Period
to 18 August 2019

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 18 August 2019 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
18 Aug 2019
Same period 2018 Same period 2017
Rank 38 66 70
Rank change year-on-year +28 +4 +46
Contract jobs citing Analytics 208 154 134
As % of all contract IT jobs advertised in Yorkshire 5.08% 3.11% 3.15%
As % of the Processes & Methodologies category 5.89% 3.54% 3.67%
Number of daily rates quoted 138 110 96
Yorkshire median daily rate £444 £425 £444
Median daily rate % change year-on-year +4.41% -4.23% +4.41%
10th Percentile £325 £257 £275
90th Percentile £550 £576 £643
England median daily rate £500 £500 £493
% change year-on-year - +1.52% +9.44%
Number of hourly rates quoted 2 2 1
Yorkshire median hourly rate £25.00 £18.00 £35.00
Median hourly rate % change year-on-year +38.89% -48.57% -
England median hourly rate £25.00 £34.50 £25.00
% change year-on-year -27.54% +38.00% +13.64%

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 3,529 4,348 3,647
As % of all contract IT jobs advertised in Yorkshire 86.24% 87.91% 85.65%
Number of daily rates quoted 2,352 2,925 2,390
Yorkshire median daily rate £425 £410 £400
Median daily rate % change year-on-year +3.66% +2.50% -
10th Percentile £263 £280 £263
90th Percentile £575 £540 £550
England median daily rate £475 £463 £450
% change year-on-year +2.70% +2.78% +5.88%
Number of hourly rates quoted 143 122 89
Yorkshire median hourly rate £17.00 £17.51 £14.00
Median hourly rate % change year-on-year -2.88% +25.04% -3.45%
10th Percentile £11.17 £11.17 £8.42
90th Percentile £36.20 £43.25 £38.70
England median hourly rate £25.00 £21.50 £24.00
% change year-on-year +16.28% -10.42% +2.13%

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 18 August 2019.

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
Contractor Hourly Rate Histogram in Yorkshire

The hourly rate distribution of IT jobs citing Analytics in Yorkshire over the 6 months to 18 August 2019.

Contractor hourly rate histogram 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 18 August 2019. 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 +35 104 £425 - 27
South Yorkshire +20 77 £500 +17.65% 3
North Yorkshire +11 17 £425 +107.32% 10
Humberside - 1 - -
Analytics
England

For the 6 months to 18 August 2019, 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 92 (44.23%) Agile Software Development
2 82 (39.42%) Python
3 67 (32.21%) SQL
4 66 (31.73%) JIRA
5 65 (31.25%) Finance
6 64 (30.77%) Google Cloud Platform
7 55 (26.44%) Jenkins
8 51 (24.52%) Google
9 42 (20.19%) Big Data
10 37 (17.79%) DevOps
11 35 (16.83%) Git (software)
12 34 (16.35%) BigQuery
13 33 (15.87%) Business Intelligence
14 32 (15.38%) Hadoop
14 32 (15.38%) Amazon AWS
15 30 (14.42%) Data Analytics
15 30 (14.42%) Continuous Integration
15 30 (14.42%) Data Science
16 28 (13.46%) R
17 27 (12.98%) Qlik Sense
17 27 (12.98%) Scrum
17 27 (12.98%) Problem-Solving
18 26 (12.50%) Kanban
18 26 (12.50%) Continuous Deployment
19 25 (12.02%) Tag Management
20 24 (11.54%) Visualisation
21 23 (11.06%) Tableau
21 23 (11.06%) Docker
22 20 (9.62%) Machine Learning
22 20 (9.62%) Banking

