Period
to 21 March 2019

The following table provides summary statistics for contract job vacancies advertised in Yorkshire with a requirement for Data Management skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Management over the 6 months to 21 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.

Data Management
England > Yorkshire
6 months to
21 Mar 2019
Same period 2018 Same period 2017
Rank 143 142 154
Rank change year-on-year -1 +12 -29
Contract jobs citing Data Management 50 55 34
As % of all contract IT jobs advertised in Yorkshire 1.07% 1.16% 0.76%
As % of the Processes & Methodologies category 1.23% 1.36% 0.90%
Number of daily rates quoted 31 51 21
Yorkshire median daily rate £400 £430 £425
Median daily rate % change year-on-year -6.98% +1.18% -10.53%
10th Percentile £250 £259 £304
90th Percentile £675 £650 £515
England median daily rate £500 £475 £450
% change year-on-year +5.26% +5.56% -
Number of hourly rates quoted 4 0 1
Yorkshire median hourly rate £18.12 - £14.00
10th Percentile £15.33 - £13.00
90th Percentile £21.10 - £15.00
England median hourly rate £21.50 £30.00 £22.74
% change year-on-year -28.33% +31.93% +41.33%

Data Management 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 4,062 4,055 3,773
As % of all contract IT jobs advertised in Yorkshire 86.55% 85.73% 84.35%
Number of daily rates quoted 2,768 2,666 2,440
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 £551
England median daily rate £475 £463 £438
% change year-on-year +2.70% +5.71% +2.94%
Number of hourly rates quoted 106 127 102
Yorkshire median hourly rate £17.50 £20.61 £14.57
Median hourly rate % change year-on-year -15.09% +41.50% -2.90%
10th Percentile £10.87 £10.65 £9.83
90th Percentile £40.50 £44.25 £31.35
England median hourly rate £23.50 £25.00 £25.00
% change year-on-year -6.00% - +11.11%

Data Management
Job Vacancy Trend in Yorkshire

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

Job vacancy trend for Data Management in Yorkshire

Data Management
Contractor Daily Rate Trend in Yorkshire

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

Contractor daily rate trend for Data Management in Yorkshire

Data Management
Contractor Daily Rate Histogram in Yorkshire

The daily rate distribution of IT jobs citing Data Management in Yorkshire over the 6 months to 21 March 2019.

Contractor daily rate histogram for Data Management in Yorkshire

Data Management
Contractor Hourly Rate Trend in Yorkshire

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

Contractor hourly rate trend for Data Management in Yorkshire

Data Management
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 Data Management within the Yorkshire region over the 6 months to 21 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 -3 36 £400 -5.88% 34
South Yorkshire -9 12 £388 -36.43% 3
North Yorkshire -3 2 - - 7
Data Management
England

For the 6 months to 21 March 2019, IT contractor jobs citing Data Management 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 Data Management.

1 18 (36.00%) Agile Software Development
2 14 (28.00%) Finance
2 14 (28.00%) SQL
2 14 (28.00%) Analytical Skills
3 12 (24.00%) Analytics
3 12 (24.00%) Management Information System
4 11 (22.00%) Data Quality
5 9 (18.00%) Big Data
5 9 (18.00%) Problem-Solving
6 8 (16.00%) Stakeholder Management
6 8 (16.00%) Data Analysis
6 8 (16.00%) Data Protection
6 8 (16.00%) Visualisation
7 7 (14.00%) Hadoop
7 7 (14.00%) Data Modelling
7 7 (14.00%) Microsoft
8 6 (12.00%) Data Warehouse
8 6 (12.00%) Java
8 6 (12.00%) Service Management
8 6 (12.00%) Data Visualisation
9 5 (10.00%) Confluence
9 5 (10.00%) Hortonworks
9 5 (10.00%) Data Analytics
9 5 (10.00%) Amazon AWS
9 5 (10.00%) Scala
9 5 (10.00%) SDLC
9 5 (10.00%) Apache Spark
9 5 (10.00%) Software Engineering
9 5 (10.00%) Enterprise Architecture
9 5 (10.00%) JIRA

