Period
to 19 April 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 19 April 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
19 Apr 2018
Same period 2017 Same period 2016
Rank 49 76 78
Rank change year-on-year +27 +2 -6
Contract jobs citing Analytics 55 24 33
As % of all contract IT jobs advertised in Bristol 3.20% 1.49% 1.90%
As % of the Processes & Methodologies category 3.90% 1.80% 2.25%
Number of daily rates quoted 37 19 24
Bristol median daily rate £450 £450 £475
Median daily rate % change year-on-year - -5.26% +7.95%
10th Percentile £368 £261 £231
90th Percentile £585 £705 £614
South West median daily rate £425 £425 £375
% change year-on-year - +13.33% -11.76%
Number of hourly rates quoted 0 0 4
Bristol median hourly rate - - £41.25
South West median hourly rate £14.00 £11.50 £41.25
% change year-on-year +21.74% -72.12% -

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 1,410 1,334 1,466
As % of all contract IT jobs advertised in Bristol 81.93% 82.91% 84.20%
Number of daily rates quoted 921 902 1,086
Bristol median daily rate £400 £388 £365
Median daily rate % change year-on-year +3.23% +6.16% -5.19%
10th Percentile £269 £250 £249
90th Percentile £525 £550 £513
South West median daily rate £405 £400 £375
% change year-on-year +1.15% +6.67% -3.23%
Number of hourly rates quoted 29 39 55
Bristol median hourly rate £18.63 £36.50 £37.50
Median hourly rate % change year-on-year -48.97% -2.67% +3.02%
10th Percentile £11.17 £13.40 £13.40
90th Percentile £46.50 £49.75 £52.40
South West median hourly rate £28.50 £38.50 £40.00
% change year-on-year -25.97% -3.75% +26.98%

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 19 April 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 19 April 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 28 (50.91%) SQL
2 18 (32.73%) Finance
2 18 (32.73%) Analytical Skills
3 16 (29.09%) Data Warehouse
3 16 (29.09%) Business Intelligence
4 14 (25.45%) Relational Database
5 13 (23.64%) ETL
5 13 (23.64%) Agile Software Development
6 12 (21.82%) Microsoft
7 10 (18.18%) Data Modelling
7 10 (18.18%) Visualisation
8 9 (16.36%) Microsoft Azure
8 9 (16.36%) SC Cleared
8 9 (16.36%) Security Cleared
8 9 (16.36%) SAS
8 9 (16.36%) Oracle
9 8 (14.55%) SQL Server
9 8 (14.55%) Python
9 8 (14.55%) Amazon AWS
9 8 (14.55%) Data Visualisation
9 8 (14.55%) Data Analytics
10 7 (12.73%) Jenkins
10 7 (12.73%) Business Analysis
10 7 (12.73%) IBM
10 7 (12.73%) Microsoft Excel
10 7 (12.73%) SQL Server Reporting Services
10 7 (12.73%) Teradata
10 7 (12.73%) Actionable Insight
11 6 (10.91%) Amazon Aurora
11 6 (10.91%) Problem-Solving

