Period
to 20 March 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 20 March 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
20 Mar 2019
Same period 2018 Same period 2017
Rank 56 70 70
Rank change year-on-year +14 0 +12
Contract jobs citing Analytics 170 148 137
As % of all contract IT jobs advertised in Yorkshire 3.63% 3.14% 3.05%
As % of the Processes & Methodologies category 4.19% 3.67% 3.62%
Number of daily rates quoted 114 110 86
Yorkshire median daily rate £425 £475 £425
Median daily rate % change year-on-year -10.53% +11.76% -10.53%
10th Percentile £315 £313 £275
90th Percentile £584 £625 £700
England median daily rate £500 £500 £463
% change year-on-year - +8.11% +2.78%
Number of hourly rates quoted 0 0 1
Yorkshire median hourly rate - - £29.50
England median hourly rate £34.00 £26.78 £21.25
% change year-on-year +26.98% +26.00% -3.66%

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 4,055 4,038 3,782
As % of all contract IT jobs advertised in Yorkshire 86.48% 85.61% 84.33%
Number of daily rates quoted 2,766 2,651 2,437
Yorkshire median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - -
10th Percentile £275 £263 £263
90th Percentile £575 £541 £553
England median daily rate £475 £463 £438
% change year-on-year +2.70% +5.71% +2.94%
Number of hourly rates quoted 104 127 104
Yorkshire median hourly rate £17.38 £20.61 £14.60
Median hourly rate % change year-on-year -15.70% +41.21% -2.70%
10th Percentile £10.82 £10.65 £9.88
90th Percentile £42.70 £44.25 £32.20
England median hourly rate £23.63 £25.00 £25.00
% change year-on-year -5.50% - +11.11%

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 March 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
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 March 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 +29 120 £425 -6.59% 59
South Yorkshire -23 38 £475 -5.00% 7
North Yorkshire -2 10 £450 +63.64% 12
East Yorkshire - 1 - -
Analytics
England

For the 6 months to 20 March 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 51 (30.00%) SQL
2 43 (25.29%) Business Intelligence
3 40 (23.53%) Data Analytics
4 38 (22.35%) Agile Software Development
5 36 (21.18%) Finance
6 32 (18.82%) Python
7 31 (18.24%) Data Warehouse
8 26 (15.29%) Jenkins
9 25 (14.71%) Data Science
10 24 (14.12%) Amazon AWS
10 24 (14.12%) JavaScript
11 23 (13.53%) SAP
11 23 (13.53%) Big Data
12 22 (12.94%) Google
13 21 (12.35%) Web Services
14 20 (11.76%) Hadoop
14 20 (11.76%) R
14 20 (11.76%) Tableau
14 20 (11.76%) Google Cloud Platform
14 20 (11.76%) Problem-Solving
15 19 (11.18%) Analytical Skills
15 19 (11.18%) Open Source
15 19 (11.18%) Machine Learning
15 19 (11.18%) Migration
16 18 (10.59%) XML
16 18 (10.59%) SQL Server Reporting Services
16 18 (10.59%) JIRA
16 18 (10.59%) Docker
16 18 (10.59%) DevOps
17 17 (10.00%) Google Analytics

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 (8.24%) Apache Spark
2 4 (2.35%) SharePoint
3 3 (1.76%) Adobe Experience Manager
4 2 (1.18%) Confluence
5 1 (0.59%) Apache
5 1 (0.59%) Apache Airflow
5 1 (0.59%) Apache Solr
