Period
to 19 November 2017

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 19 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
England > East of England
6 months to
19 Nov 2017
Same period 2016 Same period 2015
Rank 82 75 99
Rank change year-on-year -7 +24 +12
Contract jobs citing Analytics 141 129 118
As % of all contract IT jobs advertised in the East of England 2.78% 2.67% 1.99%
As % of the Processes & Methodologies category 3.36% 3.28% 2.52%
Number of daily rates quoted 56 80 59
East of England median daily rate £500 £350 £425
Median daily rate % change year-on-year +42.86% -17.65% +6.25%
10th Percentile £293 £248 £313
90th Percentile £636 £578 £540
England median daily rate £500 £450 £450
% change year-on-year +11.11% - +4.05%
Number of hourly rates quoted 7 21 8
East of England median hourly rate £34.50 £20.00 £34.84
Median hourly rate % change year-on-year +72.50% -42.59% -
10th Percentile £17.50 £16.00 £24.88
90th Percentile £40.00 £46.00 £46.98
England median hourly rate £31.31 £22.50 £25.25
% change year-on-year +39.16% -10.89% +26.25%

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 4194 3934 4681
As % of all contract IT jobs advertised in the East of England 82.66% 81.43% 78.79%
Number of daily rates quoted 2418 2283 2747
East of England median daily rate £425 £400 £400
Median daily rate % change year-on-year +6.25% - +6.67%
10th Percentile £250 £224 £235
90th Percentile £575 £540 £550
England median daily rate £450 £425 £422
% change year-on-year +5.88% +0.62% +5.60%
Number of hourly rates quoted 259 310 392
East of England median hourly rate £31.03 £31.48 £25.00
Median hourly rate % change year-on-year -1.41% +25.90% +3.65%
10th Percentile £11.52 £13.75 £11.50
90th Percentile £49.75 £47.50 £45.45
England median hourly rate £23.75 £24.41 £22.50
% change year-on-year -2.70% +8.49% +18.42%

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 19 November 2017.

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
Contractor Hourly Rate Histogram in the East of England

The hourly rate distribution of IT jobs citing Analytics in the East of England over the 6 months to 19 November 2017.

Contractor hourly rate histogram 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 19 November 2017. 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 +2 44 £475 +46.15% 7
Bedfordshire +21 41 £550 +29.41% 4
Cambridgeshire -12 26 £408 -25.91% 10
Suffolk +24 18 £488 +5.41%
Essex -48 15 £583 +66.43%
Norfolk - 2 £488 - 3
Analytics
England

For the 6 months to 19 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 East of England region with a requirement for Analytics.

1 47 (33.33%) Data Analytics
2 45 (31.91%) Agile Software Development
3 43 (30.50%) Business Intelligence
4 38 (26.95%) Data Warehouse
5 33 (23.40%) SQL
5 33 (23.40%) Analytical Skills
6 30 (21.28%) Amazon AWS
6 30 (21.28%) Finance
7 26 (18.44%) Data Modelling
7 26 (18.44%) Marketing
8 24 (17.02%) Microsoft
9 22 (15.60%) Python
10 21 (14.89%) E-Commerce
11 20 (14.18%) Big Data
11 20 (14.18%) Apache Spark
12 19 (13.48%) CRM
13 18 (12.77%) Stakeholder Management
13 18 (12.77%) Tableau
14 17 (12.06%) ETL
14 17 (12.06%) Google Analytics
14 17 (12.06%) Google
14 17 (12.06%) Statistics
15 16 (11.35%) Hadoop
15 16 (11.35%) R
16 15 (10.64%) Visualisation
16 15 (10.64%) Machine Learning
16 15 (10.64%) HTML
16 15 (10.64%) SQL Server
16 15 (10.64%) CSS
17 14 (9.93%) C#

