The table below looks at the statistics for Analytics skills in IT contracts advertised for the City of London region. Included is a guide to the contractor rates offered in IT contracts that have cited Analytics over the 3 months to 17 January 2017 with a comparison to the same period over the previous 2 years.

Note that daily contractor rates and hourly contractor rates are treated separately. When calculating average contractor rates, daily rates are not derived from quoted hourly rates or vice versa.

3 months to
17 Jan 2017
Same period 2016 Same period 2015
Analytics
London / City of London
Rank 42 60 50
Rank change year-on-year
+18 -10
Contract jobs citing Analytics 134 98 180
As % of all contract IT jobs located in the City of London 4.61% 3.27% 3.58%
As % of the Processes & Methodologies category 5.35% 3.86% 4.37%
Number of daily rates quoted 97 66 147
Median daily rate £500 £450 £465
Median daily rate % change year-on-year
+11.11% -3.22%
90% offered a daily rate of more than £328 £289 £325
10% offered a daily rate of more than £675 £638 £650
UK excluding London median daily rate £425 £420 £413
% change year-on-year
+1.19% +1.81%
Number of hourly rates quoted 0 1 3
Median hourly rate - £35.60 £19.50
Median hourly rate % change year-on-year
- +82.53%
UK excluding London median hourly rate £26.00 £16.19 £20.49
% change year-on-year
+60.64% -21.01%

The following table is for comparison with the above and provides statistics for the entire Processes & Methodologies category in contract jobs advertised in the City of London region.

Processes & Methodologies Category
City of London
Contract IT job ads with a match in the
Processes & Methodologies category
2503 2536 4117
As % of all contract IT jobs located in the City of London 86.07% 84.53% 81.80%
Number of daily rates quoted 1976 2000 3237
Median daily rate £500 £475 £450
Median daily rate % change year-on-year
+5.26% +5.55%
90% offered a daily rate of more than £360 £320 £320
10% offered a daily rate of more than £650 £625 £625
UK excluding London median daily rate £410 £400 £390
% change year-on-year
+2.50% +2.56%
Number of hourly rates quoted 17 24 33
Median hourly rate £40.00 £32.80 £20.00
Median hourly rate % change year-on-year
+21.96% +63.98%
90% offered a hourly rate of more than £15.16 £18.79 £13.50
10% offered a hourly rate of more than £55.00 £53.00 £45.50
UK excluding London median hourly rate £34.50 £39.00 £25.50
% change year-on-year
-11.53% +52.94%

Analytics
Jobs Demand Trend in the City of London

The demand trend of contract jobs across the City of London region citing Analytics as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Analytics Jobs Demand Trend in the City of London

Analytics
Daily Rate Trend in the City of London

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Analytics across the City of London region.

Analytics Daily Rate Trend in the City of London

Analytics
Daily Rate Histogram in the City of London

This chart provides a histogram of daily rates quoted in contract IT jobs citing Analytics across the City of London region over the 3 months to 17 January 2017.

Analytics Daily Rate Histogram in the City of London

Analytics
Hourly Rate Trend in the City of London

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Analytics across the City of London region.

Analytics Hourly Rate Trend in the City of London

Analytics
Top 30 Related IT Skills in the City of London

For the 6 months to 17 January 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 City of London region with a requirement for Analytics.

1 95 (35.85%) Finance
2 91 (34.34%) Agile Software Development
3 86 (32.45%) SQL
4 59 (22.26%) Analytical Skills
5 57 (21.51%) Big Data
6 56 (21.13%) Business Intelligence
7 54 (20.38%) Banking
8 52 (19.62%) Data Warehouse
8 52 (19.62%) Data Analytics
9 51 (19.25%) Java
10 49 (18.49%) Python
10 49 (18.49%) Degree
11 47 (17.74%) Hadoop
11 47 (17.74%) Data Modelling
12 44 (16.60%) ETL
12 44 (16.60%) SQL Server
13 42 (15.85%) Scrum
14 36 (13.58%) Mathematics
14 36 (13.58%) Apache Spark
15 34 (12.83%) Tableau
16 33 (12.45%) Stakeholder Management
17 32 (12.08%) SAS
17 32 (12.08%) R
18 31 (11.70%) Oracle
19 30 (11.32%) Front Office
20 29 (10.94%) Performance Tuning
21 28 (10.57%) Marketing
22 27 (10.19%) Investment Banking
23 26 (9.81%) Risk Management
23 26 (9.81%) Equities

