing
8 11 (7.91%) Continuous Integration
8 11 (7.91%) Data Visualisation
8 11 (7.91%) Risk Analytics
8 11 (7.91%) Scrum
9 10 (7.19%) Data Management
9 10 (7.19%) Decision-Making
9 10 (7.19%) Open Source
9 10 (7.19%) Quantitative Research
10 9 (6.47%) Data Analysis
Programming Languages
1 52 (37.41%) SQL
2 41 (29.50%) Python
3 21 (15.11%) Java
4 17 (12.23%) JavaScript
5 13 (9.35%) R
6 11 (7.91%) Ruby
6 11 (7.91%) Scala
7 9 (6.47%) C#
8 8 (5.76%) Groovy
9 7 (5.04%) Perl
10 6 (4.32%) Haskell
10 6 (4.32%) PL/SQL
11 5 (3.60%) Shell Script
12 4 (2.88%) PowerShell
12 4 (2.88%) VB
13 3 (2.16%) T-SQL
14 2 (1.44%) Bash Shell
14 2 (1.44%) MATLAB
Qualifications
1 11 (7.91%) Degree
2 4 (2.88%) Security Cleared
3 3 (2.16%) BPSS Clearance
3 3 (2.16%) DBS Check
3 3 (2.16%) MCSE
3 3 (2.16%) Microsoft Certification
3 3 (2.16%) PhD
4 2 (1.44%) MCSD
4 2 (1.44%) SC Cleared
5 1 (0.72%) ACCA
5 1 (0.72%) CCNA
5 1 (0.72%) CIMA
5 1 (0.72%) CISA
5 1 (0.72%) Cisco Certification
5 1 (0.72%) CISSP
5 1 (0.72%) GCIA
5 1 (0.72%) GCIH
5 1 (0.72%) PMI Certification
5 1 (0.72%) PMP
5 1 (0.72%) QiCA
Quality Assurance & Compliance
1 9 (6.47%) Data Quality
2 7 (5.04%) QA
3 4 (2.88%) PMO
4 3 (2.16%) GDPR
5 2 (1.44%) Disclosure Scotland
5 2 (1.44%) SLA
System Software
1 11 (7.91%) Docker
2 3 (2.16%) Active Directory
3 1 (0.72%) Apache Flume
3 1 (0.72%) Citrix Presentation Server
3 1 (0.72%) HDFS
3 1 (0.72%) VMware Infrastructure
Systems Management
1 8 (5.76%) Grafana
1 8 (5.76%) Kibana
2 7 (5.04%) Puppet
3 4 (2.88%) Opscode Chef
4 3 (2.16%) Ansible
5 2 (1.44%) Graphite
5 2 (1.44%) Kubernetes
5 2 (1.44%) Oozie
5 2 (1.44%) Terraform
6 1 (0.72%) Ambari
6 1 (0.72%) Mesos
6 1 (0.72%) Microsoft Intune
6 1 (0.72%) Oracle Identity Management
6 1 (0.72%) QRadar
6 1 (0.72%) SCOM
6 1 (0.72%) SCOrch
6 1 (0.72%) Systems Management Server (SMS)
6 1 (0.72%) WMI
Vendors
1 13 (9.35%) Oracle
2 12 (8.63%) Google
2 12 (8.63%) Tableau
3 11 (7.91%) Microsoft
4 8 (5.76%) Cognos
4 8 (5.76%) Datameer
4 8 (5.76%) Teradata
5 7 (5.04%) Adobe
6 6 (4.32%) IBM
7 5 (3.60%) Splunk
8 4 (2.88%) SAP
9 3 (2.16%) Atlassian
10 2 (1.44%) CA
10 2 (1.44%) Dataiku
10 2 (1.44%) Hortonworks
10 2 (1.44%) Informatica
10 2 (1.44%) Intel
10 2 (1.44%) McAfee
10 2 (1.44%) Netezza
10 2 (1.44%) Netskope