Period
to 19 November 2017

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 19 November 2017 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
19 Nov 2017
Same period 2016 Same period 2015
Rank 29 25 29
Rank change year-on-year -4 +4 -6
Contract jobs citing Migration 115 109 101
As % of all contract IT jobs advertised in Bristol 5.91% 6.35% 5.84%
As % of the Processes & Methodologies category 7.40% 7.64% 7.20%
Number of daily rates quoted 70 80 78
Bristol median daily rate £356 £375 £400
Median daily rate % change year-on-year -5.00% -6.25% +1.91%
10th Percentile £173 £255 £286
90th Percentile £526 £534 £525
South West median daily rate £400 £400 £350
% change year-on-year - +14.29% -6.67%
Number of hourly rates quoted 6 2 2
Bristol median hourly rate £13.25 £12.63 £14.13
Median hourly rate % change year-on-year +4.95% -10.62% -14.39%
10th Percentile £11.13 £10.41 £13.11
90th Percentile £16.38 £15.74 £16.04
South West median hourly rate £15.25 £15.25 £15.25

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 1554 1426 1402
As % of all contract IT jobs advertised in Bristol 79.82% 83.10% 81.04%
Number of daily rates quoted 1053 1033 1091
Bristol median daily rate £388 £375 £375
Median daily rate % change year-on-year +3.33% - -
10th Percentile £263 £256 £263
90th Percentile £538 £550 £535
South West median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 47 66 37
Bristol median hourly rate £23.00 £26.58 £19.00
Median hourly rate % change year-on-year -13.45% +39.87% -15.56%
10th Percentile £11.90 £12.00 £13.00
90th Percentile £48.50 £46.25 £48.50
South West median hourly rate £35.00 £31.50 £38.77
% change year-on-year +11.11% -18.75% +47.70%

Migration
Job Vacancy Trend in Bristol

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

Job vacancy trend for Migration in Bristol

Migration
Contractor Daily Rate Trend in Bristol

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Migration in Bristol.

Contractor daily rate trend for Migration in Bristol

Migration
Contractor Daily Rate Histogram in Bristol

The daily rate distribution of IT jobs citing Migration in Bristol over the 6 months to 19 November 2017.

Contractor daily rate histogram for Migration in Bristol

Migration
Contractor Hourly Rate Trend in Bristol

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Migration in Bristol.

Contractor hourly rate trend for Migration in Bristol

For the 6 months to 19 November 2017, IT contractor jobs citing Migration also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all contract ads across the Bristol region with a requirement for Migration.

1 33 (28.70%) Data Migration
2 28 (24.35%) Microsoft
3 23 (20.00%) Office 365
4 22 (19.13%) Finance
5 19 (16.52%) Windows
6 16 (13.91%) Microsoft Office
6 16 (13.91%) Agile Software Development
7 15 (13.04%) SQL
8 14 (12.17%) SQL Server
8 14 (12.17%) Banking
8 14 (12.17%) Security Cleared
9 13 (11.30%) Stakeholder Management
10 12 (10.43%) Analytical Skills
11 10 (8.70%) ETL
11 10 (8.70%) Business Intelligence
11 10 (8.70%) Test Scripting
11 10 (8.70%) Windows 7
12 8 (6.96%) Data Analysis
12 8 (6.96%) SQL Server Integration Services
13 7 (6.09%) SQL Server Reporting Services
13 7 (6.09%) Amazon AWS
13 7 (6.09%) SC Cleared
13 7 (6.09%) Project Management
13 7 (6.09%) Oracle
13 7 (6.09%) SharePoint
13 7 (6.09%) Data Warehouse
13 7 (6.09%) Data Centre
14 6 (5.22%) Scenario Testing
14 6 (5.22%) PRINCE2
14 6 (5.22%) Change Management

