Period
to 18 November 2017

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 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.

Analytics
South West > Bristol
6 months to
18 Nov 2017
Same period 2016 Same period 2015
Rank 63 70 67
Rank change year-on-year +7 -3 +33
Contract jobs citing Analytics 59 42 39
As % of all contract IT jobs advertised in Bristol 3.01% 2.42% 2.25%
As % of the Processes & Methodologies category 3.77% 2.91% 2.78%
Number of daily rates quoted 34 32 26
Bristol median daily rate £550 £339 £385
Median daily rate % change year-on-year +62.36% -12.01% -9.41%
10th Percentile £329 £221 £259
90th Percentile £609 £618 £638
South West median daily rate £450 £366 £388
% change year-on-year +22.87% -5.48% +15.67%
Number of hourly rates quoted 0 0 0
Bristol median hourly rate - - -
South West median hourly rate £15.00 - £9.62

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 1563 1443 1404
As % of all contract IT jobs advertised in Bristol 79.70% 82.98% 81.06%
Number of daily rates quoted 1059 1045 1094
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 £531
South West median daily rate £400 £375 £375
% change year-on-year +6.67% - -
Number of hourly rates quoted 47 66 36
Bristol median hourly rate £23.00 £26.58 £18.00
Median hourly rate % change year-on-year -13.45% +47.64% -20.00%
10th Percentile £11.90 £12.00 £13.00
90th Percentile £48.50 £46.25 £48.75
South West median hourly rate £35.00 £31.50 £38.50
% change year-on-year +11.11% -18.18% +48.08%

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 November 2017.

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 November 2017, IT contractor jobs citing Analytics 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 Analytics.

1 20 (33.90%) IBM
2 19 (32.20%) Linux
3 18 (30.51%) SQL
3 18 (30.51%) Firewall
4 16 (27.12%) Telecoms
4 16 (27.12%) Finance
4 16 (27.12%) Data Analytics
5 15 (25.42%) Oracle
6 14 (23.73%) Degree
7 13 (22.03%) SC Cleared
7 13 (22.03%) Security Cleared
8 11 (18.64%) Cybersecurity
8 11 (18.64%) Analytical Skills
9 10 (16.95%) ETL
9 10 (16.95%) IIS
9 10 (16.95%) Cognos
9 10 (16.95%) Cognos TM1
10 9 (15.25%) BIG-IP
10 9 (15.25%) Spring
10 9 (15.25%) Mainframe
10 9 (15.25%) Apache
10 9 (15.25%) Tomcat
10 9 (15.25%) Unix
10 9 (15.25%) Windows
10 9 (15.25%) DB2
10 9 (15.25%) Java
10 9 (15.25%) Adobe
10 9 (15.25%) CICS
10 9 (15.25%) Microservices
10 9 (15.25%) React