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 18 (8.65%) SAS
2 17 (8.17%) Apache Spark
3 16 (7.69%) Confluence
4 11 (5.29%) Adobe Experience Manager
5 10 (4.81%) Jupyter
6 9 (4.33%) OpenStack
7 2 (0.96%) Apache
7 2 (0.96%) CMS
7 2 (0.96%) SharePoint
7 2 (0.96%) SharePoint 2013
8 1 (0.48%) Apache Airflow
8 1 (0.48%) JBoss
8 1 (0.48%) Luigi
8 1 (0.48%) nginx
8 1 (0.48%) Oracle Workflow
8 1 (0.48%) Tomcat
8 1 (0.48%) WebLogic
Applications
1 17 (8.17%) Microsoft Excel
2 10 (4.81%) Microsoft Office
3 9 (4.33%) Microsoft PowerPoint
4 4 (1.92%) SPSS
5 3 (1.44%) Sketch
5 3 (1.44%) Stata
6 2 (0.96%) Adobe Creative Suite
6 2 (0.96%) InVision
6 2 (0.96%) Spreadsheet
7 1 (0.48%) Microsoft Project
7 1 (0.48%) MS Visio
Business Applications
1 5 (2.40%) Workday HCM
2 4 (1.92%) WebTrends
3 2 (0.96%) Cognos Business Intelligence
3 2 (0.96%) Cognos TM1
3 2 (0.96%) SAP HCM
4 1 (0.48%) Dynamics CRM
4 1 (0.48%) Oracle CRM
4 1 (0.48%) Salesforce.com CRM
4 1 (0.48%) Sprinklr
Cloud Services
1 64 (30.77%) Google Cloud Platform
2 32 (15.38%) Amazon AWS
3 13 (6.25%) GitHub
4 12 (5.77%) Microsoft Azure
5 9 (4.33%) Google Analytics
6 7 (3.37%) Adobe Analytics
6 7 (3.37%) Power Platform
7 4 (1.92%) Google Tag Manager
8 3 (1.44%) Dynamics 365
9 2 (0.96%) Amazon EC2
9 2 (0.96%) Office 365
9 2 (0.96%) PaaS
9 2 (0.96%) SuccessFactors
10 1 (0.48%) Amazon EMR
10 1 (0.48%) Amazon Kinesis
10 1 (0.48%) Amazon S3
10 1 (0.48%) IaaS
10 1 (0.48%) MailChimp
10 1 (0.48%) SaaS
10 1 (0.48%) Virtual Private Cloud
Communications & Networking
1 9 (4.33%) Internet
2 2 (0.96%) HTTP
2 2 (0.96%) SSL
2 2 (0.96%) TCP/IP
3 1 (0.48%) Firewall
3 1 (0.48%) Skype
3 1 (0.48%) VPN
Database & Business Intelligence
1 42 (20.19%) Big Data
2 34 (16.35%) BigQuery
3 32 (15.38%) Hadoop
4 27 (12.98%) Qlik Sense
5 17 (8.17%) Data Warehouse
6 16 (7.69%) QlikView
7 14 (6.73%) Apache Hive
7 14 (6.73%) Impala
8 13 (6.25%) Pentaho
9 11 (5.29%) SQLite
10 7 (3.37%) Power BI
10 7 (3.37%) SQL Server
10 7 (3.37%) SQL Server Integration Services
11 6 (2.88%) Snowflake Schema
11 6 (2.88%) SQL Server Reporting Services
12 5 (2.40%) NoSQL
12 5 (2.40%) Spotfire
13 4 (1.92%) SQL Server Analysis Services
14 3 (1.44%) Enterprise Data Warehouse
15 2 (0.96%) SQL Server 2014
Development Applications
1 66 (31.73%) JIRA
2 55 (26.44%) Jenkins
3 35 (16.83%) Git (software)
4 11 (5.29%) Maven
5 10 (4.81%) Sonatype Nexus
5 10 (4.81%) Team Foundation Server
5 10 (4.81%) Visual Studio
6 9 (4.33%) Gradle
7 5 (2.40%) Selenium
8 3 (1.44%) TestRail
9 2 (0.96%) Cucumber
9 2 (0.96%) Gatling
9 2 (0.96%) GDB
9 2 (0.96%) JUnit
9 2 (0.96%) Qt Creator
9 2 (0.96%) SQL Server Management Studio (SSMS)
9 2 (0.96%) Valgrind
10 1 (0.48%) Ant
10 1 (0.48%) Eclipse
10 1 (0.48%) IntelliJ
General
1 65 (31.25%) Finance
2 20 (9.62%) Banking
3 16 (7.69%) Financial Institution
4 14 (6.73%) Retail
5 10 (4.81%) Public Sector
6 6 (2.88%) Legal
7 5 (2.40%) Marketing
8 4 (1.92%) Telecoms
9 1 (0.48%) Advertising
9 1 (0.48%) Investment Banking
9 1 (0.48%) Manufacturing
9 1 (0.48%) Pharmaceutical
Job Titles
1 67 (32.21%) Developer
2 35 (16.83%) Python Developer
3 34 (16.35%) Analyst
4 18 (8.65%) DevOps Engineer
4 18 (8.65%) Python Engineer
5 14 (6.73%) Designer
6 12 (5.77%) Data Engineer
7 11 (5.29%) Content Designer
7 11 (5.29%) Lead Developer
8 10 (4.81%) Administrator
8 10 (4.81%) Big Data Engineer
8 10 (4.81%) Consultant
9 8 (3.85%) Performance Analyst
9 8 (3.85%) Salesforce Administrator
