Period
to 23 July 2018

The following table provides summary statistics for contract job vacancies advertised in Bristol 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 23 July 2018 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
South West > Bristol
6 months to
23 Jul 2018
Same period 2017 Same period 2016
Rank 61 83 75
Rank change year-on-year +22 -8 -7
Contract jobs citing Analytics 50 26 30
As % of all contract IT jobs advertised in Bristol 2.73% 1.52% 1.64%
As % of the Processes & Methodologies category 3.26% 1.83% 1.97%
Number of daily rates quoted 38 15 21
Bristol median daily rate £449 £450 £340
Median daily rate % change year-on-year -0.28% +32.35% -25.27%
10th Percentile £356 £288 £213
90th Percentile £551 £595 £488
South West median daily rate £425 £425 £371
% change year-on-year - +14.48% -15.63%
Number of hourly rates quoted 0 0 2
Bristol median hourly rate - - £56.88
South West median hourly rate £14.00 £11.50 £56.88
% change year-on-year +21.74% -79.78% +468.75%

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 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 1,534 1,418 1,526
As % of all contract IT jobs advertised in Bristol 83.73% 82.68% 83.34%
Number of daily rates quoted 1,011 957 1,109
Bristol median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - -
10th Percentile £275 £250 £260
90th Percentile £531 £530 £538
South West median daily rate £413 £400 £375
% change year-on-year +3.13% +6.67% -
Number of hourly rates quoted 48 37 58
Bristol median hourly rate £39.75 £34.00 £37.50
Median hourly rate % change year-on-year +16.91% -9.33% +7.14%
10th Percentile £11.18 £11.95 £12.00
90th Percentile £54.60 £48.11 £52.19
South West median hourly rate £40.00 £40.00 £38.88
% change year-on-year - +2.89% +11.07%

Analytics
Job Vacancy Trend in Bristol

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

Job vacancy trend for Analytics in Bristol

Analytics
Contractor Daily Rate Trend in Bristol

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

Contractor daily rate trend for Analytics in Bristol

Analytics
Contractor Daily Rate Histogram in Bristol

The daily rate distribution of IT jobs citing Analytics in Bristol over the 6 months to 23 July 2018.

Contractor daily rate histogram for Analytics in Bristol

Analytics
Contractor Hourly Rate Trend in Bristol

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

Contractor hourly rate trend for Analytics in Bristol

For the 6 months to 23 July 2018, 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 Bristol region with a requirement for Analytics.

1 22 (44.00%) Microsoft Azure
2 19 (38.00%) SQL
3 18 (36.00%) Business Intelligence
4 16 (32.00%) Agile Software Development
5 15 (30.00%) Microsoft
6 14 (28.00%) SQL Server
6 14 (28.00%) Finance
7 13 (26.00%) Data Analytics
8 12 (24.00%) Analytical Skills
8 12 (24.00%) Power BI
9 11 (22.00%) Visualisation
9 11 (22.00%) SC Cleared
9 11 (22.00%) Security Cleared
10 9 (18.00%) Oracle
11 8 (16.00%) Banking
11 8 (16.00%) Data Visualisation
12 7 (14.00%) Business Analysis
12 7 (14.00%) Stakeholder Management
12 7 (14.00%) C#
12 7 (14.00%) Data Warehouse
13 6 (12.00%) .NET
13 6 (12.00%) .NET Framework
13 6 (12.00%) SQL Server Reporting Services
13 6 (12.00%) SQL Server 2016
13 6 (12.00%) Problem-Solving
14 5 (10.00%) Teradata
14 5 (10.00%) Microsoft Excel
14 5 (10.00%) Python
15 4 (8.00%) IBM
15 4 (8.00%) Data Modelling