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 10 (16.95%) IIS
2 9 (15.25%) Apache
2 9 (15.25%) CICS
2 9 (15.25%) Tomcat
3 6 (10.17%) SAS
4 2 (3.39%) Oracle SOA Suite
5 1 (1.69%) Apache Spark
5 1 (1.69%) CMS
5 1 (1.69%) EPiServer
5 1 (1.69%) MQSeries
Applications
1 3 (5.08%) Microsoft Excel
2 2 (3.39%) SPSS
Business Applications
1 10 (16.95%) Cognos TM1
2 2 (3.39%) Cognos Planning
3 1 (1.69%) Cognos Business Intelligence
3 1 (1.69%) Oracle EBS
3 1 (1.69%) Unica
Cloud Services
1 9 (15.25%) Adobe Analytics
2 1 (1.69%) Amazon AWS
2 1 (1.69%) Google Cloud Platform
2 1 (1.69%) Google Tag Manager
2 1 (1.69%) Microsoft Azure
2 1 (1.69%) Silverpop
Communications & Networking
1 18 (30.51%) Firewall
2 9 (15.25%) BIG-IP
2 9 (15.25%) F5 BIG-IP LTM
3 8 (13.56%) Network Security
4 7 (11.86%) Radio Access Network
5 6 (10.17%) VLAN
6 3 (5.08%) LDAP
7 2 (3.39%) Intrusion Detection
7 2 (3.39%) Kerberos
8 1 (1.69%) 2G
8 1 (1.69%) 3G
8 1 (1.69%) 4G
8 1 (1.69%) Diameter Protocol
8 1 (1.69%) Internet
8 1 (1.69%) ISUP
8 1 (1.69%) MVNO
8 1 (1.69%) SIGTRAN
8 1 (1.69%) SS7
8 1 (1.69%) VoLTE
8 1 (1.69%) VoWiFi
Database & Business Intelligence
1 9 (15.25%) DB2
2 7 (11.86%) Data Warehouse
2 7 (11.86%) Relational Database
3 6 (10.17%) Data Mining
4 5 (8.47%) SQL Server Integration Services
5 4 (6.78%) BusinessObjects
6 2 (3.39%) Oracle Reports
6 2 (3.39%) SQL Server Reporting Services
7 1 (1.69%) Base SAS
7 1 (1.69%) Big Data
7 1 (1.69%) Cognos Analysis Studio
7 1 (1.69%) Cognos Framework Manager
7 1 (1.69%) Cognos Query Studio
7 1 (1.69%) Cognos Report Studio
7 1 (1.69%) Hadoop
7 1 (1.69%) MySQL
7 1 (1.69%) Pentaho
7 1 (1.69%) PostgreSQL
7 1 (1.69%) QlikView
7 1 (1.69%) SQL Server
Development Applications
1 9 (15.25%) Artifactory
1 9 (15.25%) Bitbucket
1 9 (15.25%) JIRA
1 9 (15.25%) TeamCity
1 9 (15.25%) webpack
2 1 (1.69%) Git (software)
2 1 (1.69%) Jenkins
2 1 (1.69%) SoapUI
General
1 16 (27.12%) Finance
1 16 (27.12%) Telecoms
2 5 (8.47%) Banking
2 5 (8.47%) Marketing
3 2 (3.39%) Military
3 2 (3.39%) Retail Banking
4 1 (1.69%) Advertising
4 1 (1.69%) Billing
Job Titles
1 17 (28.81%) Developer
2 14 (23.73%) Consultant
3 9 (15.25%) Analyst
4 8 (13.56%) Cognos Developer
5 7 (11.86%) Analytics Developer
5 7 (11.86%) DevOps Consultant
5 7 (11.86%) Linux/Unix DevOps
6 6 (10.17%) Analytics Consultant
6 6 (10.17%) Core Network Consultant
6 6 (10.17%) Data Analyst
6 6 (10.17%) Data Analytics Consultant
6 6 (10.17%) Data Consultant
6 6 (10.17%) Network Consultant
6 6 (10.17%) Network Security Consultant
6 6 (10.17%) Security Consultant
7 5 (8.47%) Java Consultant
7 5 (8.47%) Linux Consultant
8 3 (5.08%) Network Manager
8 3 (5.08%) Release Manager
8 3 (5.08%) Senior Manager
Libraries, Frameworks & Software Standards
1 9 (15.25%) Node.js
1 9 (15.25%) React
1 9 (15.25%) Spring
1 9 (15.25%) Spring Boot
2 6 (10.17%) XML
3 3 (5.08%) .NET
4 2 (3.39%) Ajax
4 2 (3.39%) ASP.NET Web Forms
4 2 (3.39%) Classic ASP
4 2 (3.39%) CSS
4 2 (3.39%) HTML
4 2 (3.39%) jQuery
4 2 (3.39%) SAML
4 2 (3.39%) Web Services
4 2 (3.39%) XSL
5 1 (1.69%) .NET Framework
5 1 (1.69%) ASP.NET Web API
5 1 (1.69%) Entity Framework
5 1 (1.69%) Flask
5 1 (1.69%) RESTful
Miscellaneous
1 11 (18.64%) Analytical Skills
2 9 (15.25%) DataPower
2 9 (15.25%) Mainframe
3 6 (10.17%) Distributed Denial-of-Service
4 4 (6.78%) Management Information System
5 3 (5.08%) User Experience
6 2 (3.39%) Algorithms
6 2 (3.39%) N-Tier
6 2 (3.39%) PKI
7 1 (1.69%) Computer Science
7 1 (1.69%) Enterprise Software
7 1 (1.69%) Marketing Technology
7 1 (1.69%) NHS
7 1 (1.69%) Social Media
Operating Systems
1 19 (32.20%) Linux
2 9 (15.25%) Unix
2 9 (15.25%) Windows
Processes & Methodologies
1 16 (27.12%) Data Analytics
2 11 (18.64%) Cybersecurity
3 10 (16.95%) ETL
4 9 (15.25%) DevOps
4 9 (15.25%) Microservices
5 7 (11.86%) Agile Software Development
5 7 (11.86%) Data Modelling
5 7 (11.86%) Penetration Testing
5 7 (11.86%) Process Improvement
5 7 (11.86%) Risk Management
5 7 (11.86%) SIEM
6 6 (10.17%) Business Intelligence
7 5 (8.47%) Actionable Insight
8 4 (6.78%) Business Analysis
8 4 (6.78%) Kalman Filter
8 4 (6.78%) Performance Management
8 4 (6.78%) SDLC
8 4 (6.78%) Visualisation
9 3 (5.08%) Problem Management
9 3 (5.08%) Release Management
Programming Languages
1 18 (30.51%) SQL
2 9 (15.25%) Java
3 6 (10.17%) JavaScript
4 3 (5.08%) Python
5 2 (3.39%) VBA
6 1 (1.69%) C#
6 1 (1.69%) PowerShell
6 1 (1.69%) R
6 1 (1.69%) SAS Macro
6 1 (1.69%) Scala
6 1 (1.69%) VB
Qualifications
1 14 (23.73%) Degree
2 13 (22.03%) SC Cleared
2 13 (22.03%) Security Cleared
3 8 (13.56%) CISM
3 8 (13.56%) CISSP
4 6 (10.17%) CompTIA Security+
4 6 (10.17%) Security+ Certification
5 3 (5.08%) ITIL Certification
6 2 (3.39%) OSCP
6 2 (3.39%) SANS
7 1 (1.69%) ISTQB
Quality Assurance & Compliance
1 9 (15.25%) ISO/IEC 27001
2 2 (3.39%) Data Quality
2 2 (3.39%) GDPR
2 2 (3.39%) PCI DSS
2 2 (3.39%) QA
2 2 (3.39%) Sarbanes-Oxley
System Software
1 9 (15.25%) Virtual Machines
2 2 (3.39%) Active Directory
2 2 (3.39%) IAG
Systems Management
1 1 (1.69%) Systems Management Server (SMS)
Vendors
1 20 (33.90%) IBM
2 15 (25.42%) Oracle
3 10 (16.95%) Cognos
4 9 (15.25%) Adobe
4 9 (15.25%) F5
4 9 (15.25%) Green Hat
5 4 (6.78%) Tableau
6 3 (5.08%) Microsoft
6 3 (5.08%) SAP
6 3 (5.08%) Teradata
7 2 (3.39%) Google
7 2 (3.39%) Nokia
7 2 (3.39%) Sitecore
8 1 (1.69%) Citrix
8 1 (1.69%) Coremetrics
8 1 (1.69%) Huawei
8 1 (1.69%) Snow
8 1 (1.69%) Tekelec