Data Management
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 5 (10.00%) Apache Spark
1 5 (10.00%) Confluence
2 3 (6.00%) SharePoint
3 2 (4.00%) Apache
3 2 (4.00%) Exchange Server 2010
3 2 (4.00%) Exchange Server 2013
3 2 (4.00%) MS Exchange
4 1 (2.00%) ArcGIS
4 1 (2.00%) SAS
Applications
1 4 (8.00%) Microsoft Excel
2 1 (2.00%) Microsoft Office
2 1 (2.00%) Microsoft PowerPoint
2 1 (2.00%) Microsoft Project
Business Applications
1 2 (4.00%) Dynamics CRM
Cloud Services
1 5 (10.00%) Amazon AWS
2 4 (8.00%) Office 365
3 3 (6.00%) Dynamics 365
3 3 (6.00%) IaaS
3 3 (6.00%) Microsoft Azure
4 2 (4.00%) Amazon Kinesis
4 2 (4.00%) Amazon S3
4 2 (4.00%) Amazon SageMaker
4 2 (4.00%) PaaS
5 1 (2.00%) Amazon CloudWatch
5 1 (2.00%) Amazon EC2
5 1 (2.00%) AWS CloudTrail
5 1 (2.00%) GitHub
5 1 (2.00%) Google Cloud Platform
5 1 (2.00%) SaaS
5 1 (2.00%) Virtual Private Cloud
Communications & Networking
1 2 (4.00%) Firewall
1 2 (4.00%) Internet
2 1 (2.00%) Network Security
2 1 (2.00%) VPN
2 1 (2.00%) ZigBee
Database & Business Intelligence
1 9 (18.00%) Big Data
2 7 (14.00%) Hadoop
3 6 (12.00%) Data Warehouse
4 4 (8.00%) Data Lake
4 4 (8.00%) HBase
5 3 (6.00%) Amazon Athena
5 3 (6.00%) MongoDB
5 3 (6.00%) Pentaho
5 3 (6.00%) PostgreSQL
6 2 (4.00%) Amazon Aurora
6 2 (4.00%) Amazon RDS
6 2 (4.00%) Amazon Redshift
6 2 (4.00%) Apache Hive
6 2 (4.00%) NoSQL
6 2 (4.00%) Snowflake Schema
6 2 (4.00%) SQL Server
7 1 (2.00%) Impala
7 1 (2.00%) QGIS
7 1 (2.00%) Relational Database
7 1 (2.00%) Spatial Data
Development Applications
1 5 (10.00%) JIRA
2 3 (6.00%) Git (software)
3 1 (2.00%) Atlassian Bamboo
3 1 (2.00%) Bitbucket
3 1 (2.00%) ERwin
3 1 (2.00%) Jenkins
3 1 (2.00%) Sonatype Nexus
General
1 14 (28.00%) Finance
2 3 (6.00%) Retail
3 2 (4.00%) Banking
3 2 (4.00%) Retail Banking
4 1 (2.00%) Automotive
4 1 (2.00%) Local Government
4 1 (2.00%) Publishing
Job Titles
1 9 (18.00%) Analyst
2 8 (16.00%) Architect
2 8 (16.00%) Developer
3 6 (12.00%) Data Analyst
4 5 (10.00%) Data Architect
5 3 (6.00%) Analytics Manager
5 3 (6.00%) Data Manager
5 3 (6.00%) Data Quality Analyst
5 3 (6.00%) Digital Analytics Manager
5 3 (6.00%) Hadoop Developer
5 3 (6.00%) Insight Manager
5 3 (6.00%) Quality Analyst
6 2 (4.00%) Active Directory Specialist
6 2 (4.00%) Business Manager
6 2 (4.00%) Data Engineer
6 2 (4.00%) Data Quality Manager
6 2 (4.00%) Developer/Software Engineer
6 2 (4.00%) ETL Developer
6 2 (4.00%) Lead Architect
6 2 (4.00%) Office 365 Specialist
Libraries, Frameworks & Software Standards
1 3 (6.00%) .NET