5 1 (0.59%) Luigi
5 1 (0.59%) Oracle Workflow
5 1 (0.59%) SAS
Applications
1 6 (3.53%) Microsoft Excel
2 3 (1.76%) Microsoft Office
3 1 (0.59%) Adobe Creative Suite
3 1 (0.59%) Microsoft Project
3 1 (0.59%) MS Visio
Business Applications
1 9 (5.29%) Workday HCM
2 5 (2.94%) SAP HCM
3 2 (1.18%) Sprinklr
4 1 (0.59%) Cognos Business Intelligence
4 1 (0.59%) Cognos TM1
4 1 (0.59%) Dynamics CRM
4 1 (0.59%) Remedy ITSM
Cloud Services
1 24 (14.12%) Amazon AWS
2 20 (11.76%) Google Cloud Platform
3 17 (10.00%) Google Analytics
4 12 (7.06%) Microsoft Azure
5 9 (5.29%) Google Tag Manager
6 6 (3.53%) SaaS
7 5 (2.94%) SuccessFactors
8 3 (1.76%) Dynamics 365
9 2 (1.18%) Amazon EC2
9 2 (1.18%) Amazon Kinesis
9 2 (1.18%) PaaS
10 1 (0.59%) Amazon CloudWatch
10 1 (0.59%) Amazon EMR
10 1 (0.59%) Amazon S3
10 1 (0.59%) AWS CloudFormation
10 1 (0.59%) AWS CloudTrail
10 1 (0.59%) Cloud Computing
10 1 (0.59%) IaaS
10 1 (0.59%) OpenShift
10 1 (0.59%) Virtual Private Cloud
Communications & Networking
1 2 (1.18%) Firewall
2 1 (0.59%) ATM
2 1 (0.59%) Cisco Firepower
2 1 (0.59%) VPN
Database & Business Intelligence
1 31 (18.24%) Data Warehouse
2 23 (13.53%) Big Data
3 20 (11.76%) Hadoop
4 18 (10.59%) SQL Server Reporting Services
5 12 (7.06%) Apache Hive
5 12 (7.06%) SQL Server Integration Services
6 10 (5.88%) Impala
6 10 (5.88%) SQLite
7 9 (5.29%) BusinessObjects
7 9 (5.29%) SQL Server
8 8 (4.71%) Data Lake
9 7 (4.12%) Power BI
9 7 (4.12%) SAP Data Services
10 6 (3.53%) SQL Server Analysis Services
11 5 (2.94%) Spotfire
12 4 (2.35%) Electronic Patient Records
12 4 (2.35%) PostgreSQL
12 4 (2.35%) Snowflake Schema
13 3 (1.76%) MongoDB
13 3 (1.76%) NoSQL
Development Applications
1 26 (15.29%) Jenkins
2 18 (10.59%) JIRA
3 16 (9.41%) Git (software)
4 9 (5.29%) Team Foundation Server
4 9 (5.29%) Visual Studio
5 3 (1.76%) Maven
6 2 (1.18%) ERwin
6 2 (1.18%) GDB
6 2 (1.18%) Qt Creator
6 2 (1.18%) Selenium
6 2 (1.18%) SpecFlow
6 2 (1.18%) TestRail
6 2 (1.18%) Valgrind
7 1 (0.59%) Atlassian Bamboo
7 1 (0.59%) Bitbucket
7 1 (0.59%) RSpec
7 1 (0.59%) SoapUI
7 1 (0.59%) Sonatype Nexus
7 1 (0.59%) TeamCity
General
1 36 (21.18%) Finance
2 13 (7.65%) Banking
3 9 (5.29%) Retail
4 3 (1.76%) Telecoms
5 2 (1.18%) Financial Institution
5 2 (1.18%) Law
5 2 (1.18%) Military
6 1 (0.59%) Investment Banking
6 1 (0.59%) Manufacturing
6 1 (0.59%) Marketing
6 1 (0.59%) Pharmaceutical
6 1 (0.59%) Publishing
Job Titles
1 42 (24.71%) Analyst
2 41 (24.12%) Developer
3 15 (8.82%) Python Engineer
4 12 (7.06%) Architect
4 12 (7.06%) DevOps Engineer
5 10 (5.88%) Data Architect
5 10 (5.88%) User Researcher
6 9 (5.29%) Consultant
6 9 (5.29%) Google Analytics Analyst
6 9 (5.29%) Google Analytics Web Analyst
6 9 (5.29%) Web Analyst
6 9 (5.29%) Web Analytics Analyst
7 8 (4.71%) Data Analyst
7 8 (4.71%) Data Engineer
7 8 (4.71%) Python Developer
8 6 (3.53%) Analytics Manager
8 6 (3.53%) Big Data Engineer
8 6 (3.53%) Business Analyst
8 6 (3.53%) Business Intelligence Developer
8 6 (3.53%) Data Manager
Libraries, Frameworks & Software Standards
1 21 (12.35%) Web Services
2 18 (10.59%) XML
3 16 (9.41%) JSON