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 20 (14.18%) Apache Spark
2 10 (7.09%) CMS
3 8 (5.67%) Confluence
4 7 (4.96%) Adobe Experience Manager
5 5 (3.55%) JBoss
6 4 (2.84%) Apache
6 4 (2.84%) WildFly
7 3 (2.13%) Tomcat
7 3 (2.13%) WebLogic
8 2 (1.42%) Apache Pig
8 2 (1.42%) SAS
9 1 (0.71%) Elasticsearch
9 1 (0.71%) Magnolia
9 1 (0.71%) SharePoint
9 1 (0.71%) SharePoint 2013
Applications
1 11 (7.80%) Microsoft Excel
1 11 (7.80%) Microsoft Office
2 6 (4.26%) Photoshop
3 2 (1.42%) MS Visio
4 1 (0.71%) Adobe Illustrator
4 1 (0.71%) ImageReady
Business Applications
1 6 (4.26%) Unica
2 3 (2.13%) Cognos Business Intelligence
2 3 (2.13%) Cognos Planning
2 3 (2.13%) SessionCam
3 2 (1.42%) Adobe Campaign
3 2 (1.42%) WebTrends
4 1 (0.71%) Oracle 11i
4 1 (0.71%) Oracle EBS R12
4 1 (0.71%) Payment Gateway
4 1 (0.71%) Remedy ITSM
4 1 (0.71%) SAP MDG
4 1 (0.71%) SAP MDM
Cloud Services
1 30 (21.28%) Amazon AWS
2 17 (12.06%) Google Analytics
3 12 (8.51%) PaaS
4 7 (4.96%) Amazon Kinesis
5 5 (3.55%) Amazon EMR
5 5 (3.55%) Microsoft Azure
6 3 (2.13%) Amazon S3
6 3 (2.13%) Data Lake Analytics
6 3 (2.13%) IaaS
7 2 (1.42%) AWS Lambda
7 2 (1.42%) Azure Data Factory
7 2 (1.42%) GitHub
7 2 (1.42%) npm
7 2 (1.42%) Serverless
7 2 (1.42%) Veeva
8 1 (0.71%) Adobe Analytics
8 1 (0.71%) Amazon EC2
8 1 (0.71%) Azure Machine Learning
8 1 (0.71%) Office 365
8 1 (0.71%) SaaS
Communications & Networking
1 4 (2.84%) HTTP
2 2 (1.42%) ICMP
2 2 (1.42%) Internet
2 2 (1.42%) Skype
3 1 (0.71%) Intranet
3 1 (0.71%) Network Security
3 1 (0.71%) SMS
Database & Business Intelligence
1 38 (26.95%) Data Warehouse
2 20 (14.18%) Big Data
3 16 (11.35%) Hadoop
4 15 (10.64%) SQL Server
5 14 (9.93%) Amazon Redshift
6 13 (9.22%) NoSQL
6 13 (9.22%) Power BI
7 11 (7.80%) SQL Server Integration Services
8 10 (7.09%) Impala
9 8 (5.67%) MongoDB
10 7 (4.96%) Apache Cassandra
10 7 (4.96%) Apache Hive
10 7 (4.96%) HBase
10 7 (4.96%) Oracle Exadata
10 7 (4.96%) Relational Database
11 6 (4.26%) Amazon QuickSight
11 6 (4.26%) BusinessObjects
11 6 (4.26%) Enterprise Data Warehouse
11 6 (4.26%) SQL Server 2008
11 6 (4.26%) SQL Server Analysis Services
Development Applications
1 9 (6.38%) JIRA
2 6 (4.26%) Visual Studio
3 4 (2.84%) Team Foundation Server
4 2 (1.42%) ERwin
4 2 (1.42%) Grunt
4 2 (1.42%) Jenkins
4 2 (1.42%) Maven
5 1 (0.71%) Dreamweaver
5 1 (0.71%) LoadRunner
5 1 (0.71%) Oracle APEX
5 1 (0.71%) Subversion
5 1 (0.71%) Talend Open Studio
5 1 (0.71%) Visual Studio Code
5 1 (0.71%) Visual Studio Team System
General
1 30 (21.28%) Finance
2 26 (18.44%) Marketing
3 12 (8.51%) Retail
4 7 (4.96%) Advertising
5 4 (2.84%) Publishing
6 3 (2.13%) Law
7 2 (1.42%) Legal
7 2 (1.42%) Pharmaceutical
8 1 (0.71%) Automotive
8 1 (0.71%) Banking
8 1 (0.71%) Dutch Language
8 1 (0.71%) French Language
8 1 (0.71%) Games
8 1 (0.71%) General Ledger
8 1 (0.71%) German Language
8 1 (0.71%) Manufacturing
Job Titles
1 30 (21.28%) Architect
2 26 (18.44%) Developer
3 23 (16.31%) Analyst
4 16 (11.35%) Solutions Architect
5 11 (7.80%) Data Architect
6 10 (7.09%) Data Scientist
7 8 (5.67%) Business Analyst
8 7 (4.96%) Data Analyst
8 7 (4.96%) Data Engineer
9 6 (4.26%) Big Data Architect
9 6 (4.26%) Consultant
9 6 (4.26%) E-Commerce Architect
9 6 (4.26%) E-Commerce Solution Architect
9 6 (4.26%) UI Developer