Analytics
Top Related IT Skills in the City of London 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 36 (13.58%) Apache Spark
2 32 (12.08%) SAS
3 13 (4.91%) Apache Pig
4 6 (2.26%) Elasticsearch
5 5 (1.89%) Apache
6 3 (1.13%) Oracle Coherence
6 3 (1.13%) WebSphere
7 2 (0.75%) CMS
7 2 (0.75%) SharePoint
8 1 (0.38%) Apache Solr
8 1 (0.38%) Confluence
8 1 (0.38%) OpenStack
8 1 (0.38%) WordPress
Applications
1 16 (6.04%) MS Excel
2 15 (5.66%) SPSS
3 5 (1.89%) MS Office
4 3 (1.13%) Spreadsheet
5 2 (0.75%) MS PowerPoint
5 2 (0.75%) Photoshop
6 1 (0.38%) Weka
Business Applications
1 3 (1.13%) Dynamics GP
2 2 (0.75%) Magento
3 1 (0.38%) Cognos Business Intelligence
3 1 (0.38%) Maximo
3 1 (0.38%) SAP Oil and Gas
Cloud Services
1 18 (6.79%) Google Analytics
2 16 (6.04%) Amazon AWS
3 9 (3.40%) Microsoft Azure
4 7 (2.64%) Google Cloud Platform
5 4 (1.51%) Cloud Computing
6 3 (1.13%) SaaS
7 2 (0.75%) Adobe Analytics
7 2 (0.75%) AdWords
7 2 (0.75%) Amazon EC2
7 2 (0.75%) Amazon S3
7 2 (0.75%) GitHub
7 2 (0.75%) MailChimp
7 2 (0.75%) Route 53
8 1 (0.38%) Amazon ElastiCache
8 1 (0.38%) Amazon Kinesis
8 1 (0.38%) AWS Elastic Beanstalk
8 1 (0.38%) Data Lake Analytics
8 1 (0.38%) Google Compute Engine
8 1 (0.38%) Google Tag Manager
8 1 (0.38%) Virtual Private Cloud
Communications & Networking
1 5 (1.89%) FTP
2 2 (0.75%) Firewall
2 2 (0.75%) Kerberos
2 2 (0.75%) SAN
3 1 (0.38%) DHCP
3 1 (0.38%) DNS
3 1 (0.38%) HTTP
3 1 (0.38%) HTTPS
3 1 (0.38%) Intranet
3 1 (0.38%) LAN
3 1 (0.38%) LDAP
3 1 (0.38%) SSL
Database & Business Intelligence
1 57 (21.51%) Big Data
2 52 (19.62%) Data Warehouse
3 47 (17.74%) Hadoop
4 44 (16.60%) SQL Server
5 18 (6.79%) Apache Cassandra
6 16 (6.04%) Apache Hive
7 14 (5.28%) Data Lake
7 14 (5.28%) QlikView
8 12 (4.53%) SQL Server Integration Services
9 11 (4.15%) MongoDB
9 11 (4.15%) SQL Server Reporting Services
10 10 (3.77%) Relational Database
11 9 (3.40%) HBase
11 9 (3.40%) SQL Server 2016
12 8 (3.02%) SQL Server 2014
13 7 (2.64%) Power BI
13 7 (2.64%) SQL Server Analysis Services
14 6 (2.26%) KDB
14 6 (2.26%) NoSQL
14 6 (2.26%) Oracle Database 11g
Development Applications
1 9 (3.40%) Git (software)
2 8 (3.02%) Team Foundation Server
3 5 (1.89%) JIRA
4 4 (1.51%) Grunt
4 4 (1.51%) Oracle APEX
5 3 (1.13%) Atlassian Bamboo
5 3 (1.13%) gulp
5 3 (1.13%) Jasmine
5 3 (1.13%) Jenkins
5 3 (1.13%) Mocha
5 3 (1.13%) webpack
6 2 (0.75%) Subversion
6 2 (0.75%) Vagrant
7 1 (0.38%) FishEye
7 1 (0.38%) Gradle
7 1 (0.38%) Maven
7 1 (0.38%) Visual Studio
