Artificial Intelligence Jobs in the East of England

The following table provides summary statistics for permanent job vacancies advertised in the East of England with a requirement for Artificial Intelligence skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Artificial Intelligence over the 3 months to 25 June 2017 with a comparison to the same period in the previous 2 years.

Artificial Intelligence (AI) England / East of England
Location	3 months to 25 Jun 2017	Same period 2016	Same period 2015
Rank	151	259	288
Rank change year-on-year	+108	+29
Permanent jobs citing Artificial Intelligence	107	2	1
As % of all permanent IT jobs advertised in the East of England	1.75%	0.030%	0.012%
As % of the Processes & Methodologies category	1.98%	0.034%	0.014%
Number of salaries quoted	93	2	1
Median salary	£65,000	£22,500	£52,500
Median salary % change year-on-year	+188.88%	-57.14%
UK excluding London median salary	£60,000	£42,500	£40,000
% change year-on-year	+41.17%	+6.25%

Artificial Intelligence is in the process and methodology skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in the East of England with a requirement for process and methodology skills.

Process & Methodology Skills East of England
Permanent job vacancies with a requirement for process and methodology skills	5394	5899	7083
As % of all permanent IT job vacancies advertised in the East of England	88.12%	87.64%	86.39%
Number of salaries quoted	4355	4951	5800
Median salary	£47,500	£47,500	£45,000
Median salary % change year-on-year	-	+5.55%
90% offered a salary of more than	£32,500	£31,500	£30,000
10% offered a salary of more than	£67,500	£65,000	£70,000
UK excluding London median salary	£45,000	£45,000	£44,000
% change year-on-year	-	+2.27%

Artificial Intelligence
Job Vacancy Trend in the East of England

The job posting trend of jobs advertised in the East of England citing Artificial Intelligence as a proportion of all permanent or contract IT jobs with a match in the Processes & Methodologies category.

Job vacancy trend for Artificial Intelligence in the East of England

Artificial Intelligence
Salary Trend in the East of England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Artificial Intelligence in the East of England.

Salary trend for Artificial Intelligence in the East of England

Artificial Intelligence
Salary Histogram in the East of England

The salary distribution of IT jobs citing Artificial Intelligence in the East of England over the 3 months to 25 June 2017.

Salary histogram for Artificial Intelligence in the East of England

Artificial Intelligence
Job Locations in the East of England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Artificial Intelligence within the East of England region over the 3 months to 25 June 2017. 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	Rank Change on Same Period Last Year	Matching Permanent IT Job Ads	Median Salary Last 3 Months	Median Salary % Change on Same Period Last Year	Live Job Vacancies
Cambridgeshire	-	100	£65,000	-	12
Bedfordshire	+22	5	£56,000	+148.88%	1
Essex	-	1	£65,000	-
Suffolk	-	1	£35,000	-
Artificial Intelligence England

Artificial Intelligence
Top 30 Co-occurring IT Skills in the East of England

For the 6 months to 25 June 2017, IT jobs citing Artificial Intelligence also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the East of England region with a requirement for Artificial Intelligence.

1	134 (92.41%)	Machine Learning
2	128 (88.28%)	Python
3	93 (64.14%)	C++
3	93 (64.14%)	Java
4	79 (54.48%)	PhD
5	76 (52.41%)	C#
6	73 (50.34%)	Algorithms
7	67 (46.21%)	Mathematics
8	55 (37.93%)	Software Engineering
9	50 (34.48%)	Physics
10	43 (29.66%)	Smart City
10	43 (29.66%)	Smart City Simulations
11	41 (28.28%)	Linux
12	40 (27.59%)	Deep Learning
13	34 (23.45%)	Computer Science

