Period
to 23 April 2018

The following table provides summary statistics for contract job vacancies advertised in the East Midlands 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 23 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
England > East Midlands
6 months to
23 Apr 2018
Same period 2017 Same period 2016
Rank 36 63 94
Rank change year-on-year +27 +31 +8
Contract jobs citing Analytics 142 91 44
As % of all contract IT jobs advertised in the East Midlands 4.77% 2.93% 1.41%
As % of the Processes & Methodologies category 5.63% 3.58% 1.75%
Number of daily rates quoted 67 43 30
East Midlands median daily rate £446 £375 £375
Median daily rate % change year-on-year +18.93% - +20.00%
10th Percentile £323 £313 £218
90th Percentile £538 £560 £553
England median daily rate £500 £475 £455
% change year-on-year +5.26% +4.40% +1.11%
Number of hourly rates quoted 1 0 0
East Midlands median hourly rate £13.00 - -
England median hourly rate £26.78 £22.25 £22.31
% change year-on-year +20.34% -0.26% +11.54%

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 Midlands with a requirement for process or methodology skills.

All Process and Methodology Skills
East Midlands
Contract vacancies with a requirement for process or methodology skills 2,520 2,544 2,520
As % of all contract IT jobs advertised in the East Midlands 84.59% 81.93% 80.90%
Number of daily rates quoted 1,554 1,558 1,552
East Midlands median daily rate £400 £375 £375
Median daily rate % change year-on-year +6.67% - +2.74%
10th Percentile £250 £225 £225
90th Percentile £550 £550 £544
England median daily rate £463 £450 £425
% change year-on-year +2.78% +5.88% +4.29%
Number of hourly rates quoted 87 77 69
East Midlands median hourly rate £15.86 £15.50 £17.50
Median hourly rate % change year-on-year +2.32% -11.43% +6.06%
10th Percentile £10.66 £10.45 £10.90
90th Percentile £47.70 £41.60 £41.60
England median hourly rate £22.50 £25.00 £23.50
% change year-on-year -10.00% +6.38% +11.90%

Analytics
Job Vacancy Trend in the East Midlands

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

Job vacancy trend for Analytics in the East Midlands

Analytics
Contractor Daily Rate Trend in the East Midlands

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

Contractor daily rate trend for Analytics in the East Midlands

Analytics
Contractor Daily Rate Histogram in the East Midlands

The daily rate distribution of IT jobs citing Analytics in the East Midlands over the 6 months to 23 April 2018.

Contractor daily rate histogram for Analytics in the East Midlands

Analytics
Contractor Hourly Rate Trend in the East Midlands

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

Contractor hourly rate trend for Analytics in the East Midlands

Analytics
Contract Job Locations in the East Midlands

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 Midlands region over the 6 months to 23 April 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
Derbyshire +40 45 £450 -7.69% 10
Nottinghamshire -2 38 £425 +13.33% 20
Northamptonshire +19 36 £375 +11.11% 14
Lincolnshire +16 15 £550 +22.22% 4
Leicestershire -9 7 £450 +18.42% 13
Analytics
England

For the 6 months to 23 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 East Midlands region with a requirement for Analytics.

1 49 (34.51%) Agile Software Development
2 39 (27.46%) SQL
3 36 (25.35%) Manufacturing
3 36 (25.35%) Big Data
4 33 (23.24%) Analytical Skills
4 33 (23.24%) PLM
5 31 (21.83%) Data Warehouse
5 31 (21.83%) Business Intelligence
6 30 (21.13%) Apache Spark
6 30 (21.13%) Data Analytics
7 28 (19.72%) Python
8 27 (19.01%) ETL
9 26 (18.31%) Marketing
10 24 (16.90%) Finance
11 22 (15.49%) Google
12 21 (14.79%) Google Analytics
12 21 (14.79%) Security Cleared
12 21 (14.79%) Data Quality
13 20 (14.08%) Tableau
13 20 (14.08%) R
13 20 (14.08%) User Experience
13 20 (14.08%) DevOps
14 19 (13.38%) Data Engineering
14 19 (13.38%) User Acceptance Testing
14 19 (13.38%) Degree
14 19 (13.38%) Stakeholder Management
14 19 (13.38%) Microsoft
14 19 (13.38%) Informatica
14 19 (13.38%) PowerCenter
14 19 (13.38%) C#