10 5 (3.55%) Big Data Solutions Architect
10 5 (3.55%) Content Editor
10 5 (3.55%) Digital Content Editor
10 5 (3.55%) Digital Editor
10 5 (3.55%) Project Manager
11 4 (2.84%) Big Data Engineer
Libraries, Frameworks & Software Standards
1 15 (10.64%) CSS
1 15 (10.64%) HTML
2 12 (8.51%) Kafka
3 11 (7.80%) .NET
3 11 (7.80%) Web Services
4 9 (6.38%) Node.js
5 7 (4.96%) .NET Core
5 7 (4.96%) HTML5
6 6 (4.26%) Ajax
6 6 (4.26%) jQuery
7 5 (3.55%) CSS3
8 4 (2.84%) AngularJS
8 4 (2.84%) Dojo
8 4 (2.84%) J2EE
8 4 (2.84%) Java EE
8 4 (2.84%) JDBC
8 4 (2.84%) JPA
8 4 (2.84%) JSON
8 4 (2.84%) Servlets
8 4 (2.84%) Spark Streaming
Miscellaneous
1 33 (23.40%) Analytical Skills
2 12 (8.51%) User Experience
3 9 (6.38%) Computer Science
4 7 (4.96%) Management Information System
4 7 (4.96%) Social Media
5 3 (2.13%) Hybrid Cloud
5 3 (2.13%) RIA
6 2 (1.42%) Greenfield Project
6 2 (1.42%) Life Science
6 2 (1.42%) Security Operations Centre
6 2 (1.42%) Web 2.0
7 1 (0.71%) Algorithms
7 1 (0.71%) CMDB
7 1 (0.71%) Data Structures
7 1 (0.71%) Fintech
7 1 (0.71%) Reference Data
7 1 (0.71%) Reinsurance
Operating Systems
1 5 (3.55%) Unix
2 3 (2.13%) Solaris
3 2 (1.42%) Linux
Processes & Methodologies
1 47 (33.33%) Data Analytics
2 45 (31.91%) Agile Software Development
3 43 (30.50%) Business Intelligence
4 26 (18.44%) Data Modelling
5 21 (14.89%) E-Commerce
6 19 (13.48%) CRM
7 18 (12.77%) Stakeholder Management
8 17 (12.06%) ETL
8 17 (12.06%) Statistics
9 15 (10.64%) Machine Learning
9 15 (10.64%) Visualisation
10 14 (9.93%) Project Management
11 12 (8.51%) Content Management
11 12 (8.51%) Enterprise Architecture
11 12 (8.51%) TDD
12 10 (7.09%) Business Analysis
12 10 (7.09%) ITIL
12 10 (7.09%) Mathematics
12 10 (7.09%) SEO
12 10 (7.09%) Validation
Programming Languages
1 33 (23.40%) SQL
2 22 (15.60%) Python
3 16 (11.35%) R
4 14 (9.93%) C#
5 11 (7.80%) Java
6 9 (6.38%) JavaScript
7 7 (4.96%) T-SQL
8 5 (3.55%) C
9 2 (1.42%) PL/SQL
9 2 (1.42%) PowerShell
9 2 (1.42%) VBA
10 1 (0.71%) C++
10 1 (0.71%) Korn
10 1 (0.71%) Ruby
10 1 (0.71%) Scala
10 1 (0.71%) U-SQL
Qualifications
1 10 (7.09%) Degree
2 3 (2.13%) Computer Science Degree
2 3 (2.13%) PhD
2 3 (2.13%) SC Cleared
2 3 (2.13%) Security Cleared
3 2 (1.42%) GCIA
3 2 (1.42%) GCIH
3 2 (1.42%) ISEB
3 2 (1.42%) Microsoft Certification
3 2 (1.42%) PRINCE2 Practitioner
4 1 (0.71%) ISEB Practitioner
Quality Assurance & Compliance
1 13 (9.22%) QA
2 5 (3.55%) Data Quality
3 4 (2.84%) SLA
4 3 (2.13%) PMO
5 1 (0.71%) Actionable Recommendations
5 1 (0.71%) ISO/IEC 20000
System Software
1 7 (4.96%) Docker
2 4 (2.84%) Apache Flume
3 3 (2.13%) HDFS
4 1 (0.71%) Oracle RAC
Systems Management
1 6 (4.26%) Oozie
2 3 (2.13%) Mesos
3 2 (1.42%) Ansible
3 2 (1.42%) CSIRT
3 2 (1.42%) Opscode Chef
3 2 (1.42%) Puppet
3 2 (1.42%) Terraform
4 1 (0.71%) Data Guard
4 1 (0.71%) Kibana
4 1 (0.71%) Oracle Enterprise Manager
4 1 (0.71%) Oracle RMAN
Vendors
1 24 (17.02%) Microsoft
2 18 (12.77%) Tableau
3 17 (12.06%) Google
4 12 (8.51%) Adobe
5 11 (7.80%) SAP
6 10 (7.09%) IBM
6 10 (7.09%) Salesforce.com
7 8 (5.67%) Alteryx
8 7 (4.96%) Oracle
9 4 (2.84%) Atlassian
9 4 (2.84%) Cognos
9 4 (2.84%) Red Hat
10 3 (2.13%) Ensighten
10 3 (2.13%) Omniture
10 3 (2.13%) Sitecore
10 3 (2.13%) Teradata
11 2 (1.42%) Alterian
11 2 (1.42%) ArcSight
11 2 (1.42%) NetWitness
11 2 (1.42%) Splunk