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 9 (16.36%) SAS
2 4 (7.27%) IIS
3 3 (5.45%) Apache
3 3 (5.45%) CICS
3 3 (5.45%) Tomcat
4 1 (1.82%) CMS
4 1 (1.82%) Confluence
4 1 (1.82%) Oracle SOA Suite
4 1 (1.82%) Oracle Workflow
Applications
1 7 (12.73%) Microsoft Excel
2 3 (5.45%) Microsoft Office
3 1 (1.82%) Microsoft PowerPoint
3 1 (1.82%) MS Visio
3 1 (1.82%) SPSS
Business Applications
1 2 (3.64%) Cognos TM1
2 1 (1.82%) Cognos Business Intelligence
2 1 (1.82%) Unica
Cloud Services
1 9 (16.36%) Microsoft Azure
2 8 (14.55%) Amazon AWS
3 3 (5.45%) Adobe Analytics
3 3 (5.45%) Azure Data Factory
4 1 (1.82%) AWS CloudFormation
4 1 (1.82%) Azure Machine Learning
4 1 (1.82%) Google Tag Manager
4 1 (1.82%) PaaS
4 1 (1.82%) Silverpop
Communications & Networking
1 4 (7.27%) Firewall
2 3 (5.45%) BIG-IP
2 3 (5.45%) F5 BIG-IP LTM
3 1 (1.82%) 2G
3 1 (1.82%) 3G
3 1 (1.82%) 4G
3 1 (1.82%) Internet
3 1 (1.82%) Intranet
3 1 (1.82%) Intrusion Detection
3 1 (1.82%) Kerberos
3 1 (1.82%) Network Security
3 1 (1.82%) Radio Access Network
Database & Business Intelligence
1 16 (29.09%) Data Warehouse
2 14 (25.45%) Relational Database
3 8 (14.55%) SQL Server
4 7 (12.73%) SQL Server Reporting Services
5 6 (10.91%) Amazon Aurora
5 6 (10.91%) Amazon RDS
5 6 (10.91%) MySQL
5 6 (10.91%) Pentaho
5 6 (10.91%) PostgreSQL
6 5 (9.09%) BusinessObjects
6 5 (9.09%) SQL Server Integration Services
7 3 (5.45%) DB2
7 3 (5.45%) Power BI
7 3 (5.45%) SQL Server Analysis Services
8 2 (3.64%) Oracle BI EE
8 2 (3.64%) Oracle ODI
8 2 (3.64%) Qlik Sense
9 1 (1.82%) ArangoDB
9 1 (1.82%) Cognos Framework Manager
9 1 (1.82%) Cognos Report Studio
Development Applications
1 7 (12.73%) Jenkins
2 6 (10.91%) Git (software)
3 4 (7.27%) JIRA
4 3 (5.45%) Artifactory
4 3 (5.45%) Bitbucket
4 3 (5.45%) SQL Server Management Studio (SSMS)
4 3 (5.45%) TeamCity
4 3 (5.45%) webpack
5 1 (1.82%) Team Foundation Server
5 1 (1.82%) Visual Studio
General
1 18 (32.73%) Finance
2 6 (10.91%) Banking
3 5 (9.09%) Telecoms
4 4 (7.27%) Marketing
5 2 (3.64%) Retail
6 1 (1.82%) Retail Banking
Job Titles
1 19 (34.55%) Analyst
2 18 (32.73%) Developer
3 8 (14.55%) Consultant
4 7 (12.73%) Business Analyst
5 6 (10.91%) Data Analyst
5 6 (10.91%) Python Developer
6 5 (9.09%) Business Intelligence Developer
7 4 (7.27%) Business Intelligence Analyst
7 4 (7.27%) Technical Analyst
8 3 (5.45%) Business Intelligence Consultant
8 3 (5.45%) Linux/Unix DevOps
8 3 (5.45%) MI Manager
9 2 (3.64%) Analytics Developer
9 2 (3.64%) Applications Consultant
9 2 (3.64%) Business Developer
9 2 (3.64%) Business Intelligence Business Analyst
9 2 (3.64%) DevOps Engineer
9 2 (3.64%) Power BI Developer
9 2 (3.64%) SAP Analyst
9 2 (3.64%) SQL Analyst
Libraries, Frameworks & Software Standards
1 6 (10.91%) Flask
2 3 (5.45%) Node.js
2 3 (5.45%) React
2 3 (5.45%) Spring
2 3 (5.45%) Spring Boot
3 2 (3.64%) Web Services
4 1 (1.82%) LDAP
4 1 (1.82%) SAML
Miscellaneous
1 18 (32.73%) Analytical Skills
2 3 (5.45%) Computer Science
2 3 (5.45%) DataPower
2 3 (5.45%) Mainframe
2 3 (5.45%) Management Information System
3 2 (3.64%) Credit Risk
4 1 (1.82%) Algorithms
4 1 (1.82%) Data Structures
4 1 (1.82%) Enterprise Software
4 1 (1.82%) EPoS
4 1 (1.82%) Marketing Technology
4 1 (1.82%) NHS
4 1 (1.82%) N-Tier
4 1 (1.82%) PKI
4 1 (1.82%) Robotics
4 1 (1.82%) Self-Motivation
4 1 (1.82%) Taxonomies
Operating Systems
1 5 (9.09%) Linux
2 1 (1.82%) Unix
2 1 (1.82%) Windows
Processes & Methodologies
1 16 (29.09%) Business Intelligence
2 13 (23.64%) Agile Software Development
2 13 (23.64%) ETL
3 10 (18.18%) Data Modelling
3 10 (18.18%) Visualisation
4 8 (14.55%) Data Analytics
4 8 (14.55%) Data Visualisation
5 7 (12.73%) Actionable Insight
5 7 (12.73%) Business Analysis
6 6 (10.91%) Data Governance
6 6 (10.91%) DevOps
6 6 (10.91%) Problem-Solving
7 5 (9.09%) Stakeholder Management
8 4 (7.27%) Change Management
8 4 (7.27%) Dashboard Development
8 4 (7.27%) Data Analysis
8 4 (7.27%) Data Management
8 4 (7.27%) Project Management
8 4 (7.27%) SDLC
9 3 (5.45%) Microservices
Programming Languages
1 28 (50.91%) SQL
2 8 (14.55%) Python
3 6 (10.91%) R
4 4 (7.27%) VBA
5 3 (5.45%) Java
5 3 (5.45%) T-SQL
6 1 (1.82%) C#
6 1 (1.82%) PL/SQL
6 1 (1.82%) PowerShell
6 1 (1.82%) SAS Macro
6 1 (1.82%) VB
Qualifications
1 9 (16.36%) SC Cleared
1 9 (16.36%) Security Cleared
2 5 (9.09%) Degree
3 1 (1.82%) CISM
3 1 (1.82%) CISSP
3 1 (1.82%) Computer Science Degree
3 1 (1.82%) ISEB
3 1 (1.82%) OSCP
3 1 (1.82%) SANS
Quality Assurance & Compliance
1 3 (5.45%) GDPR
2 2 (3.64%) Data Quality
2 2 (3.64%) PMO
2 2 (3.64%) QA
3 1 (1.82%) ISO/IEC 27001
3 1 (1.82%) PCI DSS
3 1 (1.82%) Sarbanes-Oxley
3 1 (1.82%) SLA
System Software
1 3 (5.45%) Virtual Machines
2 1 (1.82%) Active Directory
2 1 (1.82%) Docker
2 1 (1.82%) IAG
Systems Management
1 1 (1.82%) Ansible
1 1 (1.82%) Kubernetes
1 1 (1.82%) Opscode Chef
1 1 (1.82%) Puppet
1 1 (1.82%) Single Sign-On
1 1 (1.82%) Terraform
Vendors
1 12 (21.82%) Microsoft
2 9 (16.36%) Oracle
3 7 (12.73%) IBM
3 7 (12.73%) Teradata
4 5 (9.09%) Cognos
4 5 (9.09%) SAP
5 3 (5.45%) Adobe
5 3 (5.45%) F5
5 3 (5.45%) Green Hat
6 2 (3.64%) GoldenSource
6 2 (3.64%) Tableau
7 1 (1.82%) Citrix
7 1 (1.82%) Coremetrics
7 1 (1.82%) Google
7 1 (1.82%) Hitachi
7 1 (1.82%) Huawei
7 1 (1.82%) Nokia
7 1 (1.82%) Snow