Period
to 28 March 2020

The following table provides summary statistics for contract job vacancies advertised in Bristol with a requirement for Migration skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Migration over the 6 months to 28 March 2020 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.

Migration
South West > Bristol
6 months to
28 Mar 2020
Same period 2019 Same period 2018
Rank 15 38 27
Rank change year-on-year +23 -11 +3
Contract jobs citing Migration 152 114 95
As % of all contract jobs advertised in Bristol 9.12% 5.68% 5.32%
As % of the Processes & Methodologies category 11.28% 6.69% 6.35%
Number of daily rates quoted 96 70 57
Median daily rate £450 £400 £400
Median daily rate % change year-on-year +12.50% - +0.95%
10th Percentile £260 £263 £208
90th Percentile £811 £476 £568
South West median daily rate £450 £400 £400
% change year-on-year +12.50% - -3.38%
Number of hourly rates quoted 13 9 6
Median hourly rate £17.50 £13.70 £12.39
Median hourly rate % change year-on-year +27.74% +10.57% -18.75%
10th Percentile £13.41 £11.17 £11.17
90th Percentile £19.48 £17.50 £13.38
South West median hourly rate £17.50 £13.70 £13.38
% change year-on-year +27.74% +2.43% -65.26%

Migration 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 Bristol with a requirement for process or methodology skills.

All Process and Methodology Skills
Bristol
Contract vacancies with a requirement for process or methodology skills 1,348 1,703 1,497
As % of all contract IT jobs advertised in Bristol 80.86% 84.85% 83.87%
Number of daily rates quoted 886 1,175 990
Median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% +6.67%
10th Percentile £311 £297 £263
90th Percentile £625 £575 £525
South West median daily rate £450 £438 £400
% change year-on-year +2.86% +9.38% +1.91%
Number of hourly rates quoted 55 68 32
Median hourly rate £33.50 £37.50 £17.50
Median hourly rate % change year-on-year -10.67% +114.29% -46.15%
10th Percentile £15.04 £11.85 £11.23
90th Percentile £52.35 £60.08 £46.23
Median hourly rate £35.00 £40.50 £28.50
% change year-on-year -13.58% +42.11% -25.97%

Migration
Job Vacancy Trend in Bristol

Job postings citing Migration as a proportion of all IT jobs advertised in Bristol.

Job vacancy trend for Migration in Bristol

Migration
Contractor Daily Rate Trend in Bristol

3-month moving average daily rate quoted in jobs citing Migration in Bristol.

Daily rate trend for Migration in Bristol

Migration
Daily Rate Histogram in Bristol

Daily rate distribution for jobs citing Migration in Bristol over the 6 months to 28 March 2020.

Daily rate histogram for Migration in Bristol

Migration
Contractor Hourly Rate Trend in Bristol

3-month moving average hourly rates quoted in jobs citing Migration in Bristol.

Hourly rate trend for Migration in Bristol

Migration
Hourly Rate Histogram in Bristol

Hourly rate distribution of jobs citing Migration in Bristol over the 6 months to 28 March 2020.

Hourly rate histogram for Migration in Bristol

For the 6 months to 28 March 2020, IT contractor jobs citing Migration 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 Bristol region with a requirement for Migration.

1 52 (34.21%) Windows
2 49 (32.24%) Microsoft
3 43 (28.29%) Azure
4 33 (21.71%) Office 365
4 33 (21.71%) DevOps
5 32 (21.05%) Active Directory
5 32 (21.05%) SQL
6 30 (19.74%) Windows 10
7 28 (18.42%) Dynamics 365
7 28 (18.42%) Visual Studio
7 28 (18.42%) Microsoft Excel
8 27 (17.76%) CRM
8 27 (17.76%) Microsoft PowerPoint
9 26 (17.11%) Dynamics CRM
9 26 (17.11%) ArchiMate
9 26 (17.11%) SQL Server
9 26 (17.11%) MS Visio
9 26 (17.11%) Sparx
10 25 (16.45%) SharePoint
11 24 (15.79%) Open Source
12 23 (15.13%) Public Sector
13 22 (14.47%) SQL Server Integration Services
14 21 (13.82%) Finance
15 19 (12.50%) ITIL
15 19 (12.50%) Power Platform
15 19 (12.50%) PowerApps
15 19 (12.50%) Azure Active Directory
16 18 (11.84%) Power BI
16 18 (11.84%) Microsoft Flow
17 17 (11.18%) Azure Functions