4 15 (8.82%) HTML
5 14 (8.24%) .NET
5 14 (8.24%) Anaconda
6 11 (6.47%) jQuery
7 10 (5.88%) SOAP
8 6 (3.53%) Kafka
8 6 (3.53%) REST
9 5 (2.94%) CSS
10 4 (2.35%) Node.js
10 4 (2.35%) Regular Expression
10 4 (2.35%) XSLT
11 3 (1.76%) ASP.NET
11 3 (1.76%) J2EE
11 3 (1.76%) OSGi
11 3 (1.76%) Servlets
12 2 (1.18%) Ajax
12 2 (1.18%) MDX
Miscellaneous
1 19 (11.18%) Analytical Skills
2 14 (8.24%) Management Information System
3 9 (5.29%) Mobile App
4 5 (2.94%) User Experience
5 4 (2.35%) Blog
5 4 (2.35%) e-Health
5 4 (2.35%) LIMS
5 4 (2.35%) NHS
5 4 (2.35%) PACS
5 4 (2.35%) Self-Motivation
6 3 (1.76%) Client/Server
7 2 (1.18%) Cyberattack
7 2 (1.18%) Data Structures
7 2 (1.18%) Greenfield Project
7 2 (1.18%) Social Media
7 2 (1.18%) Taxonomies
8 1 (0.59%) CUDA
8 1 (0.59%) GPGPU
8 1 (0.59%) Hedge funds
8 1 (0.59%) Virtual Team
Operating Systems
1 8 (4.71%) Android
2 7 (4.12%) Linux
3 4 (2.35%) Windows
4 3 (1.76%) Unix
5 2 (1.18%) Windows 7
Processes & Methodologies
1 43 (25.29%) Business Intelligence
2 40 (23.53%) Data Analytics
3 38 (22.35%) Agile Software Development
4 25 (14.71%) Data Science
5 20 (11.76%) Problem-Solving
6 19 (11.18%) Machine Learning
6 19 (11.18%) Migration
6 19 (11.18%) Open Source
7 18 (10.59%) DevOps
8 16 (9.41%) Data Migration
8 16 (9.41%) Decision-Making
8 16 (9.41%) ETL
8 16 (9.41%) Visualisation
9 13 (7.65%) Data Analysis
10 12 (7.06%) Data Management
10 12 (7.06%) Stakeholder Management
11 11 (6.47%) Continuous Improvement
11 11 (6.47%) Data-Driven Decision Making
11 11 (6.47%) Tag Management
11 11 (6.47%) Workflow
Programming Languages
1 51 (30.00%) SQL
2 32 (18.82%) Python
3 24 (14.12%) JavaScript
4 20 (11.76%) R
5 12 (7.06%) Java
6 11 (6.47%) C#
7 10 (5.88%) Scala
8 9 (5.29%) T-SQL
9 7 (4.12%) PL/SQL
10 5 (2.94%) Shell Script
11 4 (2.35%) VBA
12 3 (1.76%) C++
13 2 (1.18%) C
13 2 (1.18%) Ruby
13 2 (1.18%) VB
14 1 (0.59%) Bash Shell
14 1 (0.59%) PowerShell
Qualifications
1 9 (5.29%) Degree
2 8 (4.71%) Security Cleared
3 5 (2.94%) BPSS Clearance
4 2 (1.18%) SC Cleared
5 1 (0.59%) AWS Certification
5 1 (0.59%) CISM
5 1 (0.59%) CISSP
5 1 (0.59%) PhD
Quality Assurance & Compliance
1 8 (4.71%) Data Quality
2 5 (2.94%) QA
3 4 (2.35%) HL7
3 4 (2.35%) ISO/IEC 27001
4 3 (1.76%) GDPR
5 2 (1.18%) PMO
System Software
1 18 (10.59%) Docker
2 2 (1.18%) HDFS
3 1 (0.59%) Apache Flume
3 1 (0.59%) VMware Infrastructure
Systems Management
1 9 (5.29%) Matomo
2 6 (3.53%) Terraform
3 3 (1.76%) Kubernetes
4 2 (1.18%) Ansible
4 2 (1.18%) Oozie
4 2 (1.18%) Opscode Chef
5 1 (0.59%) Consul
5 1 (0.59%) Mesos
5 1 (0.59%) Packer
5 1 (0.59%) Puppet
5 1 (0.59%) SCOM
5 1 (0.59%) SCOrch
5 1 (0.59%) WMI
Vendors
1 23 (13.53%) SAP
2 22 (12.94%) Google
3 20 (11.76%) Tableau
4 17 (10.00%) Microsoft
5 13 (7.65%) Oracle
6 9 (5.29%) Workday
7 8 (4.71%) Xamarin
8 5 (2.94%) ServiceNow
9 4 (2.35%) Blue Coat
9 4 (2.35%) Dataiku
9 4 (2.35%) Intel
9 4 (2.35%) McAfee
9 4 (2.35%) Netskope
9 4 (2.35%) Salesforce.com
9 4 (2.35%) Trustwave
10 3 (1.76%) Splunk
11 2 (1.18%) Crimson Hexagon
11 2 (1.18%) Hortonworks
11 2 (1.18%) Proofpoint
11 2 (1.18%) Twitter