14	33 (22.76%)	MATLAB
14	33 (22.76%)	Distributed Algorithms
14	33 (22.76%)	Reinforcement Learning
15	32 (22.07%)	Multithreading
16	30 (20.69%)	C
17	25 (17.24%)	DevOps
18	24 (16.55%)	Neural Network
19	22 (15.17%)	Statistics
20	21 (14.48%)	.NET
20	21 (14.48%)	Economics
20	21 (14.48%)	Julia
20	21 (14.48%)	R
21	20 (13.79%)	ASP.NET
22	19 (13.10%)	Bayesian Methods
23	18 (12.41%)	Probabilistic Modelling

Artificial Intelligence
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
Cloud Services
Communications & Networking
Database & Business Intelligence
Development Applications
General
Job Titles
Libraries, Frameworks & Software Standards
Miscellaneous
Operating Systems
Processes & Methodologies
Programming Languages
Qualifications
System Software
Systems Management
Vendors

Application Platforms
1	5 (3.45%)	DNN
2	4 (2.76%)	Apache Spark
3	1 (0.69%)	OpenStack

Cloud Services
1	11 (7.59%)	Amazon AWS
2	4 (2.76%)	Amazon EMR
2	4 (2.76%)	Amazon Kinesis
3	3 (2.07%)	Cloud Computing

Communications & Networking
1	10 (6.90%)	TCP/IP
2	2 (1.38%)	SMS
3	1 (0.69%)	DHCP
3	1 (0.69%)	DNS
3	1 (0.69%)	Network Security
3	1 (0.69%)	Wi-Fi

Database & Business Intelligence
1	7 (4.83%)	Big Data
2	5 (3.45%)	Hadoop
3	4 (2.76%)	Amazon Redshift
3	4 (2.76%)	Apache Hive
3	4 (2.76%)	Impala
3	4 (2.76%)	Redis
4	2 (1.38%)	Data Mining
5	1 (0.69%)	Apache Cassandra
5	1 (0.69%)	CouchDB
5	1 (0.69%)	HBase
5	1 (0.69%)	MariaDB
5	1 (0.69%)	MongoDB
5	1 (0.69%)	MySQL
5	1 (0.69%)	Neo4j
5	1 (0.69%)	PostgreSQL
5	1 (0.69%)	Relational Database
5	1 (0.69%)	SQL Server

Development Applications
1	11 (7.59%)	Cucumber
1	11 (7.59%)	JIRA
1	11 (7.59%)	Selenium
2	6 (4.14%)	Git (software)
3	1 (0.69%)	Jenkins
3	1 (0.69%)	Maven
3	1 (0.69%)	TeamCity

General
1	9 (6.21%)	Games
2	1 (0.69%)	Finance

Job Titles
1	53 (36.55%)	Developer
2	48 (33.10%)	Software Developer
3	32 (22.07%)	Software Engineer
4	23 (15.86%)	Machine Learning Researcher
5	22 (15.17%)	C++ Developer
6	21 (14.48%)	DevOps Engineer
7	19 (13.10%)	C++ Software Developer
8	18 (12.41%)	Mathematical Developer
9	17 (11.72%)	Developer/Software Engineer
10	15 (10.34%)	C++ Software Engineer
11	13 (8.97%)	Java Engineer
11	13 (8.97%)	Python Developer
12	12 (8.28%)	Java Developer
12	12 (8.28%)	Machine Learning Engineer
13	11 (7.59%)	Developer in Test
14	9 (6.21%)	DevOps Systems Engineer
14	9 (6.21%)	Java Software Developer
14	9 (6.21%)	Python Software Engineer
15	8 (5.52%)	Java Software Engineer
15	8 (5.52%)	Linux/Unix DevOps

Libraries, Frameworks & Software Standards
1	21 (14.48%)	.NET
2	20 (13.79%)	ASP.NET
3	10 (6.90%)	TensorFlow
4	6 (4.14%)	Theano
4	6 (4.14%)	Unity (Game Engine)
5	5 (3.45%)	OpenCV
6	4 (2.76%)	scikit-learn
7	3 (2.07%)	Natural Language Processing
8	2 (1.38%)	HTML
8	2 (1.38%)	NumPy
9	1 (0.69%)	Autofac
9	1 (0.69%)	Backbone.js
9	1 (0.69%)	CSS
9	1 (0.69%)	D3.js
9	1 (0.69%)	jQuery
9	1 (0.69%)	Node.js
9	1 (0.69%)	POSIX
9	1 (0.69%)	REST
9	1 (0.69%)	WCF
9	1 (0.69%)	WPF

