Period
to 25 June 2019

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 25 June 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
Yorkshire > West Yorkshire
6 months to
25 Jun 2019
Same period 2018 Same period 2017
Rank 45 82 58
Rank change year-on-year +37 -24 +26
Contract jobs citing Analytics 114 95 106
As % of all contract IT jobs advertised in West Yorkshire 4.08% 2.79% 3.82%
As % of the Processes & Methodologies category 4.74% 3.16% 4.34%
Number of daily rates quoted 72 76 72
West Yorkshire median daily rate £425 £425 £400
Median daily rate % change year-on-year - +6.25% -11.11%
10th Percentile £321 £263 £275
90th Percentile £538 £550 £700
Yorkshire median daily rate £438 £425 £401
% change year-on-year +2.94% +5.92% -10.83%
Number of hourly rates quoted 1 0 0
West Yorkshire median hourly rate £15.00 - -
Yorkshire median hourly rate £15.00 £20.00 -
% change year-on-year -25.00% - -

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 2,403 3,011 2,441
As % of all contract IT jobs advertised in West Yorkshire 86.01% 88.53% 87.90%
Number of daily rates quoted 1,592 2,038 1,644
West Yorkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - -
10th Percentile £275 £297 £278
90th Percentile £575 £538 £550
Yorkshire median daily rate £430 £400 £400
% change year-on-year +7.50% - -
Number of hourly rates quoted 90 60 48
West Yorkshire median hourly rate £17.25 £17.50 £12.25
Median hourly rate % change year-on-year -1.43% +42.86% -15.52%
10th Percentile £11.26 £9.81 £8.41
90th Percentile £29.36 £41.00 £30.66
Yorkshire median hourly rate £16.25 £20.61 £13.00
% change year-on-year -21.15% +58.54% -16.13%

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 25 June 2019.

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 25 June 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
Leeds +42 85 £425 - 10
Halifax +2 12 £455 +7.06% 1
Bradford -4 4 £388 -24.39%
Wakefield -7 1 £525 +10.53%
Pudsey - 1 - -
Analytics
Yorkshire

For the 6 months to 25 June 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 West Yorkshire region with a requirement for Analytics.

1 38 (33.33%) SQL
2 33 (28.95%) Business Intelligence
3 32 (28.07%) Agile Software Development
4 29 (25.44%) Google
5 25 (21.93%) Finance
5 25 (21.93%) Tag Management
6 22 (19.30%) JavaScript
7 21 (18.42%) Git (software)
7 21 (18.42%) Big Data
7 21 (18.42%) Data Analytics
8 20 (17.54%) Tableau
8 20 (17.54%) XML
9 18 (15.79%) Web Services
9 18 (15.79%) Hadoop
9 18 (15.79%) Visualisation
9 18 (15.79%) Problem-Solving
10 17 (14.91%) Decision-Making
10 17 (14.91%) Jenkins
11 16 (14.04%) Google Analytics
11 16 (14.04%) Python
12 15 (13.16%) Data Warehouse
12 15 (13.16%) HTML
12 15 (13.16%) Java
12 15 (13.16%) JSON
12 15 (13.16%) Retail
12 15 (13.16%) Scala
12 15 (13.16%) Apache Spark
12 15 (13.16%) Analytical Skills
13 14 (12.28%) Impala
13 14 (12.28%) Apache Hive