1 3 (6.00%) Kafka
1 3 (6.00%) Web Services
2 2 (4.00%) LDAP
2 2 (4.00%) RESTful
3 1 (2.00%) HTML
3 1 (2.00%) PostGIS
3 1 (2.00%) WPF
Miscellaneous
1 14 (28.00%) Analytical Skills
2 12 (24.00%) Management Information System
3 3 (6.00%) NHS
3 3 (6.00%) Self-Motivation
4 2 (4.00%) Data Structures
4 2 (4.00%) Distributed Denial-of-Service
4 2 (4.00%) PKI
5 1 (2.00%) Credit Risk
5 1 (2.00%) Greenfield Project
5 1 (2.00%) Reference Data
5 1 (2.00%) Smart Meter
5 1 (2.00%) Taxonomies
5 1 (2.00%) User Experience
Operating Systems
1 3 (6.00%) Linux
2 2 (4.00%) CentOS
2 2 (4.00%) Red Hat Enterprise Linux
3 1 (2.00%) Unix
3 1 (2.00%) Windows
Processes & Methodologies
1 18 (36.00%) Agile Software Development
2 12 (24.00%) Analytics
3 9 (18.00%) Problem-Solving
4 8 (16.00%) Data Analysis
4 8 (16.00%) Data Protection
4 8 (16.00%) Stakeholder Management
4 8 (16.00%) Visualisation
5 7 (14.00%) Data Modelling
6 6 (12.00%) Data Visualisation
6 6 (12.00%) Service Management
7 5 (10.00%) Data Analytics
7 5 (10.00%) Enterprise Architecture
7 5 (10.00%) ETL
7 5 (10.00%) SDLC
7 5 (10.00%) Software Engineering
7 5 (10.00%) User Acceptance Testing
8 4 (8.00%) Business Intelligence
8 4 (8.00%) Change Management
8 4 (8.00%) Migration
8 4 (8.00%) Project Management
Programming Languages
1 14 (28.00%) SQL
2 6 (12.00%) Java
3 5 (10.00%) Python
3 5 (10.00%) Scala
3 5 (10.00%) Shell Script
4 3 (6.00%) PowerShell
5 2 (4.00%) T-SQL
6 1 (2.00%) Bash Shell
6 1 (2.00%) C
6 1 (2.00%) C#
6 1 (2.00%) JavaScript
6 1 (2.00%) R
6 1 (2.00%) Ruby
6 1 (2.00%) VBA
Qualifications
1 3 (6.00%) Degree
2 2 (4.00%) AWS Certification
2 2 (4.00%) Security Cleared
3 1 (2.00%) CISSP
3 1 (2.00%) CRISC
3 1 (2.00%) SC Cleared
3 1 (2.00%) TOGAF Certification
Quality Assurance & Compliance
1 11 (22.00%) Data Quality
2 4 (8.00%) GDPR
2 4 (8.00%) QA
3 1 (2.00%) ISO/IEC 27001
3 1 (2.00%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 1 (2.00%) ISO/IEC 27005
3 1 (2.00%) PMO
3 1 (2.00%) SLA
System Software
1 3 (6.00%) Active Directory
2 2 (4.00%) Active Directory Lightweight Directory Services
3 1 (2.00%) Docker
Systems Management
1 4 (8.00%) Ansible
2 3 (6.00%) Puppet
3 2 (4.00%) McAfee ePO
3 2 (4.00%) Terraform
4 1 (2.00%) Consul
4 1 (2.00%) HP Quality Center
4 1 (2.00%) Packer
Vendors
1 7 (14.00%) Microsoft
2 5 (10.00%) Hortonworks
3 2 (4.00%) Citrix
3 2 (4.00%) EnterpriseDB
3 2 (4.00%) Informatica
3 2 (4.00%) McAfee
3 2 (4.00%) Oracle
3 2 (4.00%) Pega
3 2 (4.00%) ServiceNow
3 2 (4.00%) Tableau
4 1 (2.00%) Atlassian
4 1 (2.00%) CA
4 1 (2.00%) Google