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 7 (6.09%) SharePoint
2 4 (3.48%) SAS
2 4 (3.48%) SharePoint 2013
3 3 (2.61%) CMS
4 2 (1.74%) SharePoint 2010
4 2 (1.74%) Skype for Business
5 1 (0.87%) Apache Spark
5 1 (0.87%) Drupal
5 1 (0.87%) MS Exchange
5 1 (0.87%) WordPress
Applications
1 16 (13.91%) Microsoft Office
2 5 (4.35%) Microsoft Excel
3 3 (2.61%) Microsoft Project
3 3 (2.61%) MS Visio
4 2 (1.74%) Microsoft PowerPoint
5 1 (0.87%) Spreadsheet
Business Applications
1 4 (3.48%) SAP SD
1 4 (3.48%) SAP WM
2 2 (1.74%) Dynamics CRM
2 2 (1.74%) Oracle EBS
2 2 (1.74%) Oracle ERP
3 1 (0.87%) Oracle Procure-to-Pay
3 1 (0.87%) Unit4 Business World
Cloud Services
1 23 (20.00%) Office 365
2 7 (6.09%) Amazon AWS
3 5 (4.35%) Microsoft Azure
4 2 (1.74%) Cloud Computing
4 2 (1.74%) IaaS
5 1 (0.87%) Google Cloud Platform
Communications & Networking
1 3 (2.61%) Firewall
2 2 (1.74%) Skype
3 1 (0.87%) DNS
3 1 (0.87%) LAN
3 1 (0.87%) VPN
3 1 (0.87%) WAN
Database & Business Intelligence
1 14 (12.17%) SQL Server
2 8 (6.96%) SQL Server Integration Services
3 7 (6.09%) Data Warehouse
3 7 (6.09%) SQL Server Reporting Services
4 4 (3.48%) Base SAS
4 4 (3.48%) SAS Enterprise Guide
5 3 (2.61%) Azure SQL Data Warehouse
5 3 (2.61%) Azure SQL Database
5 3 (2.61%) SQL Server 2012
5 3 (2.61%) SQL Server Analysis Services
6 2 (1.74%) Big Data
6 2 (1.74%) GIS
6 2 (1.74%) MS Access
6 2 (1.74%) PostgreSQL
6 2 (1.74%) Relational Database
7 1 (0.87%) Amazon Redshift
7 1 (0.87%) Clusterpoint
7 1 (0.87%) MySQL
7 1 (0.87%) Oracle Database
7 1 (0.87%) RDBMS
Development Applications
1 5 (4.35%) Team Foundation Server
2 4 (3.48%) NeoLoad
3 3 (2.61%) Git (software)
4 2 (1.74%) Rational DOORS
5 1 (0.87%) SpecFlow
5 1 (0.87%) SQL Server Management Studio (SSMS)
5 1 (0.87%) TeamCity
General
1 22 (19.13%) Finance
2 14 (12.17%) Banking
3 5 (4.35%) Retail Banking
4 4 (3.48%) Retail
5 2 (1.74%) Advertising
5 2 (1.74%) Manufacturing
6 1 (0.87%) Aerospace
6 1 (0.87%) Corporate Banking
6 1 (0.87%) Military
Job Titles
1 25 (21.74%) Analyst
2 14 (12.17%) Architect
2 14 (12.17%) Developer
3 9 (7.83%) Consultant
3 9 (7.83%) Solutions Architect
3 9 (7.83%) Trainer
4 8 (6.96%) Data Analyst
4 8 (6.96%) Test Analyst
5 7 (6.09%) IT Trainer
5 7 (6.09%) Microsoft Trainer
6 6 (5.22%) Project Manager
7 5 (4.35%) Banking Analyst
7 5 (4.35%) Data Architect
7 5 (4.35%) Deployment Engineer
8 4 (3.48%) Change Manager
8 4 (3.48%) Data Warehouse Architect
8 4 (3.48%) IT Manager
8 4 (3.48%) SAP Architect
8 4 (3.48%) SAP Solutions Architect
8 4 (3.48%) SAS Developer
Libraries, Frameworks & Software Standards
1 5 (4.35%) .NET
2 3 (2.61%) Entity Framework
3 2 (1.74%) Web Services
4 1 (0.87%) .NET Framework
4 1 (0.87%) AngularJS
4 1 (0.87%) ASP.NET
4 1 (0.87%) COM