General
1 95 (35.85%) Finance
2 54 (20.38%) Banking
3 30 (11.32%) Front Office
4 28 (10.57%) Marketing
5 27 (10.19%) Investment Banking
6 25 (9.43%) Retail
7 15 (5.66%) Legal
8 12 (4.53%) Financial Institution
9 3 (1.13%) Games
9 3 (1.13%) Telecoms
10 2 (0.75%) Pharmaceutical
10 2 (0.75%) Publishing
10 2 (0.75%) Retail Banking
11 1 (0.38%) Advertising
11 1 (0.38%) Back Office
11 1 (0.38%) Corporate Banking
11 1 (0.38%) Electronics
11 1 (0.38%) Manufacturing
11 1 (0.38%) Multimedia
11 1 (0.38%) Wholesale Banking
Job Titles
1 102 (38.49%) Developer
2 63 (23.77%) Analyst
3 22 (8.30%) Java Developer
4 20 (7.55%) Senior Developer
5 18 (6.79%) Netezza Developer
5 18 (6.79%) Senior Java Developer
6 17 (6.42%) Data Analyst
6 17 (6.42%) SQL Developer
7 16 (6.04%) Agile Developer
7 16 (6.04%) Architect
8 15 (5.66%) C# Developer
9 14 (5.28%) Business Analyst
9 14 (5.28%) Consultant
10 13 (4.91%) Data Engineer
10 13 (4.91%) Risk Analyst
11 12 (4.53%) Oracle Developer
12 11 (4.15%) Market Risk Developer
12 11 (4.15%) Market Risk Java Developer
12 11 (4.15%) Senior Market Risk Java Developer
13 10 (3.77%) C# .NET Developer
Libraries, Frameworks & Software Standards
1 22 (8.30%) .NET
2 15 (5.66%) HTML
3 12 (4.53%) XML
4 11 (4.15%) CSS
5 10 (3.77%) AngularJS
5 10 (3.77%) Web Services
6 8 (3.02%) HTML5
6 8 (3.02%) WPF
7 7 (2.64%) REST
8 6 (2.26%) Kafka
9 5 (1.89%) Akka
10 4 (1.51%) Flask
10 4 (1.51%) LESS
10 4 (1.51%) Node.js
10 4 (1.51%) Sass
11 3 (1.13%) Angular 2
11 3 (1.13%) D3.js
11 3 (1.13%) Natural Language Processing
11 3 (1.13%) Pandas
11 3 (1.13%) Task Parallel Library
Miscellaneous
1 59 (22.26%) Analytical Skills
2 36 (13.58%) Mathematics
3 26 (9.81%) Equities
4 25 (9.43%) Foreign Exchange (FX)
4 25 (9.43%) Statistics
5 24 (9.06%) Fixed Income
6 22 (8.30%) Market Risk
7 21 (7.92%) Derivative
7 21 (7.92%) Visualisation
8 17 (6.42%) Credit Risk
9 16 (6.04%) Computer Science
10 15 (5.66%) Algorithms
10 15 (5.66%) Physics
10 15 (5.66%) User Experience
11 13 (4.91%) Management Information System
12 12 (4.53%) Fintech
13 10 (3.77%) Economics
14 9 (3.40%) Data Integration
15 8 (3.02%) Social Media
16 4 (1.51%) Minimum Viable Product
Operating Systems
1 17 (6.42%) Linux
2 14 (5.28%) Unix
3 10 (3.77%) Windows
4 4 (1.51%) Windows Server
5 3 (1.13%) Windows Server 2008
5 3 (1.13%) Windows Server 2012
6 2 (0.75%) Ubuntu
7 1 (0.38%) Data ONTAP
Processes & Methodologies
1 91 (34.34%) Agile Software Development
2 56 (21.13%) Business Intelligence