Analytics
Co-occurring IT Skills in the East Midlands 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 30 (21.13%) Apache Spark
2 10 (7.04%) Confluence
3 8 (5.63%) SAS
4 7 (4.93%) Apache
5 3 (2.11%) CMS
6 2 (1.41%) Adobe Experience Manager
6 2 (1.41%) Elasticsearch
6 2 (1.41%) WordPress
7 1 (0.70%) Apache Pig
7 1 (0.70%) Apache Solr
7 1 (0.70%) Exchange Server 2013
7 1 (0.70%) IIS
7 1 (0.70%) MS Exchange
Applications
1 10 (7.04%) InVision
2 9 (6.34%) UserZoom
3 5 (3.52%) Microsoft Excel
4 2 (1.41%) SPSS
5 1 (0.70%) HipChat
5 1 (0.70%) Photoshop
Business Applications
1 9 (6.34%) Cognos Business Intelligence
2 2 (1.41%) Maximo
2 2 (1.41%) Oracle Financials
2 2 (1.41%) SAP Hybris
Cloud Services
1 21 (14.79%) Google Analytics
2 15 (10.56%) Amazon AWS
3 13 (9.15%) PaaS
4 9 (6.34%) Microsoft Azure
5 4 (2.82%) Google Tag Manager
5 4 (2.82%) IaaS
6 3 (2.11%) Adobe Creative Cloud
7 2 (1.41%) Cloud Computing
7 2 (1.41%) Google Cloud Platform
8 1 (0.70%) Adobe Analytics
8 1 (0.70%) Amazon Kinesis
8 1 (0.70%) Azure Active Directory
8 1 (0.70%) GitHub
8 1 (0.70%) OpenShift
Communications & Networking
1 4 (2.82%) Network Security
2 3 (2.11%) Intranet
3 1 (0.70%) DHCP
3 1 (0.70%) DNS
3 1 (0.70%) Kerberos
3 1 (0.70%) TCP/IP
Database & Business Intelligence
1 36 (25.35%) Big Data
2 31 (21.83%) Data Warehouse
3 19 (13.38%) PowerCenter
4 18 (12.68%) SQL Server
5 12 (8.45%) Hadoop
5 12 (8.45%) MongoDB
5 12 (8.45%) NoSQL
5 12 (8.45%) Power BI
6 11 (7.75%) Apache Hive
6 11 (7.75%) Impala
6 11 (7.75%) Sqoop
7 10 (7.04%) Apache Kudu
7 10 (7.04%) Cognos Framework Manager
7 10 (7.04%) SQL Server Reporting Services
8 9 (6.34%) Cognos Report Studio
8 9 (6.34%) DecisionStream
8 9 (6.34%) Semantic Layer
9 8 (5.63%) SQL Server Integration Services
10 7 (4.93%) Cloudera CDH
11 4 (2.82%) Azure SQL Data Warehouse
Development Applications
1 11 (7.75%) Axure RP
1 11 (7.75%) JIRA
2 7 (4.93%) Git (software)
2 7 (4.93%) Team Foundation Server
3 2 (1.41%) Cucumber
3 2 (1.41%) Jenkins
3 2 (1.41%) Selenium
3 2 (1.41%) WebDriver
4 1 (0.70%) Eclipse
4 1 (0.70%) ERwin
4 1 (0.70%) Hudson
4 1 (0.70%) MSI
4 1 (0.70%) PyCharm
4 1 (0.70%) Sonatype Nexus
4 1 (0.70%) Visual Studio
General
1 36 (25.35%) Manufacturing
2 26 (18.31%) Marketing
3 24 (16.90%) Finance
4 11 (7.75%) Advertising
5 10 (7.04%) Legal
6 6 (4.23%) Games
7 5 (3.52%) Retail
8 4 (2.82%) Aerospace
9 3 (2.11%) Automotive
10 2 (1.41%) Banking
10 2 (1.41%) Investment Banking
10 2 (1.41%) Law
11 1 (0.70%) General Ledger
Job Titles
1 27 (19.01%) Developer
2 22 (15.49%) Architect
3 21 (14.79%) Data Engineer
4 19 (13.38%) Analyst
5 13 (9.15%) Solutions Architect
6 11 (7.75%) E-Commerce Architect
6 11 (7.75%) E-Commerce Solution Architect
7 8 (5.63%) Big Data Developer
7 8 (5.63%) User Experience Researcher
8 7 (4.93%) Digital Architect
8 7 (4.93%) Digital Solutions Architect
9 6 (4.23%) Business Intelligence Analyst
9 6 (4.23%) Consultant
9 6 (4.23%) Data Analyst
9 6 (4.23%) Senior Data Engineer
10 5 (3.52%) Analytics Manager
10 5 (3.52%) Designer
10 5 (3.52%) Python Developer
10 5 (3.52%) Support Engineer
10 5 (3.52%) UX Designer
Libraries, Frameworks & Software Standards
