Period
to 23 November 2017

The following table provides summary statistics for permanent job vacancies with a requirement for SysML skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SysML over the 6 months to 23 November 2017 with a comparison to the same period in the previous 2 years.

Systems Modeling Language (SysML)
UK
6 months to
23 Nov 2017
Same period 2016 Same period 2015
Rank 1098 1149 1237
Rank change year-on-year +51 +88 +16
Permanent jobs citing SysML 91 88 59
As % of all permanent IT jobs advertised in the UK 0.051% 0.046% 0.027%
As % of the Processes & Methodologies category 0.056% 0.052% 0.031%
Number of salaries quoted 55 37 42
UK median annual salary £55,000 £47,500 £51,750
Median salary % change year-on-year +15.79% -8.21% -10.00%
10th Percentile £39,350 £37,500 £37,575
90th Percentile £85,000 £60,000 £75,613
UK excluding London median annual salary £52,750 £47,500 £51,750
% change year-on-year +11.05% -8.21% -13.75%

SysML is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for process or methodology skills.

All Process and Methodology Skills
UK
Permanent vacancies with a requirement for process or methodology skills 161952 169683 193148
As % of all permanent IT jobs advertised in the UK 89.90% 89.39% 88.81%
Number of salaries quoted 127936 140934 159138
UK median annual salary £50,000 £49,500 £47,500
Median salary % change year-on-year +1.01% +4.21% +5.56%
10th Percentile £28,750 £28,000 £27,500
90th Percentile £80,000 £79,350 £77,500
UK excluding London median annual salary £44,000 £42,500 £42,500
% change year-on-year +3.53% - +6.25%

SysML
Job Vacancy Trend

Job postings citing SysML as a percentage of all IT jobs advertised.

Job vacancy trend for SysML in the UK

SysML
Salary Trend

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

Salary trend for SysML in the UK

SysML
Salary Histogram

The salary distribution of IT jobs citing SysML over the 6 months to 23 November 2017.

Salary histogram for SysML in the UK

SysML
Top 10 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SysML within the UK over the 6 months to 23 November 2017. 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
England +53 89 £55,000 +15.79% 6
UK excluding London +46 76 £52,750 +11.05% 6
South West +16 38 £52,250 +4.50% 2
Midlands +38 15 £52,500 +19.32% 1
South East +21 15 £60,000 +41.18% 2
London +10 14 £80,000 +77.78%
West Midlands +26 12 £52,500 +19.32% 1
East of England - 7 £51,250 - 1
East Midlands - 3 - -
Wales - 1 £58,000 -

For the 6 months to 23 November 2017, IT jobs citing SysML also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads with a requirement for SysML.

1 76 (83.52%) UML
2 44 (48.35%) Degree
3 43 (47.25%) Agile Software Development
4 38 (41.76%) Security Cleared
5 34 (37.36%) C
6 32 (35.16%) MODAF
7 31 (34.07%) Software Engineering
7 31 (34.07%) SC Cleared
8 30 (32.97%) TOGAF
9 25 (27.47%) Requirements Management
10 23 (25.27%) Project Management
11 20 (21.98%) C++
12 19 (20.88%) Java
12 19 (20.88%) Rational DOORS
12 19 (20.88%) Rational Rhapsody
13 18 (19.78%) ITIL
13 18 (19.78%) MATLAB
14 16 (17.58%) Electronics
15 15 (16.48%) Scrum
16 14 (15.38%) Linux
16 14 (15.38%) Test Automation
17 13 (14.29%) Test Strategy
17 13 (14.29%) Simulink
17 13 (14.29%) Windows
17 13 (14.29%) Technical Architecture
18 12 (13.19%) Mathematics
18 12 (13.19%) Systems Analysis
18 12 (13.19%) Management Information System
18 12 (13.19%) Firmware
18 12 (13.19%) DV Cleared