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 15 (13.16%) Apache Spark
2 8 (7.02%) Adobe Experience Manager
3 5 (4.39%) Confluence
4 3 (2.63%) SAS
4 3 (2.63%) SharePoint
5 2 (1.75%) SharePoint 2013
6 1 (0.88%) Apache
6 1 (0.88%) Apache Airflow
6 1 (0.88%) Apache Solr
6 1 (0.88%) CMS
6 1 (0.88%) JBoss
6 1 (0.88%) Jupyter
6 1 (0.88%) Luigi
6 1 (0.88%) nginx
6 1 (0.88%) Oracle Workflow
6 1 (0.88%) Tomcat
6 1 (0.88%) WebLogic
Applications
1 13 (11.40%) Microsoft Excel
2 8 (7.02%) Microsoft Office
3 5 (4.39%) Microsoft PowerPoint
4 3 (2.63%) SPSS
5 2 (1.75%) Spreadsheet
5 2 (1.75%) Stata
6 1 (0.88%) Microsoft Project
6 1 (0.88%) Sketch
Business Applications
1 7 (6.14%) Workday HCM
2 5 (4.39%) SAP HCM
3 4 (3.51%) WebTrends
4 1 (0.88%) Cognos Business Intelligence
4 1 (0.88%) Cognos TM1
4 1 (0.88%) Dynamics CRM
4 1 (0.88%) Salesforce.com CRM
4 1 (0.88%) Sprinklr
Cloud Services
1 16 (14.04%) Google Analytics
2 12 (10.53%) Google Tag Manager
2 12 (10.53%) Microsoft Azure
3 9 (7.89%) Amazon AWS
4 8 (7.02%) Google Cloud Platform
5 5 (4.39%) SuccessFactors
6 4 (3.51%) Adobe Analytics
6 4 (3.51%) Power Platform
7 3 (2.63%) Dynamics 365
7 3 (2.63%) SaaS
8 1 (0.88%) Amazon EC2
8 1 (0.88%) Amazon EMR
8 1 (0.88%) Amazon Kinesis
8 1 (0.88%) IaaS
8 1 (0.88%) MailChimp
8 1 (0.88%) Office 365
8 1 (0.88%) PaaS
Communications & Networking
1 6 (5.26%) Internet
2 2 (1.75%) Firewall
3 1 (0.88%) HTTP
3 1 (0.88%) Skype
3 1 (0.88%) SSL
3 1 (0.88%) TCP/IP
Database & Business Intelligence
1 21 (18.42%) Big Data
2 18 (15.79%) Hadoop
3 15 (13.16%) Data Warehouse
4 14 (12.28%) Apache Hive
4 14 (12.28%) Impala
5 11 (9.65%) SQLite
6 9 (7.89%) SQL Server
6 9 (7.89%) SQL Server Integration Services
7 7 (6.14%) Snowflake Schema
7 7 (6.14%) SQL Server Analysis Services
7 7 (6.14%) SQL Server Reporting Services
8 6 (5.26%) Qlik Sense
9 5 (4.39%) Spotfire
10 4 (3.51%) NoSQL
10 4 (3.51%) Power BI
11 3 (2.63%) Data Lake
11 3 (2.63%) Microsoft Analysis Services
12 2 (1.75%) Enterprise Data Warehouse
12 2 (1.75%) SQL Server 2012
12 2 (1.75%) SSDT
Development Applications
1 21 (18.42%) Git (software)
2 17 (14.91%) Jenkins
3 12 (10.53%) Visual Studio
4 11 (9.65%) Team Foundation Server
5 8 (7.02%) Maven
6 5 (4.39%) JIRA
7 2 (1.75%) GDB
7 2 (1.75%) Qt Creator
7 2 (1.75%) SQL Server Management Studio (SSMS)
7 2 (1.75%) Valgrind
8 1 (0.88%) Ant
8 1 (0.88%) Cucumber
8 1 (0.88%) Eclipse
8 1 (0.88%) ERwin
8 1 (0.88%) Gatling
8 1 (0.88%) IntelliJ
8 1 (0.88%) Selenium
8 1 (0.88%) SoapUI
8 1 (0.88%) SpecFlow
8 1 (0.88%) Sublime Text
General
1 25 (21.93%) Finance
2 15 (13.16%) Retail
3 14 (12.28%) Banking
4 3 (2.63%) Financial Institution
4 3 (2.63%) Marketing
5 1 (0.88%) Advertising
5 1 (0.88%) Legal
5 1 (0.88%) Manufacturing
5 1 (0.88%) Pharmaceutical
5 1 (0.88%) Telecoms
Job Titles
1 39 (34.21%) Analyst
2 30 (26.32%) Developer
3 13 (11.40%) Data Engineer
4 12 (10.53%) Google Analytics Analyst
4 12 (10.53%) Google Analytics Web Analyst
4 12 (10.53%) Web Analyst
4 12 (10.53%) Web Analytics Analyst
5 11 (9.65%) Big Data Engineer
6 10 (8.77%) Consultant
7 7 (6.14%) Business Intelligence Developer
7 7 (6.14%) Digital Analyst