4 1 (0.87%) CSS
4 1 (0.87%) Django
4 1 (0.87%) HTML
4 1 (0.87%) jQuery
4 1 (0.87%) Kafka
4 1 (0.87%) Laravel
4 1 (0.87%) Node.js
4 1 (0.87%) React
Miscellaneous
1 12 (10.43%) Analytical Skills
2 7 (6.09%) Data Centre
3 2 (1.74%) Credit Risk
3 2 (1.74%) Data Protection Act
3 2 (1.74%) Greenfield Project
3 2 (1.74%) Mobile App
3 2 (1.74%) Private Cloud
4 1 (0.87%) Enterprise Software
4 1 (0.87%) EPoS
4 1 (0.87%) Management Information System
4 1 (0.87%) PMI
4 1 (0.87%) Public Cloud
4 1 (0.87%) Social Media
Operating Systems
1 19 (16.52%) Windows
2 10 (8.70%) Windows 7
3 5 (4.35%) Windows 10
4 3 (2.61%) Android
4 3 (2.61%) Apple iOS
4 3 (2.61%) Windows XP
5 2 (1.74%) Windows Server
Processes & Methodologies
1 33 (28.70%) Data Migration
2 16 (13.91%) Agile Software Development
3 13 (11.30%) Stakeholder Management
4 10 (8.70%) Business Intelligence
4 10 (8.70%) ETL
4 10 (8.70%) Test Scripting
5 8 (6.96%) Data Analysis
6 7 (6.09%) Project Management
7 6 (5.22%) Change Management
7 6 (5.22%) PRINCE2
7 6 (5.22%) Scenario Testing
7 6 (5.22%) Time Management
8 5 (4.35%) Data Modelling
8 5 (4.35%) Non-Functional Testing
8 5 (4.35%) Scrum
8 5 (4.35%) User Acceptance Testing
9 4 (3.48%) ERP
9 4 (3.48%) ITIL
9 4 (3.48%) Supplier Management
9 4 (3.48%) TOGAF
Programming Languages
1 15 (13.04%) SQL
2 3 (2.61%) PHP
2 3 (2.61%) Python
2 3 (2.61%) R
2 3 (2.61%) SAS Macro
3 2 (1.74%) C
3 2 (1.74%) C#
3 2 (1.74%) Java
3 2 (1.74%) JavaScript
3 2 (1.74%) PL/SQL
3 2 (1.74%) VBA
4 1 (0.87%) Perl
4 1 (0.87%) PHP 5
4 1 (0.87%) Scala
Qualifications
1 14 (12.17%) Security Cleared
2 7 (6.09%) SC Cleared
3 5 (4.35%) Microsoft Certification
4 3 (2.61%) MCSE
5 2 (1.74%) Degree
5 2 (1.74%) ISEB
5 2 (1.74%) MCSA
5 2 (1.74%) Six Sigma Green Belt
6 1 (0.87%) APMP
6 1 (0.87%) BPSS Clearance
6 1 (0.87%) ISTQB Foundation Certification
6 1 (0.87%) PMI Certification
6 1 (0.87%) PMP
Quality Assurance & Compliance
1 4 (3.48%) Data Quality
1 4 (3.48%) QA
2 2 (1.74%) GDPR
2 2 (1.74%) ISO/IEC 27001
2 2 (1.74%) PCI DSS
3 1 (0.87%) Disclosure Scotland
3 1 (0.87%) PMO
System Software
1 3 (2.61%) Active Directory
2 2 (1.74%) BitLocker
2 2 (1.74%) Hyper-V
3 1 (0.87%) ISA Server
3 1 (0.87%) Virtual Machines
3 1 (0.87%) VMware Infrastructure
Systems Management
1 2 (1.74%) Microsoft Intune
1 2 (1.74%) Oracle RMAN
2 1 (0.87%) McAfee ePO
2 1 (0.87%) SCCM
2 1 (0.87%) SCOM
Vendors
1 28 (24.35%) Microsoft
2 7 (6.09%) Oracle
3 5 (4.35%) SAP
4 3 (2.61%) Cisco
4 3 (2.61%) Teradata
5 2 (1.74%) Citrix
5 2 (1.74%) Genesys
5 2 (1.74%) Sophos
6 1 (0.87%) Apple
6 1 (0.87%) CheckPoint
6 1 (0.87%) Dell
6 1 (0.87%) Google
6 1 (0.87%) HP
6 1 (0.87%) IBM
6 1 (0.87%) McAfee
6 1 (0.87%) Netezza
6 1 (0.87%) Remedy
6 1 (0.87%) ServiceNow
6 1 (0.87%) Tableau
6 1 (0.87%) VMware