Period
to 20 October 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 20 October 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
20 Oct 2018
Same period 2017 Same period 2016
Rank 79 67 68
Rank change year-on-year -12 +1 +4
Contract jobs citing Analytics 48 45 39
As % of all contract IT jobs advertised in Bristol 2.31% 2.37% 2.28%
As % of the Processes & Methodologies category 2.75% 2.87% 2.69%
Number of daily rates quoted 35 26 31
Bristol median daily rate £465 £538 £340
Median daily rate % change year-on-year -13.49% +58.09% +4.62%
10th Percentile £313 £331 £225
90th Percentile £575 £600 £625
South West median daily rate £493 £448 £363
% change year-on-year +10.06% +23.45% -2.03%
Number of hourly rates quoted 0 0 0
Bristol median hourly rate - - -
South West median hourly rate £24.91 - -

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 1,748 1,567 1,452
As % of all contract IT jobs advertised in Bristol 84.24% 82.65% 84.76%
Number of daily rates quoted 1,174 1,061 1,048
Bristol median daily rate £410 £375 £375
Median daily rate % change year-on-year +9.33% - -
10th Percentile £275 £256 £253
90th Percentile £538 £538 £550
South West median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 58 43 69
Bristol median hourly rate £41.75 £28.00 £28.15
Median hourly rate % change year-on-year +49.11% -0.53% +48.86%
10th Percentile £14.35 £12.40 £12.00
90th Percentile £67.88 £49.50 £45.40
South West median hourly rate £41.53 £35.00 £35.00
% change year-on-year +18.66% - -6.67%

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 20 October 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 20 October 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 17 (35.42%) Finance
2 16 (33.33%) Microsoft Azure
3 15 (31.25%) Agile Software Development
3 15 (31.25%) SQL
4 13 (27.08%) Business Intelligence
4 13 (27.08%) Power BI
5 12 (25.00%) Data Analytics
5 12 (25.00%) Data Warehouse
6 11 (22.92%) Data Modelling
6 11 (22.92%) Data Quality
6 11 (22.92%) Machine Learning
7 10 (20.83%) Big Data
7 10 (20.83%) Enterprise Data Warehouse
7 10 (20.83%) Data Science
8 9 (18.75%) Hadoop
9 8 (16.67%) Marketing
9 8 (16.67%) Telecoms
9 8 (16.67%) Star Schema
9 8 (16.67%) SQL Server
9 8 (16.67%) OLAP
9 8 (16.67%) SQL Optimisation
9 8 (16.67%) Apache Hive
9 8 (16.67%) Oozie
9 8 (16.67%) Kafka
9 8 (16.67%) Apache Spark
9 8 (16.67%) OLAP Cube
10 7 (14.58%) Visualisation
10 7 (14.58%) Oracle
10 7 (14.58%) Microsoft
10 7 (14.58%) Programme Management