1 17 (11.97%) .NET
2 12 (8.45%) Kafka
3 11 (7.75%) .NET Core
3 11 (7.75%) Node.js
4 10 (7.04%) CSS
4 10 (7.04%) HTML
4 10 (7.04%) Spark Streaming
5 6 (4.23%) WCF
6 4 (2.82%) ASP.NET Web API
6 4 (2.82%) REST
6 4 (2.82%) WPF
6 4 (2.82%) XML
7 3 (2.11%) WinForms
8 2 (1.41%) Ajax
8 2 (1.41%) AngularJS
8 2 (1.41%) JSON
8 2 (1.41%) Sass
8 2 (1.41%) SOAP
8 2 (1.41%) Web Services
9 1 (0.70%) CSS3
Miscellaneous
1 33 (23.24%) Analytical Skills
2 20 (14.08%) User Experience
3 7 (4.93%) Self-Motivation
4 5 (3.52%) Mainframe
5 4 (2.82%) Computer Science
5 4 (2.82%) Robotics
6 3 (2.11%) Credit Risk
6 3 (2.11%) Data Structures
6 3 (2.11%) Greenfield Project
6 3 (2.11%) Virtual Team
7 2 (1.41%) Management Information System
8 1 (0.70%) Clustering
8 1 (0.70%) Data Centre
8 1 (0.70%) DataPower
8 1 (0.70%) PKI
Operating Systems
1 10 (7.04%) Linux
2 7 (4.93%) Android
2 7 (4.93%) Apple iOS
2 7 (4.93%) VMS
3 3 (2.11%) Windows
4 2 (1.41%) CentOS
4 2 (1.41%) Unix
4 2 (1.41%) Windows Server
4 2 (1.41%) Windows Server 2012
5 1 (0.70%) Windows Server 2003
5 1 (0.70%) Windows Server 2008
Processes & Methodologies
1 49 (34.51%) Agile Software Development
2 33 (23.24%) PLM
3 31 (21.83%) Business Intelligence
4 30 (21.13%) Data Analytics
5 27 (19.01%) ETL
6 20 (14.08%) DevOps
7 19 (13.38%) Data Engineering
7 19 (13.38%) Stakeholder Management
7 19 (13.38%) User Acceptance Testing
8 17 (11.97%) Cybersecurity
8 17 (11.97%) TDD
8 17 (11.97%) Visualisation
9 16 (11.27%) Wireframes
10 15 (10.56%) User Stories
11 14 (9.86%) Data Visualisation
11 14 (9.86%) Problem-Solving
11 14 (9.86%) Prototyping
11 14 (9.86%) Usability Testing
12 13 (9.15%) E-Commerce
12 13 (9.15%) Scrum
Programming Languages
1 39 (27.46%) SQL
2 28 (19.72%) Python
3 20 (14.08%) R
4 19 (13.38%) C#
5 11 (7.75%) JavaScript
6 10 (7.04%) Scala
7 8 (5.63%) Java
8 6 (4.23%) PowerShell
9 5 (3.52%) PHP
9 5 (3.52%) PL/SQL
10 4 (2.82%) VBA
11 3 (2.11%) Perl
12 2 (1.41%) Bash Shell
12 2 (1.41%) Data Analysis Expressions (DAX)
12 2 (1.41%) Ruby
13 1 (0.70%) T-SQL
Qualifications
1 21 (14.79%) Security Cleared
2 19 (13.38%) Degree
3 18 (12.68%) SC Cleared
4 2 (1.41%) Computer Science Degree
5 1 (0.70%) BPSS Clearance
5 1 (0.70%) ITIL Certification
5 1 (0.70%) ITIL Foundation Certificate
Quality Assurance & Compliance
1 21 (14.79%) Data Quality
2 5 (3.52%) QA
3 2 (1.41%) PMO
4 1 (0.70%) GDPR
4 1 (0.70%) SLA
System Software
1 11 (7.75%) Docker
2 2 (1.41%) Active Directory
3 1 (0.70%) Apache Flume
3 1 (0.70%) Apache ZooKeeper
3 1 (0.70%) HDFS
3 1 (0.70%) Hyper-V
3 1 (0.70%) VMware Infrastructure
Systems Management
1 2 (1.41%) Ansible
2 1 (0.70%) McAfee ePO
2 1 (0.70%) Oozie
2 1 (0.70%) Puppet
2 1 (0.70%) Single Sign-On
Vendors
1 22 (15.49%) Google
2 20 (14.08%) Tableau
3 19 (13.38%) Informatica
3 19 (13.38%) Microsoft
4 12 (8.45%) Cloudera
5 11 (7.75%) Cognos
6 10 (7.04%) IBM
7 7 (4.93%) CA Agile Central
7 7 (4.93%) Oracle
8 5 (3.52%) Adobe
9 4 (2.82%) SAP
10 3 (2.11%) Automation Anywhere
11 2 (1.41%) HP
11 2 (1.41%) hybris
11 2 (1.41%) MapR
11 2 (1.41%) McAfee
11 2 (1.41%) Red Hat
11 2 (1.41%) Splunk
11 2 (1.41%) Talend
11 2 (1.41%) Teradata