Period
to 11 December 2018

The following table provides summary statistics for contract job vacancies advertised in the East of England 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 11 December 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
England > East of England
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 57 82 75
Rank change year-on-year +25 -7 +40
Contract jobs citing Analytics 183 150 133
As % of all contract IT jobs advertised in the East of England 3.67% 2.94% 2.78%
As % of the Processes & Methodologies category 4.30% 3.47% 3.35%
Number of daily rates quoted 87 59 80
East of England median daily rate £475 £500 £350
Median daily rate % change year-on-year -5.00% +42.86% -19.08%
10th Percentile £306 £310 £248
90th Percentile £625 £639 £550
England median daily rate £500 £500 £450
% change year-on-year - +11.11% -
Number of hourly rates quoted 4 7 22
East of England median hourly rate £21.25 £34.50 £20.00
Median hourly rate % change year-on-year -38.41% +72.50% -47.83%
10th Percentile £17.90 £17.50 £16.00
90th Percentile £26.38 £40.00 £45.98
England median hourly rate £33.00 £32.50 £22.50
% change year-on-year +1.54% +44.44% +2.27%

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 the East of England with a requirement for process or methodology skills.

All Process and Methodology Skills
East of England
Contract vacancies with a requirement for process or methodology skills 4,256 4,327 3,971
As % of all contract IT jobs advertised in the East of England 85.38% 84.74% 82.90%
Number of daily rates quoted 2,515 2,500 2,288
East of England median daily rate £450 £425 £400
Median daily rate % change year-on-year +5.88% +6.25% -
10th Percentile £250 £250 £220
90th Percentile £588 £575 £544
England median daily rate £475 £450 £425
% change year-on-year +5.56% +5.88% -
Number of hourly rates quoted 205 257 320
East of England median hourly rate £17.97 £33.33 £31.50
Median hourly rate % change year-on-year -46.08% +5.81% +29.55%
10th Percentile £11.17 £11.94 £12.45
90th Percentile £48.75 £50.04 £47.50
England median hourly rate £22.00 £24.69 £22.84
% change year-on-year -10.88% +8.10% +3.80%

Analytics
Job Vacancy Trend in the East of England

Job postings citing Analytics as a percentage of all IT jobs advertised in the East of England.

Job vacancy trend for Analytics in the East of England

Analytics
Contractor Daily Rate Trend in the East of England

This chart provides the 3-month moving average for daily rates quoted in contract jobs citing Analytics in the East of England.

Contractor daily rate trend for Analytics in the East of England

Analytics
Contractor Daily Rate Histogram in the East of England

The daily rate distribution of IT jobs citing Analytics in the East of England over the 6 months to 11 December 2018.

Contractor daily rate histogram for Analytics in the East of England

Analytics
Contractor Hourly Rate Trend in the East of England

This chart provides the 3-month moving average for contractor hourly rates quoted in IT jobs citing Analytics in the East of England.

Contractor hourly rate trend for Analytics in the East of England

Analytics
Contract Job Locations in the East of England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Analytics within the East of England region over the 6 months to 11 December 2018. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Hertfordshire +7 57 £420 +5.00% 15
Cambridgeshire +27 44 £575 +100.00% 35
Bedfordshire 0 33 £475 -13.64% 3
Essex -1 33 £443 -24.03% 14
Suffolk -11 12 £450 -7.69% 3
Norfolk +10 4 £485 -7.62% 3
Analytics
England

For the 6 months to 11 December 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 East of England region with a requirement for Analytics.

1 66 (36.07%) Business Intelligence
2 60 (32.79%) Agile Software Development
3 39 (21.31%) SQL
4 37 (20.22%) Amazon AWS
5 35 (19.13%) Big Data
6 33 (18.03%) Hadoop
7 31 (16.94%) Analytical Skills
8 29 (15.85%) Finance
9 28 (15.30%) Microsoft
10 27 (14.75%) MySQL
11 26 (14.21%) Windows
11 26 (14.21%) Data Modelling
12 25 (13.66%) Linux
12 25 (13.66%) Web Services
13 24 (13.11%) SharePoint
13 24 (13.11%) Data Warehouse
13 24 (13.11%) Data Analytics
14 23 (12.57%) Visualisation
14 23 (12.57%) Marketing
14 23 (12.57%) Oracle
14 23 (12.57%) Migration
15 21 (11.48%) Data Migration
16 20 (10.93%) Informatics
16 20 (10.93%) Computer Science
16 20 (10.93%) HL7
16 20 (10.93%) Health Informatics
16 20 (10.93%) NoSQL
16 20 (10.93%) e-Health
16 20 (10.93%) PACS
16 20 (10.93%) Unix

