Period
to 22 May 2018

The following table provides summary statistics for permanent job vacancies advertised in London with a requirement for MATLAB skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited MATLAB over the 6 months to 22 May 2018 with a comparison to the same period in the previous 2 years.

MathWorks MATLAB
England > London
6 months to
22 May 2018
Same period 2017 Same period 2016
Rank 499 607 564
Rank change year-on-year +108 -43 +65
Permanent jobs citing MATLAB 351 217 359
As % of all permanent IT jobs advertised in London 0.51% 0.32% 0.44%
As % of the Programming Languages category 0.91% 0.57% 0.80%
Number of salaries quoted 303 189 339
London median annual salary £62,500 £60,000 £62,500
Median salary % change year-on-year +4.17% -4.00% +13.64%
10th Percentile £41,500 £33,000 £37,500
90th Percentile £110,000 £103,750 £100,500
England median annual salary £50,000 £44,500 £52,500
% change year-on-year +12.36% -15.24% +16.67%

MATLAB is in the Programming Languages category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in London with a requirement for coding skills.

All Programming Languages
London
Permanent vacancies with a requirement for coding skills 38,615 37,764 44,613
As % of all permanent IT jobs advertised in London 56.03% 55.36% 54.19%
Number of salaries quoted 31,919 32,285 39,255
London median annual salary £60,000 £60,000 £55,000
Median salary % change year-on-year - +9.09% -
10th Percentile £37,500 £35,000 £35,000
90th Percentile £92,500 £90,000 £85,000
England median annual salary £50,000 £47,500 £47,500
% change year-on-year +5.26% - +5.56%

MATLAB
Job Vacancy Trend in London

Job postings citing MATLAB as a percentage of all IT jobs advertised in London.

Job vacancy trend for MATLAB in London

MATLAB
Salary Trend in London

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing MATLAB in London.

Salary trend for MATLAB in London

MATLAB
Salary Histogram in London

The salary distribution of IT jobs citing MATLAB in London over the 6 months to 22 May 2018.

Salary histogram for MATLAB in London

MATLAB
Job Locations in London

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing MATLAB within the London region over the 6 months to 22 May 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
Central London -5 54 £80,000 +23.08% 5
West London +10 8 £40,000 - 4
East London +9 2 £110,000 +120.00% 2
South London - 1 £40,000 -
MATLAB
England

For the 6 months to 22 May 2018, IT jobs citing MATLAB also mentioned the following skills in order of popularity. The figures indicate the absolute number co-occurrences and as a proportion of all permanent job ads across the London region with a requirement for MATLAB.

1 253 (72.08%) Python
2 218 (62.11%) R
3 181 (51.57%) SQL
4 166 (47.29%) Data Science
5 154 (43.87%) C++
6 149 (42.45%) Machine Learning
7 142 (40.46%) Java
8 140 (39.89%) Finance
8 140 (39.89%) Analytics
9 134 (38.18%) Mathematics
10 123 (35.04%) Big Data
11 122 (34.76%) Algorithms
12 105 (29.91%) Degree
13 101 (28.77%) Computer Science
14 92 (26.21%) Analytical Skills
15 87 (24.79%) PhD
16 81 (23.08%) Apache Spark
17 74 (21.08%) Artificial Intelligence
18 72 (20.51%) Hadoop
19 69 (19.66%) Statistics
20 67 (19.09%) Problem-Solving
21 65 (18.52%) C#
22 60 (17.09%) Scala
23 59 (16.81%) Neural Network
24 51 (14.53%) Natural Language Processing
25 48 (13.68%) Microsoft Azure
25 48 (13.68%) Banking
26 47 (13.39%) Fintech
27 45 (12.82%) Bayesian Methods
27 45 (12.82%) Software Engineering