10 7 (3.37%) Business Analyst
10 7 (3.37%) Digital Analyst
11 6 (2.88%) Architect
11 6 (2.88%) Digital Content Designer
11 6 (2.88%) Digital Designer
11 6 (2.88%) Digital Performance Analyst
Libraries, Frameworks & Software Standards
1 19 (9.13%) Anaconda
2 16 (7.69%) XML
3 15 (7.21%) Web Services
4 13 (6.25%) JSON
5 12 (5.77%) J2EE
5 12 (5.77%) Servlets
6 11 (5.29%) HTML
6 11 (5.29%) Node.js
6 11 (5.29%) OSGi
7 9 (4.33%) .NET
7 9 (4.33%) Ajax
7 9 (4.33%) NumPy
7 9 (4.33%) Pandas
7 9 (4.33%) PySpark
7 9 (4.33%) scikit-learn
8 8 (3.85%) Kafka
9 6 (2.88%) CSS
10 5 (2.40%) REST
11 4 (1.92%) jQuery
11 4 (1.92%) SOAP
Miscellaneous
1 16 (7.69%) Virtual Team
2 14 (6.73%) User Experience
3 12 (5.77%) Analytical Skills
4 10 (4.81%) Mobile App
5 6 (2.88%) Data Protection Act
6 5 (2.40%) Self-Motivation
7 4 (1.92%) Management Information System
8 3 (1.44%) NHS
9 2 (0.96%) Blog
9 2 (0.96%) Client/Server
9 2 (0.96%) Greenfield Project
10 1 (0.48%) Clustering
10 1 (0.48%) Cyberattack
10 1 (0.48%) Private Cloud
10 1 (0.48%) Reference Data
10 1 (0.48%) Robotics
10 1 (0.48%) Social Media
Operating Systems
1 20 (9.62%) Linux
2 9 (4.33%) Android
3 3 (1.44%) Windows
4 1 (0.48%) Ubuntu
4 1 (0.48%) Unix
Processes & Methodologies
1 92 (44.23%) Agile Software Development
2 37 (17.79%) DevOps
3 33 (15.87%) Business Intelligence
4 30 (14.42%) Continuous Integration
4 30 (14.42%) Data Analytics
4 30 (14.42%) Data Science
5 27 (12.98%) Problem-Solving
5 27 (12.98%) Scrum
6 26 (12.50%) Continuous Deployment
6 26 (12.50%) Kanban
7 25 (12.02%) Tag Management
8 24 (11.54%) Visualisation
9 20 (9.62%) Change Management
9 20 (9.62%) Machine Learning
9 20 (9.62%) Stakeholder Management
10 19 (9.13%) Open Source
11 17 (8.17%) Data Visualisation
11 17 (8.17%) Migration
12 16 (7.69%) Digital Transformation Programme
13 15 (7.21%) Digital Analytics
Programming Languages
1 82 (39.42%) Python
2 67 (32.21%) SQL
3 28 (13.46%) R
4 19 (9.13%) Java
5 17 (8.17%) Scala
6 13 (6.25%) C#
6 13 (6.25%) JavaScript
7 12 (5.77%) Bash Shell
8 5 (2.40%) T-SQL
8 5 (2.40%) VBA
9 3 (1.44%) C++
9 3 (1.44%) Shell Script
10 2 (0.96%) PL/SQL
11 1 (0.48%) C
11 1 (0.48%) Groovy
11 1 (0.48%) Perl
11 1 (0.48%) PHP
11 1 (0.48%) PowerShell
11 1 (0.48%) Ruby
11 1 (0.48%) VB
Qualifications
1 18 (8.65%) Degree
2 6 (2.88%) BPSS Clearance
3 4 (1.92%) Security Cleared
4 3 (1.44%) Numerate Degree
5 2 (0.96%) MCSE
5 2 (0.96%) Microsoft Certification
6 1 (0.48%) ITIL Certification
Quality Assurance & Compliance
1 4 (1.92%) QA
2 2 (0.96%) GDPR
2 2 (0.96%) PMO
3 1 (0.48%) Data Quality
3 1 (0.48%) Disclosure Scotland
3 1 (0.48%) SLA
3 1 (0.48%) WCAG
System Software
1 23 (11.06%) Docker
2 1 (0.48%) Active Directory
2 1 (0.48%) VMware Infrastructure
Systems Management
1 12 (5.77%) Ansible
2 6 (2.88%) Terraform
3 5 (2.40%) Kubernetes
4 4 (1.92%) Matomo
5 3 (1.44%) Puppet
6 2 (0.96%) Grafana
6 2 (0.96%) Kibana
7 1 (0.48%) CASB
7 1 (0.48%) CFEngine
7 1 (0.48%) Consul
7 1 (0.48%) Istio
7 1 (0.48%) McAfee ePO
7 1 (0.48%) Packer
Vendors
1 51 (24.52%) Google
2 23 (11.06%) Tableau
3 15 (7.21%) Adobe
4 10 (4.81%) Microsoft
4 10 (4.81%) Salesforce.com
5 9 (4.33%) Xamarin
6 6 (2.88%) Dataiku
6 6 (2.88%) Oracle
7 5 (2.40%) Splunk
7 5 (2.40%) Workday
8 3 (1.44%) Alteryx
8 3 (1.44%) Omniture
8 3 (1.44%) SAP
9 2 (0.96%) Cognos
9 2 (0.96%) IBM
9 2 (0.96%) McAfee
9 2 (0.96%) Tealium
10 1 (0.48%) AppDynamics
10 1 (0.48%) Crimson Hexagon
10 1 (0.48%) MuleSoft