Migration
Co-occurring IT Skills in Bristol 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 25 (16.45%) SharePoint
2 5 (3.29%) IIS
3 4 (2.63%) Skype for Business
4 3 (1.97%) MS Exchange
4 3 (1.97%) WordPress
5 2 (1.32%) Apache
5 2 (1.32%) nginx
5 2 (1.32%) SharePoint 2010
5 2 (1.32%) Tomcat
6 1 (0.66%) CMS
6 1 (0.66%) SAS
Applications
1 28 (18.42%) Microsoft Excel
2 27 (17.76%) Microsoft PowerPoint
3 26 (17.11%) MS Visio
4 6 (3.95%) Microsoft Office
5 1 (0.66%) Spreadsheet
Business Applications
1 26 (17.11%) Dynamics CRM
2 2 (1.32%) SAP FI
2 2 (1.32%) SAP S/4HANA
3 1 (0.66%) PeopleSoft HCM
Cloud Services
1 43 (28.29%) Azure
2 33 (21.71%) Office 365
3 28 (18.42%) Dynamics 365
4 19 (12.50%) Azure Active Directory
4 19 (12.50%) Power Platform
4 19 (12.50%) PowerApps
5 18 (11.84%) Microsoft Flow
6 17 (11.18%) Azure Functions
6 17 (11.18%) SaaS
6 17 (11.18%) Serverless
7 6 (3.95%) AWS
8 4 (2.63%) OneDrive
9 1 (0.66%) DigitalOcean
9 1 (0.66%) Yammer
Communications & Networking
1 16 (10.53%) Firewall
2 10 (6.58%) LAN
2 10 (6.58%) WAN
3 5 (3.29%) BGP
3 5 (3.29%) Cisco ASA
3 5 (3.29%) DAB
3 5 (3.29%) OSPF
3 5 (3.29%) SAN
3 5 (3.29%) Wireless
4 4 (2.63%) Skype
5 2 (1.32%) VLAN
6 1 (0.66%) DHCP
6 1 (0.66%) ISDN
6 1 (0.66%) NetScaler
6 1 (0.66%) PSTN
Database & Business Intelligence
1 26 (17.11%) SQL Server
2 22 (14.47%) SQL Server Integration Services
3 18 (11.84%) Power BI
4 17 (11.18%) SQL Server Reporting Services
5 2 (1.32%) Azure SQL Database
5 2 (1.32%) Data Warehouse
5 2 (1.32%) MongoDB
5 2 (1.32%) NoSQL
5 2 (1.32%) Oracle BI Publisher
5 2 (1.32%) Relational Database
5 2 (1.32%) SAP Data Services
6 1 (0.66%) Data Mining
6 1 (0.66%) Electronic Patient Records
6 1 (0.66%) Hadoop
6 1 (0.66%) MySQL
6 1 (0.66%) Oracle Database
6 1 (0.66%) Oracle Database 12c
6 1 (0.66%) PostgreSQL
6 1 (0.66%) Snowflake Schema
Development Applications
1 28 (18.42%) Visual Studio
2 6 (3.95%) AdminStudio
2 6 (3.95%) IBM UrbanCode
2 6 (3.95%) MSI
3 4 (2.63%) Git (software)
4 3 (1.97%) Jenkins
5 2 (1.32%) NUnit
5 2 (1.32%) Selenium
5 2 (1.32%) SpecFlow
6 1 (0.66%) JIRA
General
1 23 (15.13%) Public Sector
2 21 (13.82%) Finance
3 6 (3.95%) Marketing
4 5 (3.29%) Electronics
4 5 (3.29%) Manufacturing
4 5 (3.29%) Telecoms
5 2 (1.32%) Banking
6 1 (0.66%) General Ledger
6 1 (0.66%) Local Government
Job Titles
1 31 (20.39%) Architect
2 16 (10.53%) Solutions Architect
3 15 (9.87%) CRM Architect
3 15 (9.87%) Dynamics CRM Architect
4 13 (8.55%) Project Manager
5 12 (7.89%) Windows Engineer
6 10 (6.58%) Deployment Engineer
7 9 (5.92%) Technical Architect
8 8 (5.26%) Consultant
8 8 (5.26%) CRM Solutions Architect
8 8 (5.26%) Infrastructure Engineer
9 7 (4.61%) Developer
10 6 (3.95%) Analyst
10 6 (3.95%) Senior Architect
10 6 (3.95%) Windows Deployment Engineer
11 5 (3.29%) Applications Packager
11 5 (3.29%) Designer
11 5 (3.29%) IT Engineer
11 5 (3.29%) Network Designer
11 5 (3.29%) Senior Solutions Architect
Libraries, Frameworks & Software Standards
1 9 (5.92%) .NET