MATLAB
Co-occurring IT Skills in 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 81 (23.08%) Apache Spark
2 32 (9.12%) SAS
3 4 (1.14%) Apache
4 3 (0.85%) Apache Pig
5 2 (0.57%) Tomcat
6 1 (0.28%) Jupyter
Applications
1 44 (12.54%) Microsoft Excel
2 12 (3.42%) SPSS
3 6 (1.71%) Mathematica
4 4 (1.14%) Spreadsheet
5 3 (0.85%) Microsoft Office
6 1 (0.28%) GNU Octave
6 1 (0.28%) Microsoft PowerPoint
6 1 (0.28%) Simulink
6 1 (0.28%) Weka
Business Applications
1 5 (1.42%) Dynamics CRM
2 4 (1.14%) SAP Forecasting and Replenishment
2 4 (1.14%) SAP Retail
3 1 (0.28%) FINCAD Analytics
Cloud Services
1 48 (13.68%) Microsoft Azure
2 29 (8.26%) Amazon AWS
3 15 (4.27%) Adobe Analytics
3 15 (4.27%) Google Analytics
4 14 (3.99%) AdWords
5 8 (2.28%) SaaS
6 5 (1.42%) Google Cloud Platform
7 3 (0.85%) Amazon EC2
7 3 (0.85%) Azure Data Factory
8 1 (0.28%) Amazon EMR
8 1 (0.28%) Cloud Computing
Communications & Networking
1 6 (1.71%) Internet
1 6 (1.71%) SMS
2 5 (1.42%) VoIP
2 5 (1.42%) Wireless
3 3 (0.85%) DVB
4 2 (0.57%) GPRS
4 2 (0.57%) GSM
4 2 (0.57%) LTE
4 2 (0.57%) Radio Access Network
4 2 (0.57%) UMTS
Database & Business Intelligence
1 123 (35.04%) Big Data
2 72 (20.51%) Hadoop
3 39 (11.11%) Data Mining
3 39 (11.11%) NoSQL
4 34 (9.69%) Apache Hive
4 34 (9.69%) SQL Server
5 31 (8.83%) MySQL
6 30 (8.55%) MongoDB
7 29 (8.26%) Data Warehouse
8 23 (6.55%) Relational Database
9 20 (5.70%) PostgreSQL
10 16 (4.56%) Apache Cassandra
10 16 (4.56%) Spotfire
11 13 (3.70%) Power BI
12 11 (3.13%) SQL Server Integration Services
12 11 (3.13%) SQL Server Reporting Services
13 10 (2.85%) RDBMS
14 9 (2.56%) HBase
14 9 (2.56%) QlikView
15 8 (2.28%) OLAP
Development Applications
1 22 (6.27%) Visual Studio
2 20 (5.70%) NUnit
3 13 (3.70%) Git (software)
4 4 (1.14%) Visual Studio Team System
5 3 (0.85%) CMake
6 2 (0.57%) CircleCI
6 2 (0.57%) Jenkins
6 2 (0.57%) Mercurial
6 2 (0.57%) Xcode
7 1 (0.28%) Sonatype Nexus
7 1 (0.28%) Subversion
General
1 140 (39.89%) Finance
2 48 (13.68%) Banking
3 31 (8.83%) Front Office
4 29 (8.26%) Investment Banking
5 22 (6.27%) Marketing
6 20 (5.70%) Financial Institution
6 20 (5.70%) Publishing
7 19 (5.41%) Retail
8 12 (3.42%) Telecoms
9 10 (2.85%) Advertising
10 7 (1.99%) Electronics
11 5 (1.42%) Manufacturing
12 4 (1.14%) Russian Language
13 3 (0.85%) Games
14 2 (0.57%) Back Office
15 1 (0.28%) Brand Awareness
15 1 (0.28%) Retail Banking
Job Titles
1 85 (24.22%) Data Scientist
2 64 (18.23%) Analyst
2 64 (18.23%) Developer
3 34 (9.69%) Senior Data Scientist
4 29 (8.26%) Qualitative Analyst
4 29 (8.26%) Quantitative Analyst
5 27 (7.69%) .NET Developer
6 22 (6.27%) Data Engineer
7 17 (4.84%) Machine Learning Scientist
7 17 (4.84%) Python Engineer
8 16 (4.56%) Junior
8 16 (4.56%) Software Engineer
9 14 (3.99%) Quantitative Developer
9 14 (3.99%) Web Analyst
10 13 (3.70%) C# Developer
10 13 (3.70%) Data Science Manager
10 13 (3.70%) Senior Analyst
11 11 (3.13%) Research Engineer
12 10 (2.85%) Head of Data Science
13 9 (2.56%) Research Scientist
Libraries, Frameworks & Software Standards
1 51 (14.53%) Natural Language Processing
