Period
to 18 January 2019

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 18 January 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.

Analytics
South West > Bristol
6 months to
18 Jan 2019
Same period 2018 Same period 2017
Rank 86 52 66
Rank change year-on-year -34 +14 0
Contract jobs citing Analytics 41 63 35
As % of all contract IT jobs advertised in Bristol 1.93% 3.32% 2.24%
As % of the Processes & Methodologies category 2.26% 4.06% 2.65%
Number of daily rates quoted 27 36 27
Bristol median daily rate £475 £538 £388
Median daily rate % change year-on-year -11.63% +38.71% -3.13%
10th Percentile £310 £372 £255
90th Percentile £575 £606 £640
South West median daily rate £500 £475 £388
% change year-on-year +5.26% +22.58% +12.73%
Number of hourly rates quoted 2 0 0
Bristol median hourly rate £42.50 - -
South West median hourly rate £27.36 £15.00 -
% change year-on-year +82.37% - -

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 1,811 1,550 1,323
As % of all contract IT jobs advertised in Bristol 85.42% 81.62% 84.70%
Number of daily rates quoted 1,271 1,017 910
Bristol median daily rate £425 £388 £375
Median daily rate % change year-on-year +9.68% +3.33% -
10th Percentile £285 £256 £250
90th Percentile £575 £538 £557
South West median daily rate £425 £400 £375
% change year-on-year +6.25% +6.67% -
Number of hourly rates quoted 67 37 61
Bristol median hourly rate £38.50 £17.50 £25.00
Median hourly rate % change year-on-year +120.00% -30.00% -7.41%
10th Percentile £14.50 £11.55 £12.75
90th Percentile £62.28 £48.50 £48.75
South West median hourly rate £40.00 £31.00 £36.00
% change year-on-year +29.03% -13.89% -6.19%

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 18 January 2019.

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 18 January 2019, 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 16 (39.02%) Finance
2 14 (34.15%) SQL
3 12 (29.27%) Big Data
3 12 (29.27%) Data Science
4 11 (26.83%) Data Warehouse
4 11 (26.83%) Data Modelling
5 10 (24.39%) Business Intelligence
5 10 (24.39%) Enterprise Data Warehouse
5 10 (24.39%) Machine Learning
5 10 (24.39%) Data Quality
6 9 (21.95%) Agile Software Development
7 8 (19.51%) Star Schema
7 8 (19.51%) OLAP
7 8 (19.51%) Kafka
7 8 (19.51%) Oozie
7 8 (19.51%) Hadoop
7 8 (19.51%) Apache Hive
7 8 (19.51%) Apache Spark
7 8 (19.51%) OLAP Cube
7 8 (19.51%) SQL Optimisation
8 7 (17.07%) Data Analytics
9 6 (14.63%) Power BI
9 6 (14.63%) Telecoms
9 6 (14.63%) Marketing
9 6 (14.63%) Degree
10 5 (12.20%) Migration
10 5 (12.20%) Programme Management
10 5 (12.20%) XML
10 5 (12.20%) Analytical Skills
11 4 (9.76%) Actionable Insight