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 8 (16.67%) Apache Spark
2 2 (4.17%) SAS
3 1 (2.08%) Adobe Experience Manager
3 1 (2.08%) SharePoint
Applications
1 3 (6.25%) Microsoft Excel
Cloud Services
1 16 (33.33%) Microsoft Azure
2 5 (10.42%) Amazon AWS
3 3 (6.25%) Office 365
4 2 (4.17%) IBM Blueworks
5 1 (2.08%) Azure Data Factory
5 1 (2.08%) Cloud Computing
5 1 (2.08%) SaaS
Communications & Networking
1 3 (6.25%) Intranet
2 1 (2.08%) 4G
2 1 (2.08%) Radio Access Network
Database & Business Intelligence
1 13 (27.08%) Power BI
2 12 (25.00%) Data Warehouse
3 10 (20.83%) Big Data
3 10 (20.83%) Enterprise Data Warehouse
4 9 (18.75%) Hadoop
5 8 (16.67%) Apache Hive
5 8 (16.67%) OLAP
5 8 (16.67%) OLAP Cube
5 8 (16.67%) SQL Server
5 8 (16.67%) Star Schema
6 6 (12.50%) SQL Server 2016
7 3 (6.25%) Data Mining
8 2 (4.17%) KNIME
9 1 (2.08%) PowerPivot
9 1 (2.08%) Relational Database
9 1 (2.08%) SQL Server Analysis Services
9 1 (2.08%) SQL Server Integration Services
9 1 (2.08%) SQL Server Reporting Services
Development Applications
1 1 (2.08%) Atlassian Bamboo
1 1 (2.08%) Grunt
1 1 (2.08%) Jenkins
1 1 (2.08%) JIRA
1 1 (2.08%) SonarQube
1 1 (2.08%) SQL Server Management Studio (SSMS)
1 1 (2.08%) TeamCity
General
1 17 (35.42%) Finance
2 8 (16.67%) Marketing
2 8 (16.67%) Telecoms
3 5 (10.42%) Electronics
3 5 (10.42%) Manufacturing
4 3 (6.25%) Banking
4 3 (6.25%) Retail
5 2 (4.17%) Back Office
6 1 (2.08%) Military
Job Titles
1 12 (25.00%) Developer
2 9 (18.75%) Analyst
3 8 (16.67%) Data Engineer
3 8 (16.67%) Hadoop Engineer
4 6 (12.50%) .NET Developer
5 5 (10.42%) Insight Analyst
5 5 (10.42%) Senior .NET Developer
5 5 (10.42%) Senior Developer
6 4 (8.33%) Architect
6 4 (8.33%) Azure Developer
6 4 (8.33%) Project Manager
7 3 (6.25%) Analytics Manager
7 3 (6.25%) Business Analyst
7 3 (6.25%) Business Intelligence Manager
7 3 (6.25%) C# .NET Developer
7 3 (6.25%) C# Developer
7 3 (6.25%) Oracle Developer
7 3 (6.25%) SQL Developer
7 3 (6.25%) SQL Server Developer
7 3 (6.25%) UX Specialist
Libraries, Frameworks & Software Standards
1 8 (16.67%) Kafka
2 6 (12.50%) .NET
2 6 (12.50%) .NET Framework
3 3 (6.25%) jQuery
3 3 (6.25%) Twitter Bootstrap
4 2 (4.17%) CSS
4 2 (4.17%) CSS3
4 2 (4.17%) Dojo
4 2 (4.17%) DOM
4 2 (4.17%) HTML
4 2 (4.17%) HTML5
4 2 (4.17%) Natural Language Processing
4 2 (4.17%) React
4 2 (4.17%) XML
5 1 (2.08%) Apache CXF
5 1 (2.08%) D3.js
5 1 (2.08%) Handlebars
5 1 (2.08%) LDAP
5 1 (2.08%) Node.js
5 1 (2.08%) SOAP
Miscellaneous
1 6 (12.50%) Analytical Skills
2 4 (8.33%) Computer Science
3 3 (6.25%) IVR
3 3 (6.25%) Social Media
3 3 (6.25%) User Experience
4 2 (4.17%) Algorithms
4 2 (4.17%) Client/Server
4 2 (4.17%) Mobile App
5 1 (2.08%) Data Structures
5 1 (2.08%) FMCG
5 1 (2.08%) NHS
Processes & Methodologies
1 15 (31.25%) Agile Software Development
2 13 (27.08%) Business Intelligence
3 12 (25.00%) Data Analytics
4 11 (22.92%) Data Modelling
4 11 (22.92%) Machine Learning
5 10 (20.83%) Data Science
6 8 (16.67%) SQL Optimisation
7 7 (14.58%) Programme Management
7 7 (14.58%) Visualisation
8 6 (12.50%) Data Visualisation
9 5 (10.42%) Artificial Intelligence
9 5 (10.42%) CRM
9 5 (10.42%) Digital Marketing
10 4 (8.33%) DevOps
10 4 (8.33%) Migration
10 4 (8.33%) Stakeholder Management
10 4 (8.33%) Waterfall
11 3 (6.25%) Customer Insight
11 3 (6.25%) Guerrilla Testing
11 3 (6.25%) Information Architecture
Programming Languages
1 15 (31.25%) SQL
2 6 (12.50%) C#
3 4 (8.33%) Python
3 4 (8.33%) R
4 3 (6.25%) JavaScript
5 2 (4.17%) Java
5 2 (4.17%) VB
5 2 (4.17%) VBA
Qualifications
1 6 (12.50%) SC Cleared
1 6 (12.50%) Security Cleared
2 3 (6.25%) Degree
3 2 (4.17%) Computer Science Degree
Quality Assurance & Compliance
1 11 (22.92%) Data Quality
2 1 (2.08%) GDPR
Systems Management
1 8 (16.67%) Oozie
2 1 (2.08%) Single Sign-On
Vendors
1 7 (14.58%) Microsoft
1 7 (14.58%) Oracle
2 5 (10.42%) IBM
2 5 (10.42%) SAP
3 3 (6.25%) Avaya
3 3 (6.25%) Cisco
3 3 (6.25%) Genesys
4 2 (4.17%) GENBAND
4 2 (4.17%) Pega
4 2 (4.17%) RapidMiner
4 2 (4.17%) Tableau
4 2 (4.17%) webMethods
5 1 (2.08%) Adobe
5 1 (2.08%) CheckPoint
5 1 (2.08%) Cognizant
5 1 (2.08%) Huawei
5 1 (2.08%) hybris
5 1 (2.08%) Nokia
5 1 (2.08%) Salesforce.com
5 1 (2.08%) Teradata