2 41 (11.68%) .NET
3 25 (7.12%) CSS
4 23 (6.55%) HTML
5 20 (5.70%) Entity Framework
5 20 (5.70%) NumPy
5 20 (5.70%) WCF
5 20 (5.70%) WinForms
5 20 (5.70%) WPF
6 19 (5.41%) XML
7 18 (5.13%) Kafka
7 18 (5.13%) Pandas
7 18 (5.13%) scikit-learn
8 17 (4.84%) .NET Framework
9 15 (4.27%) ASP.NET
10 13 (3.70%) Matplotlib
10 13 (3.70%) SciPy
11 9 (2.56%) AngularJS
11 9 (2.56%) HTML5
12 8 (2.28%) Middleware
Miscellaneous
1 122 (34.76%) Algorithms
2 101 (28.77%) Computer Science
3 92 (26.21%) Analytical Skills
4 47 (13.39%) Fintech
5 34 (9.69%) Hedge funds
6 26 (7.41%) Equities
7 24 (6.84%) Foreign Exchange (FX)
8 23 (6.55%) User Experience
9 17 (4.84%) Social Media
10 15 (4.27%) Market Risk
11 14 (3.99%) Derivative
11 14 (3.99%) Exotic Derivative
12 12 (3.42%) Credit Risk
13 11 (3.13%) Cyberthreat
14 9 (2.56%) Data Structures
15 8 (2.28%) Fixed Income
15 8 (2.28%) Greenfield Project
16 5 (1.42%) Blog
16 5 (1.42%) Digital Media
17 4 (1.14%) Enterprise Software
Operating Systems
1 23 (6.55%) Linux
2 21 (5.98%) Unix
3 3 (0.85%) Windows
4 2 (0.57%) Android
4 2 (0.57%) Apple iOS
5 1 (0.28%) CentOS
Processes & Methodologies
1 166 (47.29%) Data Science
2 149 (42.45%) Machine Learning
3 140 (39.89%) Analytics
4 134 (38.18%) Mathematics
5 74 (21.08%) Artificial Intelligence
6 69 (19.66%) Statistics
7 67 (19.09%) Problem-Solving
8 59 (16.81%) Neural Network
9 45 (12.82%) Bayesian Methods
9 45 (12.82%) Software Engineering
10 44 (12.54%) Physics
11 39 (11.11%) Predictive Modelling
12 37 (10.54%) Business Intelligence
12 37 (10.54%) Visualisation
13 34 (9.69%) Data Analytics
14 32 (9.12%) Data Analysis
15 31 (8.83%) Logistic Regression
16 30 (8.55%) Decision-Making
16 30 (8.55%) Risk Management
16 30 (8.55%) Statistical Modelling
Programming Languages
1 253 (72.08%) Python
2 218 (62.11%) R
3 181 (51.57%) SQL
4 154 (43.87%) C++
5 142 (40.46%) Java
6 65 (18.52%) C#
7 60 (17.09%) Scala
8 36 (10.26%) C
9 31 (8.83%) VBA
10 25 (7.12%) JavaScript
11 19 (5.41%) Perl
12 17 (4.84%) VB.NET
13 12 (3.42%) HiveQL
13 12 (3.42%) VB
14 9 (2.56%) PHP
15 8 (2.28%) F#
15 8 (2.28%) Fortran
16 7 (1.99%) Java 8
17 6 (1.71%) Microsoft R
18 4 (1.14%) Data Analysis Expressions (DAX)
Qualifications
1 105 (29.91%) Degree
2 87 (24.79%) PhD
3 29 (8.26%) Master's Degree
4 16 (4.56%) Numerate Degree
5 6 (1.71%) TOGAF Certification
6 4 (1.14%) Computer Science Degree
7 2 (0.57%) CFA
Quality Assurance & Compliance
1 11 (3.13%) MiFID
2 10 (2.85%) Dodd-Frank
3 9 (2.56%) EMIR
4 4 (1.14%) QA
5 3 (0.85%) Data Quality
6 1 (0.28%) IFRS
6 1 (0.28%) IFRS 9
System Software
1 13 (3.70%) Docker
2 12 (3.42%) HDFS
Systems Management
1 2 (0.57%) Ansible
2 1 (0.28%) Opscode Chef
Vendors
1 43 (12.25%) Tableau
2 33 (9.40%) Google
3 20 (5.70%) Telerik
4 15 (4.27%) Adobe
5 14 (3.99%) Omniture
6 13 (3.70%) Cloudera
7 12 (3.42%) WorldPay
8 9 (2.56%) Microsoft
8 9 (2.56%) SAP
9 7 (1.99%) Oracle
9 7 (1.99%) Teradata
10 5 (1.42%) Alteryx
10 5 (1.42%) Sandvine
10 5 (1.42%) Splunk
11 4 (1.14%) CA
11 4 (1.14%) Cadence
11 4 (1.14%) Retek
11 4 (1.14%) Salesforce.com
12 3 (0.85%) Capita
13 2 (0.57%) MicroStrategy