Period
to 20 January 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 January 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 Jan 2018
Same period 2017 Same period 2016
Rank 52 66 67
Rank change year-on-year +14 +1 +30
Contract jobs citing Analytics 60 36 38
As % of all contract IT jobs advertised in Bristol 3.19% 2.31% 2.28%
As % of the Processes & Methodologies category 4.05% 2.81% 2.75%
Number of daily rates quoted 36 28 31
Bristol median daily rate £538 £381 £400
Median daily rate % change year-on-year +40.98% -4.69% -5.88%
10th Percentile £372 £260 £256
90th Percentile £606 £636 £625
South West median daily rate £475 £388 £344
% change year-on-year +22.58% +12.73% -1.79%
Number of hourly rates quoted 0 0 2
Bristol median hourly rate - - £33.00
South West median hourly rate £15.00 - £31.00

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 1,483 1,283 1,381
As % of all contract IT jobs advertised in Bristol 78.80% 82.30% 82.79%
Number of daily rates quoted 968 886 1,051
Bristol median daily rate £390 £375 £375
Median daily rate % change year-on-year +4.00% - -3.23%
10th Percentile £263 £250 £260
90th Percentile £538 £563 £525
South West median daily rate £400 £375 £375
% change year-on-year +6.67% - -1.32%
Number of hourly rates quoted 37 54 49
Bristol median hourly rate £17.50 £25.00 £27.50
Median hourly rate % change year-on-year -30.00% -9.09% -15.38%
10th Percentile £11.55 £12.75 £12.50
90th Percentile £48.50 £48.38 £52.25
South West median hourly rate £31.00 £36.75 £39.25
% change year-on-year -15.65% -6.37% +37.72%

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 January 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 January 2018, 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 25 (41.67%) SQL
2 21 (35.00%) IBM
3 17 (28.33%) Oracle
3 17 (28.33%) Linux
4 16 (26.67%) ETL
4 16 (26.67%) Firewall
4 16 (26.67%) Analytical Skills
5 15 (25.00%) SC Cleared
5 15 (25.00%) Security Cleared
5 15 (25.00%) Finance
6 14 (23.33%) Data Analytics
7 13 (21.67%) Degree
7 13 (21.67%) Data Warehouse
7 13 (21.67%) Data Modelling
8 11 (18.33%) Cognos
8 11 (18.33%) Telecoms
8 11 (18.33%) Relational Database
9 10 (16.67%) DevOps
9 10 (16.67%) Cognos TM1
9 10 (16.67%) Business Intelligence
9 10 (16.67%) SAS
9 10 (16.67%) IIS
10 9 (15.00%) Java
10 9 (15.00%) DB2
10 9 (15.00%) Apache
10 9 (15.00%) Tomcat
10 9 (15.00%) Adobe
10 9 (15.00%) CICS
10 9 (15.00%) Mainframe
10 9 (15.00%) BIG-IP