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 (19.51%) Apache Spark
2 2 (4.88%) Oracle SOA Suite
2 2 (4.88%) SharePoint
3 1 (2.44%) Adobe Experience Manager
3 1 (2.44%) SharePoint Server
Applications
1 3 (7.32%) Microsoft Excel
2 1 (2.44%) Microsoft PowerPoint
2 1 (2.44%) SPSS
Business Applications
1 1 (2.44%) Maximo
Cloud Services
1 3 (7.32%) Amazon AWS
1 3 (7.32%) Microsoft Azure
2 2 (4.88%) IBM Blueworks
3 1 (2.44%) Google Analytics
3 1 (2.44%) Google Tag Manager
Communications & Networking
1 3 (7.32%) Intranet
2 1 (2.44%) 4G
2 1 (2.44%) Radio Access Network
2 1 (2.44%) TCP/IP
Database & Business Intelligence
1 12 (29.27%) Big Data
2 11 (26.83%) Data Warehouse
3 10 (24.39%) Enterprise Data Warehouse
4 8 (19.51%) Apache Hive
4 8 (19.51%) Hadoop
4 8 (19.51%) OLAP
4 8 (19.51%) OLAP Cube
4 8 (19.51%) Star Schema
5 6 (14.63%) Power BI
6 3 (7.32%) SQL Server
7 2 (4.88%) MongoDB
7 2 (4.88%) Oracle Reports
8 1 (2.44%) Data Mining
8 1 (2.44%) Electronic Patient Records
8 1 (2.44%) Qlik Sense
8 1 (2.44%) QlikView
8 1 (2.44%) Relational Database
8 1 (2.44%) SQL Server 2016
Development Applications
1 2 (4.88%) SoapUI
2 1 (2.44%) Atlassian Bamboo
2 1 (2.44%) Grunt
2 1 (2.44%) Jenkins
2 1 (2.44%) SonarQube
2 1 (2.44%) TeamCity
2 1 (2.44%) Visual Studio Team System
General
1 16 (39.02%) Finance
2 6 (14.63%) Marketing
2 6 (14.63%) Telecoms
3 3 (7.32%) Electronics
3 3 (7.32%) Manufacturing
4 2 (4.88%) Back Office
4 2 (4.88%) Banking
4 2 (4.88%) Retail
5 1 (2.44%) Aerospace
5 1 (2.44%) Military
Job Titles
1 11 (26.83%) Analyst
2 8 (19.51%) Data Engineer
2 8 (19.51%) Hadoop Engineer
3 6 (14.63%) Architect
4 5 (12.20%) Developer
5 4 (9.76%) Business Analyst
5 4 (9.76%) Insight Analyst
6 3 (7.32%) Genesys Architect
6 3 (7.32%) UX Specialist
7 2 (4.88%) Analytics Manager
7 2 (4.88%) BPM Developer
7 2 (4.88%) Business Manager
7 2 (4.88%) Data Architect
7 2 (4.88%) Data Scientist
7 2 (4.88%) Performance Analyst
7 2 (4.88%) Project Manager
7 2 (4.88%) Senior Analyst
7 2 (4.88%) Senior Architect
7 2 (4.88%) Senior Business Analyst
7 2 (4.88%) Test Analyst
Libraries, Frameworks & Software Standards
1 8 (19.51%) Kafka
2 5 (12.20%) XML
3 3 (7.32%) jQuery
3 3 (7.32%) SOAP
3 3 (7.32%) Twitter Bootstrap
3 3 (7.32%) Web Services
4 2 (4.88%) Dojo
4 2 (4.88%) DOM
4 2 (4.88%) HTML
4 2 (4.88%) Natural Language Processing
4 2 (4.88%) REST
5 1 (2.44%) .NET
5 1 (2.44%) .NET Framework
5 1 (2.44%) AngularJS
5 1 (2.44%) Apache CXF
5 1 (2.44%) CSS
5 1 (2.44%) CSS3
5 1 (2.44%) J2EE
5 1 (2.44%) JAX-RS
5 1 (2.44%) LDAP
Miscellaneous
1 5 (12.20%) Analytical Skills
2 4 (9.76%) User Experience
3 3 (7.32%) Client/Server
3 3 (7.32%) IVR
3 3 (7.32%) Social Media
4 2 (4.88%) Algorithms
4 2 (4.88%) Reference Data
5 1 (2.44%) Data Structures
5 1 (2.44%) e-Health
5 1 (2.44%) LIMS
5 1 (2.44%) PACS
Operating Systems
1 2 (4.88%) Linux
1 2 (4.88%) Red Hat Enterprise Linux
1 2 (4.88%) Windows
1 2 (4.88%) Windows Server
Processes & Methodologies
1 12 (29.27%) Data Science
2 11 (26.83%) Data Modelling
3 10 (24.39%) Business Intelligence
3 10 (24.39%) Machine Learning
4 9 (21.95%) Agile Software Development
5 8 (19.51%) SQL Optimisation
6 7 (17.07%) Data Analytics
7 5 (12.20%) Migration
7 5 (12.20%) Programme Management
8 4 (9.76%) Actionable Insight
8 4 (9.76%) Artificial Intelligence
8 4 (9.76%) Computer Science
8 4 (9.76%) Mathematics
8 4 (9.76%) Project Management
8 4 (9.76%) SOA
8 4 (9.76%) Waterfall
9 3 (7.32%) Due Diligence
9 3 (7.32%) Guerrilla Testing
9 3 (7.32%) Presales
9 3 (7.32%) Robotic Process Automation
Programming Languages
1 14 (34.15%) SQL
2 3 (7.32%) Java
2 3 (7.32%) JavaScript
2 3 (7.32%) Python
3 2 (4.88%) R
4 1 (2.44%) C#
4 1 (2.44%) PL/SQL
4 1 (2.44%) PowerShell
4 1 (2.44%) VB
4 1 (2.44%) VBA
Qualifications
1 6 (14.63%) Degree
2 2 (4.88%) Computer Science Degree
3 1 (2.44%) SC Cleared
3 1 (2.44%) Security Cleared
Quality Assurance & Compliance
1 10 (24.39%) Data Quality
2 1 (2.44%) HL7
2 1 (2.44%) PMO
Systems Management
1 8 (19.51%) Oozie
2 1 (2.44%) Single Sign-On
Vendors
1 4 (9.76%) Oracle
2 3 (7.32%) Avaya
2 3 (7.32%) Cisco
2 3 (7.32%) Genesys
2 3 (7.32%) IBM
2 3 (7.32%) SAP
3 2 (4.88%) GENBAND
3 2 (4.88%) Microsoft
3 2 (4.88%) Pega
3 2 (4.88%) Red Hat
3 2 (4.88%) VMware
3 2 (4.88%) webMethods
4 1 (2.44%) Adobe
4 1 (2.44%) CheckPoint
4 1 (2.44%) Cognizant
4 1 (2.44%) Google
4 1 (2.44%) Huawei
4 1 (2.44%) hybris
4 1 (2.44%) Nokia
4 1 (2.44%) Tableau