Analytics
Co-occurring IT Skills in the East of England 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 24 (13.11%) SharePoint
2 12 (6.56%) Apache Spark
3 9 (4.92%) Apache
3 9 (4.92%) Tomcat
4 6 (3.28%) WebLogic
5 5 (2.73%) Cloud Foundry
5 5 (2.73%) CMS
6 4 (2.19%) SAS
6 4 (2.19%) WordPress
7 3 (1.64%) Apache Solr
7 3 (1.64%) Confluence
7 3 (1.64%) Elasticsearch
7 3 (1.64%) Oracle SOA Suite
8 2 (1.09%) Apache Airflow
8 2 (1.09%) JBoss
8 2 (1.09%) Luigi
8 2 (1.09%) nginx
8 2 (1.09%) Oracle Workflow
9 1 (0.55%) IBM Domino
9 1 (0.55%) OpenStack
Applications
1 6 (3.28%) Microsoft Office
2 4 (2.19%) Microsoft Excel
3 3 (1.64%) Photoshop
4 2 (1.09%) Adobe Captivate
4 2 (1.09%) Adobe Illustrator
4 2 (1.09%) ImageReady
4 2 (1.09%) OmniGraffle
4 2 (1.09%) SPSS
5 1 (0.55%) Adobe Creative Suite
5 1 (0.55%) Microsoft PowerPoint
5 1 (0.55%) Microsoft Project
5 1 (0.55%) MS Visio
Business Applications
1 6 (3.28%) HFM
1 6 (3.28%) Hyperion Planning
2 4 (2.19%) Oracle ERP
3 3 (1.64%) Lorenzo
4 2 (1.09%) Oracle EBS
5 1 (0.55%) Cognos TM1
5 1 (0.55%) Oracle BPM
5 1 (0.55%) Remedy ITSM
5 1 (0.55%) SAP CRM
5 1 (0.55%) SAP HR
5 1 (0.55%) SAP MDG
5 1 (0.55%) SAP MDM
5 1 (0.55%) Workfront
Cloud Services
1 37 (20.22%) Amazon AWS
2 16 (8.74%) Amazon EMR
3 13 (7.10%) Microsoft Azure
4 12 (6.56%) Amazon S3
5 10 (5.46%) Google Analytics
6 5 (2.73%) IaaS
7 4 (2.19%) Akamai
7 4 (2.19%) Cloud Computing
7 4 (2.19%) GitHub
8 3 (1.64%) Office 365
8 3 (1.64%) SaaS
8 3 (1.64%) SuccessFactors
9 2 (1.09%) Adobe Creative Cloud
9 2 (1.09%) Amazon EC2
9 2 (1.09%) Amazon Kinesis
9 2 (1.09%) Amazon SQS
Communications & Networking
1 10 (5.46%) DNS
2 7 (3.83%) Remote Desktop
2 7 (3.83%) SSH
3 6 (3.28%) DHCP
3 6 (3.28%) LAN
3 6 (3.28%) WAN
4 4 (2.19%) BIG-IP
4 4 (2.19%) SAN
4 4 (2.19%) SMS
5 3 (1.64%) Extranet
5 3 (1.64%) SNMP
5 3 (1.64%) TCP/IP
6 2 (1.09%) HTTP
6 2 (1.09%) SSL
7 1 (0.55%) Internet
Database & Business Intelligence
1 35 (19.13%) Big Data
2 33 (18.03%) Hadoop
3 27 (14.75%) MySQL
4 24 (13.11%) Data Warehouse
5 20 (10.93%) Electronic Patient Records
5 20 (10.93%) NoSQL
6 16 (8.74%) Amazon Redshift
6 16 (8.74%) Apache Hive
6 16 (8.74%) PostgreSQL
6 16 (8.74%) SQL Server
7 14 (7.65%) Amazon Aurora
8 12 (6.56%) Relational Database
9 10 (5.46%) Oracle BI EE
10 8 (4.37%) Essbase
11 7 (3.83%) Ingres
12 6 (3.28%) SQL Server Integration Services
13 5 (2.73%) Power BI
14 4 (2.19%) BusinessObjects
14 4 (2.19%) OLTP
15 3 (1.64%) RDBMS