7 7 (6.14%) Performance Analyst
8 6 (5.26%) Architect
8 6 (5.26%) Data Analyst
8 6 (5.26%) Digital Performance Analyst
8 6 (5.26%) Workday Consultant
9 5 (4.39%) Data Architect
9 5 (4.39%) Java Developer
9 5 (4.39%) Xamarin Developer
10 4 (3.51%) Business Analyst
Libraries, Frameworks & Software Standards
1 20 (17.54%) XML
2 18 (15.79%) Web Services
3 15 (13.16%) HTML
3 15 (13.16%) JSON
4 13 (11.40%) jQuery
5 12 (10.53%) .NET
6 9 (7.89%) J2EE
6 9 (7.89%) Servlets
6 9 (7.89%) SOAP
7 8 (7.02%) Kafka
7 8 (7.02%) OSGi
8 7 (6.14%) Node.js
9 5 (4.39%) Ajax
9 5 (4.39%) REST
10 4 (3.51%) XSLT
11 3 (2.63%) CSS
11 3 (2.63%) Spring
12 2 (1.75%) MDX
12 2 (1.75%) Qt
13 1 (0.88%) ASP.NET MVC
Miscellaneous
1 15 (13.16%) Analytical Skills
2 10 (8.77%) Mobile App
3 8 (7.02%) Self-Motivation
4 5 (4.39%) Management Information System
5 4 (3.51%) User Experience
6 2 (1.75%) Client/Server
6 2 (1.75%) Cyberattack
6 2 (1.75%) Greenfield Project
6 2 (1.75%) NHS
7 1 (0.88%) Algorithms
7 1 (0.88%) Data Structures
7 1 (0.88%) e-Health
7 1 (0.88%) LIMS
7 1 (0.88%) PACS
7 1 (0.88%) Reference Data
7 1 (0.88%) Social Media
Operating Systems
1 9 (7.89%) Android
2 8 (7.02%) Linux
3 3 (2.63%) Windows
4 1 (0.88%) Ubuntu
4 1 (0.88%) Unix
Processes & Methodologies
1 33 (28.95%) Business Intelligence
2 32 (28.07%) Agile Software Development
3 25 (21.93%) Tag Management
4 21 (18.42%) Data Analytics
5 18 (15.79%) Problem-Solving
5 18 (15.79%) Visualisation
6 17 (14.91%) Decision-Making
7 14 (12.28%) Data Visualisation
8 13 (11.40%) Actionable Insight
8 13 (11.40%) Web Analytics
9 12 (10.53%) Data-Driven Decision Making
10 11 (9.65%) Stakeholder Management
11 10 (8.77%) Data Science
11 10 (8.77%) SEO
11 10 (8.77%) Unit Testing
12 9 (7.89%) Information Management
12 9 (7.89%) Memory Management
12 9 (7.89%) Multithreading
12 9 (7.89%) Test Automation
13 8 (7.02%) Data Management
Programming Languages
1 38 (33.33%) SQL
2 22 (19.30%) JavaScript
3 16 (14.04%) Python
4 15 (13.16%) Java
4 15 (13.16%) Scala
5 14 (12.28%) C#
6 7 (6.14%) R
7 4 (3.51%) T-SQL
7 4 (3.51%) VBA
8 3 (2.63%) C++
9 2 (1.75%) PL/SQL
9 2 (1.75%) Shell Script
10 1 (0.88%) Groovy
10 1 (0.88%) Perl
10 1 (0.88%) Ruby
10 1 (0.88%) VB
Qualifications
1 8 (7.02%) BPSS Clearance
1 8 (7.02%) Security Cleared
2 7 (6.14%) Degree
3 2 (1.75%) MCSE
3 2 (1.75%) Microsoft Certification
3 2 (1.75%) Numerate Degree
Quality Assurance & Compliance
1 2 (1.75%) Data Quality
1 2 (1.75%) PMO
2 1 (0.88%) GDPR
2 1 (0.88%) HL7
2 1 (0.88%) QA
System Software
1 3 (2.63%) Docker
2 1 (0.88%) VMware Infrastructure
Systems Management
1 12 (10.53%) Matomo
2 4 (3.51%) Terraform
3 2 (1.75%) Kubernetes
4 1 (0.88%) CASB
4 1 (0.88%) Grafana
4 1 (0.88%) Kibana
4 1 (0.88%) McAfee ePO
4 1 (0.88%) Puppet
Vendors
1 29 (25.44%) Google
2 20 (17.54%) Tableau
3 11 (9.65%) Microsoft
4 10 (8.77%) Adobe
5 9 (7.89%) Xamarin
6 7 (6.14%) Workday
7 6 (5.26%) Dataiku
7 6 (5.26%) SAP
8 5 (4.39%) Oracle
9 4 (3.51%) Splunk
10 2 (1.75%) Alteryx
10 2 (1.75%) Blue Coat
10 2 (1.75%) McAfee
10 2 (1.75%) ServiceNow
10 2 (1.75%) Trustwave
11 1 (0.88%) CODA
11 1 (0.88%) Cognos
11 1 (0.88%) IBM
11 1 (0.88%) Red Hat
11 1 (0.88%) VMware