SysML
Co-occurring IT Skills 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 4 (4.40%) Tomcat
Applications
1 13 (14.29%) Simulink
2 3 (3.30%) Microsoft Office
3 2 (2.20%) Mathcad
4 1 (1.10%) CATIA
4 1 (1.10%) Microsoft Excel
4 1 (1.10%) MS Visio
4 1 (1.10%) Solid Edge
Cloud Services
1 10 (10.99%) Amazon AWS
1 10 (10.99%) Amazon S3
2 1 (1.10%) Cloud Computing
2 1 (1.10%) SaaS
Communications & Networking
1 8 (8.79%) Wireless
2 4 (4.40%) SNMP
3 2 (2.20%) TCP/IP
4 1 (1.10%) 802.11
4 1 (1.10%) Bluetooth
4 1 (1.10%) DHCP
4 1 (1.10%) DNS
4 1 (1.10%) Ethernet
4 1 (1.10%) Wi-Fi
Database & Business Intelligence
1 10 (10.99%) Hadoop
2 8 (8.79%) Blockchain
3 7 (7.69%) NoSQL
4 6 (6.59%) Geospatial Data
5 4 (4.40%) MySQL
Development Applications
1 19 (20.88%) Rational DOORS
1 19 (20.88%) Rational Rhapsody
2 6 (6.59%) Subversion
3 4 (4.40%) Eclipse
4 1 (1.10%) CANoe
4 1 (1.10%) LabVIEW
General
1 16 (17.58%) Electronics
2 9 (9.89%) Finance
3 8 (8.79%) Banking
4 6 (6.59%) Aerospace
5 5 (5.49%) Automotive
6 4 (4.40%) Financial Institution
7 3 (3.30%) Manufacturing
8 2 (2.20%) Military
9 1 (1.10%) Marketing
9 1 (1.10%) Telecoms
Job Titles
1 32 (35.16%) Architect
2 20 (21.98%) Systems Engineer
3 18 (19.78%) Consultant
4 16 (17.58%) Software Engineer
5 12 (13.19%) Systems Architect
6 10 (10.99%) Senior Consultant
7 7 (7.69%) Solutions Architect
8 6 (6.59%) Senior Systems Engineer
9 5 (5.49%) Analyst
9 5 (5.49%) Software Architect
9 5 (5.49%) Systems Analyst
9 5 (5.49%) Technical Architect
9 5 (5.49%) UML Analyst
9 5 (5.49%) UML Systems Analyst
10 4 (4.40%) Cloud Architect
10 4 (4.40%) Data Architect
10 4 (4.40%) Digital Architect
10 4 (4.40%) Embedded Engineer
10 4 (4.40%) MATLAB Engineer
10 4 (4.40%) UML Modeller
Libraries, Frameworks & Software Standards
1 11 (12.09%) XML
2 9 (9.89%) Middleware
3 7 (7.69%) Java EE
4 6 (6.59%) Hibernate
4 6 (6.59%) JPA
5 4 (4.40%) Boost C++ Libraries
5 4 (4.40%) HTML
5 4 (4.40%) jQuery
5 4 (4.40%) STL
5 4 (4.40%) XHTML
6 2 (2.20%) JSF
6 2 (2.20%) Web Services
7 1 (1.10%) 802.1X
7 1 (1.10%) CSS
7 1 (1.10%) Spring
Miscellaneous
1 12 (13.19%) Management Information System
2 10 (10.99%) Analytical Skills
3 9 (9.89%) Algorithms
4 8 (8.79%) Enterprise Software
5 7 (7.69%) Client/Server
6 6 (6.59%) Computer Science
6 6 (6.59%) Fintech
7 3 (3.30%) Field-Programmable Gate Array
8 2 (2.20%) Acoustics
8 2 (2.20%) Embedded Systems
Operating Systems
1 14 (15.38%) Linux
2 13 (14.29%) Windows
3 6 (6.59%) Unix
4 1 (1.10%) Android
4 1 (1.10%) Apple iOS
4 1 (1.10%) ThreadX
Processes & Methodologies
1 76 (83.52%) UML
2 43 (47.25%) Agile Software Development
3 32 (35.16%) MODAF
4 31 (34.07%) Software Engineering
5 30 (32.97%) TOGAF
6 25 (27.47%) Requirements Management
7 23 (25.27%) Project Management
8 18 (19.78%) ITIL
9 15 (16.48%) Scrum
10 14 (15.38%) Test Automation
11 13 (14.29%) Technical Architecture
11 13 (14.29%) Test Strategy
12 12 (13.19%) Mathematics
12 12 (13.19%) Systems Analysis
13 11 (12.09%) SDLC
14 10 (10.99%) Software Architecture
15 9 (9.89%) Change Management
15 9 (9.89%) Continuous Integration
16 8 (8.79%) Regression Testing
16 8 (8.79%) TDD
Programming Languages
1 34 (37.36%) C
2 20 (21.98%) C++
3 19 (20.88%) Java
4 18 (19.78%) MATLAB
5 11 (12.09%) SQL
6 6 (6.59%) Ada
7 4 (4.40%) C#
7 4 (4.40%) Python
8 2 (2.20%) Embedded C
9 1 (1.10%) Embedded C++
9 1 (1.10%) Fortran
9 1 (1.10%) VB
Qualifications
1 44 (48.35%) Degree
2 38 (41.76%) Security Cleared
3 31 (34.07%) SC Cleared
4 12 (13.19%) DV Cleared
5 2 (2.20%) Computer Science Degree
6 1 (1.10%) BC Cleared
6 1 (1.10%) Chartered Engineer
6 1 (1.10%) Master's Degree
Quality Assurance & Compliance
1 8 (8.79%) IEC 61508
1 8 (8.79%) IEC 62304
1 8 (8.79%) QA
2 6 (6.59%) DO-178B
2 6 (6.59%) ISO/IEC 27002 (supersedes ISO/IEC 17799)
3 4 (4.40%) MISRA
4 3 (3.30%) MISRA C
5 2 (2.20%) Def Stans
5 2 (2.20%) ISO/IEC 12207
5 2 (2.20%) ISO/IEC 15288
6 1 (1.10%) ARP4754
6 1 (1.10%) ARP4761
6 1 (1.10%) DO-254
6 1 (1.10%) ISO 26262
6 1 (1.10%) PCI DSS
System Software
1 12 (13.19%) Firmware
Systems Management
1 2 (2.20%) HP Quality Center
Vendors
1 4 (4.40%) Microsoft
2 3 (3.30%) IBM
3 2 (2.20%) HP
4 1 (1.10%) ANSYS
4 1 (1.10%) Citrix
4 1 (1.10%) Green Hills
4 1 (1.10%) MathWorks
4 1 (1.10%) Mentor Graphics
4 1 (1.10%) PTC
4 1 (1.10%) QNX