Analytics
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 3 (6.00%) SAS
2 1 (2.00%) CMS
2 1 (2.00%) Confluence
2 1 (2.00%) Oracle SOA Suite
Applications
1 5 (10.00%) Microsoft Excel
2 3 (6.00%) Microsoft Office
3 1 (2.00%) Microsoft PowerPoint
3 1 (2.00%) MS Visio
3 1 (2.00%) SPSS
Cloud Services
1 22 (44.00%) Microsoft Azure
2 4 (8.00%) Amazon AWS
2 4 (8.00%) Azure Data Factory
3 3 (6.00%) Office 365
4 2 (4.00%) IBM Blueworks
5 1 (2.00%) AWS CloudFormation
5 1 (2.00%) Azure Machine Learning
5 1 (2.00%) Cloud Computing
5 1 (2.00%) PaaS
5 1 (2.00%) SaaS
Communications & Networking
1 1 (2.00%) Firewall
1 1 (2.00%) Intranet
1 1 (2.00%) Intrusion Detection
1 1 (2.00%) Kerberos
1 1 (2.00%) Network Security
Database & Business Intelligence
1 14 (28.00%) SQL Server
2 12 (24.00%) Power BI
3 7 (14.00%) Data Warehouse
4 6 (12.00%) SQL Server 2016
4 6 (12.00%) SQL Server Reporting Services
5 4 (8.00%) SQL Server Analysis Services
5 4 (8.00%) SQL Server Integration Services
6 3 (6.00%) Data Mining
6 3 (6.00%) Relational Database
7 2 (4.00%) KNIME
7 2 (4.00%) Qlik Sense
8 1 (2.00%) ArangoDB
8 1 (2.00%) Hadoop
8 1 (2.00%) MongoDB
8 1 (2.00%) NoSQL
8 1 (2.00%) Pentaho
8 1 (2.00%) PowerPivot
8 1 (2.00%) QlikView
8 1 (2.00%) SQL Server 2005
8 1 (2.00%) SQL Server 2008
Development Applications
1 4 (8.00%) SQL Server Management Studio (SSMS)
2 2 (4.00%) Jenkins
2 2 (4.00%) JIRA
3 1 (2.00%) Git (software)
3 1 (2.00%) Team Foundation Server
3 1 (2.00%) Visual Studio
General
1 14 (28.00%) Finance
2 8 (16.00%) Banking
3 4 (8.00%) Marketing
3 4 (8.00%) Retail
4 3 (6.00%) Telecoms
5 2 (4.00%) Back Office
5 2 (4.00%) Electronics
5 2 (4.00%) Manufacturing
6 1 (2.00%) Retail Banking
Job Titles
1 19 (38.00%) Analyst
2 17 (34.00%) Developer
3 8 (16.00%) Business Analyst
4 6 (12.00%) .NET Developer
4 6 (12.00%) Data Analyst
5 5 (10.00%) Azure Developer
5 5 (10.00%) Business Intelligence Analyst
5 5 (10.00%) Business Intelligence Developer
5 5 (10.00%) Senior .NET Developer
5 5 (10.00%) Senior Developer
6 4 (8.00%) Business Intelligence Business Analyst
6 4 (8.00%) SQL Developer
7 3 (6.00%) C# .NET Developer
7 3 (6.00%) C# Developer
7 3 (6.00%) Consultant
7 3 (6.00%) Oracle Developer
7 3 (6.00%) Power BI Developer
7 3 (6.00%) SC Cleared Business Analyst
7 3 (6.00%) SQL Server Developer
7 3 (6.00%) Technical Analyst
Libraries, Frameworks & Software Standards
1 6 (12.00%) .NET
1 6 (12.00%) .NET Framework
2 2 (4.00%) Dojo
2 2 (4.00%) DOM
2 2 (4.00%) jQuery
2 2 (4.00%) Twitter Bootstrap
2 2 (4.00%) XML
3 1 (2.00%) CSS
3 1 (2.00%) CSS3
3 1 (2.00%) D3.js
3 1 (2.00%) Flask
3 1 (2.00%) HTML
3 1 (2.00%) HTML5
3 1 (2.00%) LDAP
3 1 (2.00%) Node.js
3 1 (2.00%) React
3 1 (2.00%) SAML
3 1 (2.00%) Web Services
Miscellaneous
1 12 (24.00%) Analytical Skills
2 3 (6.00%) Management Information System
3 2 (4.00%) Algorithms
3 2 (4.00%) Client/Server
3 2 (4.00%) Computer Science
3 2 (4.00%) Credit Risk
3 2 (4.00%) Mobile App
3 2 (4.00%) NHS
4 1 (2.00%) Data Structures
4 1 (2.00%) FMCG
4 1 (2.00%) N-Tier
4 1 (2.00%) PKI
4 1 (2.00%) Robotics
4 1 (2.00%) Self-Motivation
4 1 (2.00%) Taxonomies
Operating Systems
1 1 (2.00%) Linux
1 1 (2.00%) Unix
1 1 (2.00%) Windows
Processes & Methodologies
1 18 (36.00%) Business Intelligence
2 16 (32.00%) Agile Software Development
3 13 (26.00%) Data Analytics
4 11 (22.00%) Visualisation
5 8 (16.00%) Data Visualisation
6 7 (14.00%) Business Analysis
6 7 (14.00%) Stakeholder Management
7 6 (12.00%) Problem-Solving
8 4 (8.00%) Artificial Intelligence
8 4 (8.00%) Continuous Improvement
8 4 (8.00%) Data Modelling
8 4 (8.00%) Programme Management
9 3 (6.00%) Data Analysis
9 3 (6.00%) ETL
9 3 (6.00%) Machine Learning
9 3 (6.00%) Process Improvement
9 3 (6.00%) Project Management
9 3 (6.00%) SOA
9 3 (6.00%) Statistics
9 3 (6.00%) User Stories
Programming Languages
1 19 (38.00%) SQL
2 7 (14.00%) C#
3 5 (10.00%) Python
4 4 (8.00%) R
5 3 (6.00%) JavaScript
5 3 (6.00%) T-SQL
5 3 (6.00%) VBA
6 2 (4.00%) Java
7 1 (2.00%) PL/SQL
7 1 (2.00%) VB
Qualifications
1 11 (22.00%) SC Cleared
1 11 (22.00%) Security Cleared
2 1 (2.00%) CISM
2 1 (2.00%) CISSP
2 1 (2.00%) ISEB
2 1 (2.00%) OSCP
2 1 (2.00%) SANS
Quality Assurance & Compliance
1 4 (8.00%) GDPR
2 2 (4.00%) PMO
2 2 (4.00%) QA
3 1 (2.00%) Data Quality
3 1 (2.00%) ISO/IEC 27001
3 1 (2.00%) PCI DSS
3 1 (2.00%) Sarbanes-Oxley
System Software
1 1 (2.00%) Active Directory
1 1 (2.00%) Docker
1 1 (2.00%) IAG
Systems Management
1 1 (2.00%) Ansible
1 1 (2.00%) Kubernetes
1 1 (2.00%) Opscode Chef
1 1 (2.00%) Puppet
1 1 (2.00%) Single Sign-On
1 1 (2.00%) Terraform
Vendors
1 15 (30.00%) Microsoft
2 9 (18.00%) Oracle
3 5 (10.00%) Teradata
4 4 (8.00%) IBM
4 4 (8.00%) Tableau
5 3 (6.00%) SAP
6 2 (4.00%) Cognos
6 2 (4.00%) GoldenSource
6 2 (4.00%) Pega
6 2 (4.00%) RapidMiner
6 2 (4.00%) webMethods
7 1 (2.00%) Hitachi
7 1 (2.00%) Salesforce.com