3 52 (19.62%) Data Analytics
4 47 (17.74%) Data Modelling
5 44 (16.60%) ETL
6 42 (15.85%) Scrum
7 33 (12.45%) Stakeholder Management
8 29 (10.94%) Performance Tuning
9 26 (9.81%) Risk Management
10 25 (9.43%) Multithreading
10 25 (9.43%) Predictive Modelling
11 21 (7.92%) Data Analysis
12 20 (7.55%) Web Analytics
13 19 (7.17%) E-Commerce
14 18 (6.79%) Database Optimisation
15 16 (6.04%) Business Analysis
15 16 (6.04%) Data Management
15 16 (6.04%) Software Engineering
16 15 (5.66%) TDD
17 14 (5.28%) Data Governance
Programming Languages
1 86 (32.45%) SQL
2 51 (19.25%) Java
3 49 (18.49%) Python
4 32 (12.08%) R
5 26 (9.81%) C#
5 26 (9.81%) Scala
6 16 (6.04%) JavaScript
7 14 (5.28%) C++
8 12 (4.53%) Haskell
8 12 (4.53%) T-SQL
9 11 (4.15%) PL/SQL
9 11 (4.15%) Shell Script
10 9 (3.40%) VBA
11 8 (3.02%) MATLAB
12 5 (1.89%) Bash Shell
13 4 (1.51%) C
13 4 (1.51%) PHP
13 4 (1.51%) Ruby
14 3 (1.13%) TypeScript
15 2 (0.75%) Data Analysis Expressions (DAX)
Qualifications
1 49 (18.49%) Degree
2 7 (2.64%) PhD
2 7 (2.64%) Security Cleared
3 4 (1.51%) MBA
3 4 (1.51%) PRINCE2 Certification
4 2 (0.75%) PMP
4 2 (0.75%) SC Cleared
5 1 (0.38%) APMP
5 1 (0.38%) BPSS Clearance
5 1 (0.38%) CFA
5 1 (0.38%) CTC Cleared
5 1 (0.38%) MCSE
5 1 (0.38%) Microsoft Certification
5 1 (0.38%) Microsoft Certified Master
5 1 (0.38%) PgMP
Quality Assurance & Compliance
1 13 (4.91%) QA
2 11 (4.15%) Data Quality
3 2 (0.75%) Basel II
3 2 (0.75%) Basel III
3 2 (0.75%) Dodd-Frank
4 1 (0.38%) Disclosure Scotland
4 1 (0.38%) GAAP
4 1 (0.38%) MiFID
4 1 (0.38%) Sarbanes-Oxley
4 1 (0.38%) Solvency II
System Software
1 6 (2.26%) HDFS
2 5 (1.89%) Docker
3 3 (1.13%) Apache Flume
4 1 (0.38%) Ceph
4 1 (0.38%) GlusterFS
4 1 (0.38%) NFS
Systems Management
1 6 (2.26%) Hadoop YARN
2 4 (1.51%) Puppet
2 4 (1.51%) Tivoli
3 3 (1.13%) Ansible
4 2 (0.75%) Ambari
4 2 (0.75%) Opscode Chef
5 1 (0.38%) Cacti
5 1 (0.38%) EMC NetWorker
5 1 (0.38%) HP Quality Center
5 1 (0.38%) Mesos
5 1 (0.38%) Oozie
5 1 (0.38%) ZABBIX
Vendors
1 34 (12.83%) Tableau
2 31 (11.70%) Oracle
3 25 (9.43%) Google
4 24 (9.06%) Netezza
5 17 (6.42%) Microsoft
6 13 (4.91%) Teradata
7 12 (4.53%) MicroStrategy
8 11 (4.15%) SAP
9 10 (3.77%) Cognos
10 8 (3.02%) IBM
11 6 (2.26%) Informatica
12 5 (1.89%) Adobe
12 5 (1.89%) Hortonworks
13 4 (1.51%) Sybase
14 3 (1.13%) Alteryx
14 3 (1.13%) Omniture
15 2 (0.75%) Facebook
15 2 (0.75%) Optimizely
15 2 (0.75%) RapidMiner
15 2 (0.75%) Twitter
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