2 2 (1.32%) Apache Flex
2 2 (1.32%) Middleware
2 2 (1.32%) REST
2 2 (1.32%) Web Services
3 1 (0.66%) Ajax
3 1 (0.66%) COM
3 1 (0.66%) CSS
3 1 (0.66%) Django
3 1 (0.66%) HTML
Miscellaneous
1 16 (10.53%) Data Centre
2 7 (4.61%) Private Cloud
3 3 (1.97%) Analytical Skills
3 3 (1.97%) Management Information System
4 2 (1.32%) Linux Command Line
5 1 (0.66%) Enterprise Software
5 1 (0.66%) Mobile App
5 1 (0.66%) NHS
5 1 (0.66%) Replication
5 1 (0.66%) Self-Motivation
Operating Systems
1 52 (34.21%) Windows
2 30 (19.74%) Windows 10
3 14 (9.21%) Windows Server
4 12 (7.89%) Linux
4 12 (7.89%) Windows 7
5 6 (3.95%) Windows Server 2016
6 3 (1.97%) Ubuntu
6 3 (1.97%) Windows Server 2008
7 2 (1.32%) Windows Server 2012
7 2 (1.32%) Windows XP
8 1 (0.66%) Unix
Processes & Methodologies
1 33 (21.71%) DevOps
2 27 (17.76%) CRM
3 26 (17.11%) ArchiMate
4 24 (15.79%) Open Source
5 19 (12.50%) ITIL
6 17 (11.18%) B2C
6 17 (11.18%) Data Migration
7 12 (7.89%) Agile Software Development
7 12 (7.89%) Business Intelligence
8 11 (7.24%) Problem Management
9 9 (5.92%) Load Balancing
9 9 (5.92%) Project Management
10 8 (5.26%) Infrastructure Engineering
10 8 (5.26%) Project Delivery
10 8 (5.26%) Stakeholder Management
11 7 (4.61%) Collaborative Working
11 7 (4.61%) ETL
11 7 (4.61%) Performance Monitoring
11 7 (4.61%) PRINCE2
11 7 (4.61%) Programme Management
Programming Languages
1 32 (21.05%) SQL
2 9 (5.92%) PowerShell
3 8 (5.26%) C#
4 7 (4.61%) Bash Shell
4 7 (4.61%) Java
5 6 (3.95%) Shell Script
6 5 (3.29%) PL/SQL
7 3 (1.97%) C
7 3 (1.97%) VBA
8 2 (1.32%) Python
8 2 (1.32%) T-SQL
9 1 (0.66%) C++
9 1 (0.66%) JavaScript
9 1 (0.66%) Perl
Qualifications
1 17 (11.18%) Security Cleared
2 10 (6.58%) BPSS Clearance
3 9 (5.92%) SC Cleared
4 5 (3.29%) CCDP
4 5 (3.29%) CCNP
4 5 (3.29%) Cisco Certification
4 5 (3.29%) DV Cleared
4 5 (3.29%) JNCIS
5 3 (1.97%) Degree
5 3 (1.97%) HND
5 3 (1.97%) Microsoft Certification
5 3 (1.97%) PMP
6 1 (0.66%) MCSE
Quality Assurance & Compliance
1 3 (1.97%) QA
2 1 (0.66%) Data Quality
2 1 (0.66%) SLA
System Software
1 32 (21.05%) Active Directory
2 5 (3.29%) VMware Infrastructure
3 3 (1.97%) VMware ESXi
4 2 (1.32%) Docker
4 2 (1.32%) vSphere
5 1 (0.66%) BitLocker
5 1 (0.66%) Microsoft App-V
5 1 (0.66%) Virtual Servers
5 1 (0.66%) XenApp
5 1 (0.66%) XenDesktop
Systems Management
1 14 (9.21%) SCCM
2 9 (5.92%) Microsoft Intune
3 6 (3.95%) SCOM
4 3 (1.97%) AirWatch
4 3 (1.97%) vCenter Server
4 3 (1.97%) vRealize
5 2 (1.32%) Kubernetes
5 2 (1.32%) Terraform
6 1 (0.66%) Ansible
6 1 (0.66%) Cisco UCCX
6 1 (0.66%) Docker Swarm
Vendors
1 49 (32.24%) Microsoft
2 26 (17.11%) Sparx
3 16 (10.53%) VMware
4 11 (7.24%) Oracle
5 8 (5.26%) Cisco
5 8 (5.26%) SAP
6 7 (4.61%) IBM
7 6 (3.95%) AppDynamics
7 6 (3.95%) Dynatrace
8 5 (3.29%) Brocade
8 5 (3.29%) Juniper
9 3 (1.97%) Citrix
10 2 (1.32%) Dell
10 2 (1.32%) Google
10 2 (1.32%) Tableau
10 2 (1.32%) Talend
11 1 (0.66%) Avaloq
11 1 (0.66%) CheckPoint
11 1 (0.66%) EqualLogic
11 1 (0.66%) Veeam