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 (16.67%) IIS
1 10 (16.67%) SAS
2 9 (15.00%) Apache
2 9 (15.00%) CICS
2 9 (15.00%) Tomcat
3 2 (3.33%) Oracle SOA Suite
4 1 (1.67%) Apache Spark
4 1 (1.67%) CMS
4 1 (1.67%) EPiServer
4 1 (1.67%) Oracle Workflow
Applications
1 3 (5.00%) Microsoft Excel
2 2 (3.33%) SPSS
Business Applications
1 10 (16.67%) Cognos TM1
2 2 (3.33%) Cognos Business Intelligence
2 2 (3.33%) Cognos Planning
3 1 (1.67%) Oracle EBS
3 1 (1.67%) Unica
Cloud Services
1 9 (15.00%) Adobe Analytics
2 6 (10.00%) Amazon AWS
3 1 (1.67%) Google Cloud Platform
3 1 (1.67%) Google Tag Manager
3 1 (1.67%) Microsoft Azure
3 1 (1.67%) Silverpop
Communications & Networking
1 16 (26.67%) Firewall
2 9 (15.00%) BIG-IP
2 9 (15.00%) F5 BIG-IP LTM
3 7 (11.67%) Network Security
4 6 (10.00%) Radio Access Network
5 5 (8.33%) VLAN
6 2 (3.33%) Intrusion Detection
6 2 (3.33%) Kerberos
7 1 (1.67%) 2G
7 1 (1.67%) 3G
7 1 (1.67%) 4G
7 1 (1.67%) Internet
Database & Business Intelligence
1 13 (21.67%) Data Warehouse
2 11 (18.33%) Relational Database
3 9 (15.00%) DB2
4 6 (10.00%) SQL Server Integration Services
5 5 (8.33%) Amazon Aurora
5 5 (8.33%) Amazon RDS
5 5 (8.33%) Data Mining
5 5 (8.33%) MySQL
5 5 (8.33%) Pentaho
5 5 (8.33%) PostgreSQL
6 4 (6.67%) BusinessObjects
7 3 (5.00%) SQL Server Reporting Services
8 2 (3.33%) Cognos Framework Manager
8 2 (3.33%) Cognos Report Studio
8 2 (3.33%) Oracle BI EE
8 2 (3.33%) Oracle ODI
8 2 (3.33%) Oracle Reports
8 2 (3.33%) SQL Server
9 1 (1.67%) Cognos Analysis Studio
9 1 (1.67%) Cognos Query Studio
Development Applications
1 9 (15.00%) Artifactory
1 9 (15.00%) Bitbucket
1 9 (15.00%) JIRA
1 9 (15.00%) TeamCity
1 9 (15.00%) webpack
2 5 (8.33%) Git (software)
2 5 (8.33%) Jenkins
General
1 15 (25.00%) Finance
2 11 (18.33%) Telecoms
3 6 (10.00%) Marketing
4 3 (5.00%) Banking
5 2 (3.33%) Military
5 2 (3.33%) Retail Banking
6 1 (1.67%) Advertising
6 1 (1.67%) Retail
Job Titles
1 20 (33.33%) Developer
2 15 (25.00%) Consultant
3 11 (18.33%) Analyst
4 8 (13.33%) Cognos Developer
5 7 (11.67%) Analytics Developer
5 7 (11.67%) DevOps Consultant
5 7 (11.67%) Linux/Unix DevOps
6 6 (10.00%) Data Analyst
7 5 (8.33%) Analytics Consultant
7 5 (8.33%) Core Network Consultant
7 5 (8.33%) Data Analytics Consultant
7 5 (8.33%) Data Consultant
7 5 (8.33%) Java Consultant
7 5 (8.33%) Linux Consultant
7 5 (8.33%) Network Consultant
7 5 (8.33%) Network Security Consultant
7 5 (8.33%) Python Developer
7 5 (8.33%) Security Consultant
8 3 (5.00%) MI Manager
8 3 (5.00%) SQL Analyst
Libraries, Frameworks & Software Standards
1 9 (15.00%) Node.js
1 9 (15.00%) React
1 9 (15.00%) Spring
1 9 (15.00%) Spring Boot
2 5 (8.33%) Flask
3 4 (6.67%) XML
4 3 (5.00%) Web Services
5 2 (3.33%) LDAP
5 2 (3.33%) SAML
6 1 (1.67%) Kafka
Miscellaneous
1 16 (26.67%) Analytical Skills
2 9 (15.00%) DataPower
2 9 (15.00%) Mainframe
3 5 (8.33%) Distributed Denial-of-Service
4 2 (3.33%) Algorithms
4 2 (3.33%) N-Tier
4 2 (3.33%) PKI
5 1 (1.67%) Computer Science
5 1 (1.67%) Data Structures
5 1 (1.67%) Enterprise Software
5 1 (1.67%) EPoS
5 1 (1.67%) Management Information System
5 1 (1.67%) Marketing Technology
5 1 (1.67%) Social Media
5 1 (1.67%) User Experience
Operating Systems
1 17 (28.33%) Linux
2 7 (11.67%) Unix
2 7 (11.67%) Windows
Processes & Methodologies
1 16 (26.67%) ETL
2 14 (23.33%) Data Analytics
3 13 (21.67%) Data Modelling
4 10 (16.67%) Business Intelligence
4 10 (16.67%) DevOps
5 9 (15.00%) Microservices
6 8 (13.33%) Agile Software Development
6 8 (13.33%) Cybersecurity
7 7 (11.67%) Visualisation
8 6 (10.00%) Data Governance
8 6 (10.00%) Process Improvement
9 5 (8.33%) Actionable Insight
9 5 (8.33%) Business Analysis
9 5 (8.33%) Data Visualisation
9 5 (8.33%) Penetration Testing
9 5 (8.33%) Risk Management
9 5 (8.33%) SIEM
10 4 (6.67%) Kalman Filter
10 4 (6.67%) SDLC
11 3 (5.00%) Business Analytics
Programming Languages
1 25 (41.67%) SQL
2 9 (15.00%) Java
3 7 (11.67%) Python
4 5 (8.33%) R
5 4 (6.67%) JavaScript
6 2 (3.33%) VBA
7 1 (1.67%) PowerShell
7 1 (1.67%) SAS Macro
7 1 (1.67%) Scala
7 1 (1.67%) VB
Qualifications
1 15 (25.00%) SC Cleared
1 15 (25.00%) Security Cleared
2 13 (21.67%) Degree
3 7 (11.67%) CISM
3 7 (11.67%) CISSP
4 5 (8.33%) CompTIA Security+
5 2 (3.33%) OSCP
5 2 (3.33%) SANS
6 1 (1.67%) Computer Science Degree
Quality Assurance & Compliance
1 7 (11.67%) ISO/IEC 27001
2 2 (3.33%) Data Quality
2 2 (3.33%) GDPR
2 2 (3.33%) PCI DSS
2 2 (3.33%) Sarbanes-Oxley
3 1 (1.67%) SLA
System Software
1 9 (15.00%) Virtual Machines
2 2 (3.33%) Active Directory
2 2 (3.33%) IAG
Vendors
1 21 (35.00%) IBM
2 17 (28.33%) Oracle
3 11 (18.33%) Cognos
4 9 (15.00%) Adobe
4 9 (15.00%) F5
4 9 (15.00%) Green Hat
5 4 (6.67%) Microsoft
5 4 (6.67%) SAP
6 3 (5.00%) Tableau
6 3 (5.00%) Teradata
7 2 (3.33%) Google
8 1 (1.67%) Citrix
8 1 (1.67%) Coremetrics
8 1 (1.67%) Huawei
8 1 (1.67%) Nokia
8 1 (1.67%) Snow