The table below looks at the statistics for Machine Learning skills in IT contracts advertised for the South East region. Included is a guide to the contractor rates offered in IT contracts that have cited Machine Learning over the 3 months to 9 December 2016 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
9 Dec 2016
Same period 2015 Same period 2014
Machine Learning
Rank 223 232 257
Rank change year-on-year
+9 +25
Contract jobs citing Machine Learning 19 37 4
As % of all contract IT jobs located in the South East 0.25% 0.39% 0.040%
As % of the Processes & Methodologies category 0.31% 0.49% 0.053%
Number of daily rates quoted 9 28 0
Median daily rate £600 £520 -
Median daily rate % change year-on-year
+15.38% -
UK excluding London median daily rate £494 £520 £325
% change year-on-year
-5.04% +60.00%
Number of hourly rates quoted 0 0 0
Median hourly rate - - -
UK excluding London median hourly rate £26.00 £65.00 -
% change year-on-year
-60.00% -
Machine Learning
England

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

Processes & Methodologies Category
South East
Contract IT job ads with a match in the
Processes & Methodologies category
6198 7544 7563
As % of all contract IT jobs located in the South East 80.10% 79.73% 76.46%
Number of daily rates quoted 3669 4446 4233
Median daily rate £425 £400 £380
Median daily rate % change year-on-year
+6.25% +5.26%
90% offered a daily rate of more than £275 £275 £250
10% offered a daily rate of more than £550 £550 £525
UK excluding London median daily rate £413 £400 £385
% change year-on-year
+3.12% +3.89%
Number of hourly rates quoted 258 317 288
Median hourly rate £34.00 £37.09 £22.00
Median hourly rate % change year-on-year
-8.33% +68.59%
90% offered a hourly rate of more than £12.52 £12.00 £11.50
10% offered a hourly rate of more than £54.50 £55.00 £42.50
UK excluding London median hourly rate £30.25 £34.00 £25.00
% change year-on-year
-11.02% +36.00%

Machine Learning
Jobs Demand Trend in the South East

The demand trend of contract jobs across the South East region citing Machine Learning as a proportion of all IT contracts with a match in the Processes & Methodologies category.

Machine Learning Jobs Demand Trend in the South East

Machine Learning
Daily Rate Trend in the South East

This chart provides the 3-month moving average for daily rates quoted in IT contract jobs citing Machine Learning across the South East region.

Machine Learning Daily Rate Trend in the South East

Machine Learning
Daily Rate Histogram in the South East

This chart provides a histogram of daily rates quoted in contract IT jobs citing Machine Learning across the South East region over the 3 months to 9 December 2016.

Machine Learning Daily Rate Histogram in the South East

Machine Learning
Hourly Rate Trend in the South East

This chart provides the 3-month moving average for hourly rates quoted in IT contractor jobs citing Machine Learning across the South East region.

Machine Learning Hourly Rate Trend in the South East

Machine Learning
Contract Job Locations in the South East

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Machine Learning within the South East region over the 3 months to 9 December 2016. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Click see detailed
statistics and trends)
Rank Change
on Same Period
Last Year
Matching
Contract
IT Job Ads
Median
Daily Rate
Last 3 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Job
Vacancies
Buckinghamshire +16 5 - -
Berkshire - 5 £750 - 3
Hampshire +23 4 £600 +54.83% 3
West Sussex - 4 - - 1
Oxfordshire -26 1 £600 +15.38% 6
Machine Learning
England

Machine Learning
Top 30 Related IT Skills in the South East

For the 6 months to 9 December 2016, IT contractor jobs citing Machine Learning 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 South East region with a requirement for Machine Learning.

1 26 (55.32%) Analytics
2 25 (53.19%) Hadoop
3 22 (46.81%) Python
4 20 (42.55%) Big Data
5 19 (40.43%) Visualisation
5 19 (40.43%) Degree
6 17 (36.17%) Mathematics
6 17 (36.17%) Java
6 17 (36.17%) R
7 16 (34.04%) Computer Science
8 13 (27.66%) Statistics
9 11 (23.40%) Predictive Analytics
9 11 (23.40%) PhD
9 11 (23.40%) Business Intelligence
9 11 (23.40%) Data Visualisation
10 10 (21.28%) Elasticsearch
10 10 (21.28%) Data Modelling
10 10 (21.28%) SQL
11 9 (19.15%) Data Warehouse
11 9 (19.15%) Data Security
11 9 (19.15%) Apache Spark
11 9 (19.15%) Apache Solr
11 9 (19.15%) SaaS
11 9 (19.15%) PaaS
12 8 (17.02%) Data Governance
12 8 (17.02%) SAP HANA
12 8 (17.02%) Teradata
12 8 (17.02%) Data Mining
12 8 (17.02%) SAP
13 7 (14.89%) Apache