Miscellaneous
1	73 (50.34%)	Algorithms
2	43 (29.66%)	Smart City
3	34 (23.45%)	Computer Science
4	4 (2.76%)	Cyberthreat
4	4 (2.76%)	Foreign Exchange (FX)
4	4 (2.76%)	User Experience
5	3 (2.07%)	Enterprise Software
5	3 (2.07%)	Mobile App
5	3 (2.07%)	Social Media
6	2 (1.38%)	Augmented Reality
6	2 (1.38%)	Data Structures
6	2 (1.38%)	Robotics
7	1 (0.69%)	3D Graphics
7	1 (0.69%)	Data Centre
7	1 (0.69%)	e-Health
7	1 (0.69%)	Greenfield Project
7	1 (0.69%)	Grid Computing

Operating Systems
1	41 (28.28%)	Linux
2	15 (10.34%)	Windows
3	10 (6.90%)	Unix
4	4 (2.76%)	CentOS
4	4 (2.76%)	Mac OS
4	4 (2.76%)	Red Hat Enterprise Linux
5	1 (0.69%)	Windows 10

Processes & Methodologies
1	134 (92.41%)	Machine Learning
2	67 (46.21%)	Mathematics
3	55 (37.93%)	Software Engineering
4	50 (34.48%)	Physics
5	43 (29.66%)	Smart City Simulations
6	40 (27.59%)	Deep Learning
7	33 (22.76%)	Distributed Algorithms
7	33 (22.76%)	Reinforcement Learning
8	32 (22.07%)	Multithreading
9	25 (17.24%)	DevOps
10	24 (16.55%)	Neural Network
11	22 (15.17%)	Statistics
12	21 (14.48%)	Economics
13	19 (13.10%)	Bayesian Methods
14	18 (12.41%)	Probabilistic Modelling
15	17 (11.72%)	Agile Software Development
16	12 (8.28%)	Continuous Integration
17	11 (7.59%)	Exploratory Testing
17	11 (7.59%)	SDET
17	11 (7.59%)	Test Automation

Programming Languages
1	128 (88.28%)	Python
2	93 (64.14%)	C++
2	93 (64.14%)	Java
3	76 (52.41%)	C#
4	33 (22.76%)	MATLAB
5	30 (20.69%)	C
6	21 (14.48%)	Julia
6	21 (14.48%)	R
7	18 (12.41%)	SQL
8	15 (10.34%)	Perl
9	12 (8.28%)	Ruby
10	6 (4.14%)	Scala
11	4 (2.76%)	Bash Shell
12	1 (0.69%)	Fortran
12	1 (0.69%)	Go
12	1 (0.69%)	Haskell
12	1 (0.69%)	JavaScript

Qualifications
1	79 (54.48%)	PhD
2	14 (9.66%)	Degree
3	13 (8.97%)	Computer Science Degree
4	1 (0.69%)	CISSP
4	1 (0.69%)	GSEC

System Software
1	14 (9.66%)	Docker
2	4 (2.76%)	Hyper-V
3	3 (2.07%)	VMware Infrastructure
4	1 (0.69%)	KVM
4	1 (0.69%)	LXC
4	1 (0.69%)	Slurm Workload Manager
4	1 (0.69%)	Xen

Systems Management
1	13 (8.97%)	Opscode Chef
2	8 (5.52%)	Ansible
2	8 (5.52%)	Kubernetes
3	5 (3.45%)	Puppet
4	4 (2.76%)	Grafana
4	4 (2.76%)	Munin
4	4 (2.76%)	Salt
4	4 (2.76%)	ZABBIX
5	1 (0.69%)	Mesos