Development Applications
1 13 (7.10%) Git (software)
2 11 (6.01%) Jenkins
3 7 (3.83%) GitLab
3 7 (3.83%) JIRA
4 3 (1.64%) CA Gen
4 3 (1.64%) Subversion
5 2 (1.09%) Ant
5 2 (1.09%) Axure RP
5 2 (1.09%) Cucumber
5 2 (1.09%) Dreamweaver
5 2 (1.09%) Eclipse
5 2 (1.09%) Gatling
5 2 (1.09%) Grunt
5 2 (1.09%) gulp
5 2 (1.09%) IntelliJ
5 2 (1.09%) JUnit
5 2 (1.09%) Karma Test Runner
5 2 (1.09%) Selenium
5 2 (1.09%) Sublime Text
5 2 (1.09%) Visual Studio
General
1 29 (15.85%) Finance
2 23 (12.57%) Marketing
3 18 (9.84%) Retail
4 17 (9.29%) Pharmaceutical
5 9 (4.92%) Publishing
6 6 (3.28%) Law
7 2 (1.09%) Back Office
8 1 (0.55%) Banking
8 1 (0.55%) Local Government
8 1 (0.55%) Manufacturing
8 1 (0.55%) Telecoms
Job Titles
1 42 (22.95%) Developer
2 30 (16.39%) Analyst
3 17 (9.29%) Data Engineer
4 16 (8.74%) Architect
5 15 (8.20%) Business Analyst
6 12 (6.56%) Data Architect
7 11 (6.01%) Consultant
8 10 (5.46%) Unix Developer
9 9 (4.92%) Data Analyst
9 9 (4.92%) Project Manager
10 8 (4.37%) Business Intelligence Developer
11 7 (3.83%) Designer
11 7 (3.83%) OBIEE Developer
12 6 (3.28%) AWS Engineer
12 6 (3.28%) Data Analytics Engineer
12 6 (3.28%) Software Engineer
13 5 (2.73%) Senior Designer
14 4 (2.19%) Business Intelligence Architect
14 4 (2.19%) SEO Consultant
14 4 (2.19%) Solutions Architect
Libraries, Frameworks & Software Standards
1 25 (13.66%) Web Services
2 18 (9.84%) HTML
3 13 (7.10%) CSS
4 10 (5.46%) REST
4 10 (5.46%) SOAP
4 10 (5.46%) XML
5 9 (4.92%) jQuery
6 7 (3.83%) Apache Camel
7 6 (3.28%) AngularJS
7 6 (3.28%) Node.js
8 5 (2.73%) .NET
8 5 (2.73%) HTML5
8 5 (2.73%) J2EE
8 5 (2.73%) RESTful
9 4 (2.19%) EJB
9 4 (2.19%) JSON
9 4 (2.19%) Servlets
10 3 (1.64%) Laravel
10 3 (1.64%) Oracle Fusion
10 3 (1.64%) Sphinx
Miscellaneous
1 31 (16.94%) Analytical Skills
2 20 (10.93%) e-Health
2 20 (10.93%) LIMS
2 20 (10.93%) PACS
3 17 (9.29%) NHS
4 9 (4.92%) User Experience
5 7 (3.83%) Replication
6 5 (2.73%) Algorithms
6 5 (2.73%) Mobile App
6 5 (2.73%) Taxonomies
7 4 (2.19%) Data Centre
7 4 (2.19%) Data Structures
7 4 (2.19%) Enterprise Software
7 4 (2.19%) Management Information System
7 4 (2.19%) Social Media
8 2 (1.09%) Digital Media
8 2 (1.09%) Greenfield Project
8 2 (1.09%) Life Science
8 2 (1.09%) Virtual Team
9 1 (0.55%) Self-Motivation
Operating Systems
1 26 (14.21%) Windows
2 25 (13.66%) Linux
3 20 (10.93%) Unix
4 13 (7.10%) Red Hat Enterprise Linux
4 13 (7.10%) Windows Server