Machine Learning
Top Related IT Skills in the South East 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 (21.28%) Elasticsearch
2 9 (19.15%) Apache Solr
2 9 (19.15%) Apache Spark
3 7 (14.89%) Apache
4 6 (12.77%) SAS
5 4 (8.51%) ArcGIS
6 1 (2.13%) Apache Pig
6 1 (2.13%) Jetty
6 1 (2.13%) nginx
6 1 (2.13%) Tomcat
Applications
1 4 (8.51%) Stata
2 2 (4.26%) MS Excel
2 2 (4.26%) SPSS
Cloud Services
1 9 (19.15%) PaaS
1 9 (19.15%) SaaS
2 3 (6.38%) Microsoft Azure
3 2 (4.26%) Azure Machine Learning
4 1 (2.13%) Amazon AWS
Database & Business Intelligence
1 25 (53.19%) Hadoop
2 20 (42.55%) Big Data
3 9 (19.15%) Data Warehouse
4 8 (17.02%) Data Mining
4 8 (17.02%) SAP HANA
5 5 (10.64%) NoSQL
5 5 (10.64%) Text Mining
6 4 (8.51%) GIS
6 4 (8.51%) QGIS
7 3 (6.38%) Spatial Data
8 2 (4.26%) Apache Cassandra
8 2 (4.26%) Apache Hive
8 2 (4.26%) PostgreSQL
8 2 (4.26%) Redis
9 1 (2.13%) HBase
9 1 (2.13%) Mahout
9 1 (2.13%) Neo4j
9 1 (2.13%) Power BI
9 1 (2.13%) RDBMS
9 1 (2.13%) Relational Database
Development Applications
1 1 (2.13%) Git (software)
1 1 (2.13%) Gradle
1 1 (2.13%) Maven
1 1 (2.13%) Subversion
General
1 1 (2.13%) Banking
1 1 (2.13%) Marketing
1 1 (2.13%) Publishing
Job Titles
1 21 (44.68%) Data Scientist
2 10 (21.28%) Architect
2 10 (21.28%) Data Architect
3 9 (19.15%) Developer
4 8 (17.02%) Hadoop Architect
4 8 (17.02%) Java Architect
4 8 (17.02%) Solr Architect
5 5 (10.64%) Analyst
5 5 (10.64%) Statistical Analyst
6 4 (8.51%) Machine Learning Developer
6 4 (8.51%) Python Developer
7 3 (6.38%) Data Analyst
7 3 (6.38%) Spatial Analyst
8 2 (4.26%) Administrator
8 2 (4.26%) Azure Consultant
8 2 (4.26%) Consultant
8 2 (4.26%) Data Administrator
8 2 (4.26%) Java Developer
8 2 (4.26%) Machine Learning Scientist
8 2 (4.26%) Software Developer
Libraries, Frameworks & Software Standards
1 6 (12.77%) Pandas
2 5 (10.64%) Keras
2 5 (10.64%) scikit-learn
2 5 (10.64%) Theano
2 5 (10.64%) Torch
3 4 (8.51%) RESTful
3 4 (8.51%) XGBoost
4 2 (4.26%) Celery
4 2 (4.26%) Django
4 2 (4.26%) Kafka
4 2 (4.26%) RabbitMQ
4 2 (4.26%) VML
5 1 (2.13%) .NET
5 1 (2.13%) Cascading
5 1 (2.13%) NumPy
5 1 (2.13%) Play Framework
5 1 (2.13%) SciPy
5 1 (2.13%) Web Services
Miscellaneous
1 19 (40.43%) Visualisation
2 17 (36.17%) Mathematics
3 16 (34.04%) Computer Science
4 13 (27.66%) Statistics
5 6 (12.77%) Analytical Skills
6 5 (10.64%) Artificial Intelligence
7 4 (8.51%) Algorithms
8 3 (6.38%) Physics
9 2 (4.26%) Neural Network
9 2 (4.26%) Social Network
10 1 (2.13%) Credit Risk
10 1 (2.13%) Smart Energy
Processes & Methodologies
1 26 (55.32%) Analytics
2 11 (23.40%) Business Intelligence
2 11 (23.40%) Data Visualisation
2 11 (23.40%) Predictive Analytics
3 10 (21.28%) Data Modelling
4 9 (19.15%) Data Security
5 8 (17.02%) Data Governance
6 6 (12.77%) Agile Software Development
7 5 (10.64%) Deep Learning
7 5 (10.64%) Predictive Modelling
7 5 (10.64%) Quantitative Analysis
8 4 (8.51%) Spatial Analysis
9 3 (6.38%) Data Ingestion
9 3 (6.38%) Scrum
10 2 (4.26%) Data Analysis
10 2 (4.26%) Data Loss Prevention
10 2 (4.26%) Data Protection
10 2 (4.26%) DevOps
10 2 (4.26%) SDLC
10 2 (4.26%) TDD
Programming Languages
1 22 (46.81%) Python
2 17 (36.17%) Java
2 17 (36.17%) R
3 10 (21.28%) SQL
4 5 (10.64%) C++
4 5 (10.64%) Scala
5 1 (2.13%) Bash Shell
5 1 (2.13%) MATLAB
5 1 (2.13%) Ruby
Qualifications
1 19 (40.43%) Degree
2 11 (23.40%) PhD
3 4 (8.51%) Postgraduate
System Software
1 2 (4.26%) Active Directory
1 2 (4.26%) Docker
Systems Management
1 2 (4.26%) Ansible
Vendors
1 8 (17.02%) SAP
1 8 (17.02%) Teradata
2 4 (8.51%) Microsoft
3 2 (4.26%) Symantec
4 1 (2.13%) MapR
4 1 (2.13%) Tableau
Worthing, West Sussex
ARC IT Recruitment Ltd
Rate: Competitive
Posted: 6 days ago