5 12 (6.56%) AIX
5 12 (6.56%) CentOS
5 12 (6.56%) Solaris
6 8 (4.37%) Windows Server 2003
6 8 (4.37%) Windows Server 2008
7 7 (3.83%) Windows 10
7 7 (3.83%) Windows 7
8 5 (2.73%) Android
8 5 (2.73%) Apple iOS
9 2 (1.09%) Ubuntu
Processes & Methodologies
1 66 (36.07%) Business Intelligence
2 60 (32.79%) Agile Software Development
3 26 (14.21%) Data Modelling
4 24 (13.11%) Data Analytics
5 23 (12.57%) Migration
5 23 (12.57%) Visualisation
6 21 (11.48%) Data Migration
7 20 (10.93%) Computer Science
7 20 (10.93%) Health Informatics
7 20 (10.93%) Informatics
8 19 (10.38%) ETL
9 18 (9.84%) DevOps
10 17 (9.29%) Project Management
11 16 (8.74%) Stakeholder Management
11 16 (8.74%) Waterfall
12 15 (8.20%) Scrum
13 14 (7.65%) CRM
13 14 (7.65%) E-Commerce
14 13 (7.10%) Data Integration
14 13 (7.10%) Software Engineering
Programming Languages
1 39 (21.31%) SQL
2 16 (8.74%) JavaScript
3 14 (7.65%) Shell Script
4 12 (6.56%) Python
5 10 (5.46%) Java
5 10 (5.46%) Perl
6 8 (4.37%) PL/SQL
7 7 (3.83%) C#
8 6 (3.28%) PHP
8 6 (3.28%) Scala
9 4 (2.19%) C++
10 3 (1.64%) VB
11 2 (1.09%) C
11 2 (1.09%) Groovy
11 2 (1.09%) Haskell
11 2 (1.09%) R
11 2 (1.09%) Ruby
11 2 (1.09%) T-SQL
12 1 (0.55%) Bash Shell
12 1 (0.55%) PowerShell
Qualifications
1 18 (9.84%) Degree
2 7 (3.83%) Microsoft Certification
3 6 (3.28%) Computer Science Degree
4 1 (0.55%) CSQA
4 1 (0.55%) ECDL
4 1 (0.55%) Oracle Certification
4 1 (0.55%) PhD
4 1 (0.55%) PRINCE2 Certification
4 1 (0.55%) Security Cleared
Quality Assurance & Compliance
1 20 (10.93%) HL7
2 8 (4.37%) Data Quality
3 5 (2.73%) QA
4 4 (2.19%) SLA
5 2 (1.09%) GDPR
6 1 (0.55%) CDISC
6 1 (0.55%) GCP
6 1 (0.55%) PMO
System Software
1 15 (8.20%) Active Directory
2 14 (7.65%) Docker
3 3 (1.64%) Apache Flume
4 2 (1.09%) HDFS
Systems Management
1 12 (6.56%) Ansible
2 7 (3.83%) Opsview
3 5 (2.73%) Kubernetes
3 5 (2.73%) Terraform
4 3 (1.64%) Cacti
5 2 (1.09%) Grafana
5 2 (1.09%) Kibana
5 2 (1.09%) Oozie
5 2 (1.09%) Opscode Chef
5 2 (1.09%) Puppet
6 1 (0.55%) Mesos
6 1 (0.55%) Single Sign-On
Vendors
1 28 (15.30%) Microsoft
2 23 (12.57%) Oracle
3 13 (7.10%) MicroStrategy
4 10 (5.46%) Google
4 10 (5.46%) Informatica
4 10 (5.46%) Tableau
5 9 (4.92%) Adobe
6 8 (4.37%) Cloudera
6 8 (4.37%) Hyperion
6 8 (4.37%) SAP
6 8 (4.37%) Talend
7 6 (3.28%) webMethods
8 5 (2.73%) IBM
9 4 (2.19%) BEA
9 4 (2.19%) Cisco
9 4 (2.19%) F5
9 4 (2.19%) Omniture
9 4 (2.19%) Teradata
10 3 (1.64%) Alteryx
10 3 (1.64%) CA