Period
to 11 December 2018

The table below looks at the prevalence of the term Self-Motivation in permanent job vacancies advertised in Edinburgh. Included is a benchmarking guide to the salaries offered in vacancies that have cited Self-Motivation over the 6 months to 11 December 2018 with a comparison to the same period over the previous 2 years.

Self-Motivation
Scotland > Edinburgh
6 months to
11 Dec 2018
Same period 2017 Same period 2016
Rank 106 72 76
Rank change year-on-year -34 +4 +4
Permanent jobs citing Self-Motivation 41 80 66
As % of all permanent IT jobs advertised in Edinburgh 1.62% 3.01% 2.88%
As % of the Miscellaneous category 4.11% 8.15% 8.22%
Number of salaries quoted 19 66 33
Edinburgh median annual salary £42,500 £55,000 £50,000
Median salary % change year-on-year -22.73% +10.00% +20.48%
10th Percentile £28,450 £33,125 £23,650
90th Percentile £61,250 £61,250 £63,250
Scotland median annual salary £40,000 £52,250 £45,000
% change year-on-year -23.44% +16.11% +12.50%

Self-Motivation is in the Generic IT Skills category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in Edinburgh with a requirement for generic IT skills.

All Generic IT Skills
Edinburgh
Permanent vacancies with a requirement for generic IT skills 997 982 803
As % of all permanent IT jobs advertised in Edinburgh 39.38% 36.93% 35.10%
Number of salaries quoted 623 590 518
Edinburgh median annual salary £50,000 £42,500 £45,000
Median salary % change year-on-year +17.65% -5.56% +5.88%
10th Percentile £29,050 £26,714 £28,175
90th Percentile £75,000 £66,250 £67,875
Scotland median annual salary £47,500 £44,853 £45,000
% change year-on-year +5.90% -0.33% +7.14%

Self-Motivation
Job Vacancy Trend in Edinburgh

Job postings citing Self-Motivation as a percentage of all IT jobs advertised in Edinburgh.

Job vacancy trend for Self-Motivation in Edinburgh

Self-Motivation
Salary Trend in Edinburgh

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

Salary trend for Self-Motivation in Edinburgh

Self-Motivation
Salary Histogram in Edinburgh

The salary distribution of IT jobs citing Self-Motivation in Edinburgh over the 6 months to 11 December 2018.

Salary histogram for Self-Motivation in Edinburgh

For the 6 months to 11 December 2018, IT jobs citing Self-Motivation 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 Edinburgh region with a requirement for Self-Motivation.

1 14 (34.15%) Software Engineering
2 12 (29.27%) Agile Software Development
3 10 (24.39%) Firmware
3 10 (24.39%) Electronics
3 10 (24.39%) Automotive
3 10 (24.39%) Systems Engineering
4 9 (21.95%) Scrum
4 9 (21.95%) Degree
5 8 (19.51%) JavaScript
5 8 (19.51%) CSS
6 6 (14.63%) Java
6 6 (14.63%) Finance
6 6 (14.63%) Computer Science
6 6 (14.63%) Web Development
6 6 (14.63%) Open Source
6 6 (14.63%) Customer Requirements
6 6 (14.63%) R
7 5 (12.20%) OpenCL
7 5 (12.20%) Machine Learning
7 5 (12.20%) Renesas
7 5 (12.20%) Linear Algebra
7 5 (12.20%) Clang
7 5 (12.20%) People Management
7 5 (12.20%) Vulkan
7 5 (12.20%) Computer Vision
7 5 (12.20%) Power Management
7 5 (12.20%) FMEA
7 5 (12.20%) ISO 26262
7 5 (12.20%) Schematic Capture
7 5 (12.20%) TensorFlow

Self-Motivation
Co-occurring IT Skills in Edinburgh 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 2 (4.88%) ArcGIS
2 1 (2.44%) Apache
2 1 (2.44%) Apache Pig
2 1 (2.44%) Apache Spark
2 1 (2.44%) CMS
2 1 (2.44%) MS Exchange
2 1 (2.44%) WordPress
Applications
1 1 (2.44%) Microsoft Office
Cloud Services
1 3 (7.32%) SaaS
2 2 (4.88%) Microsoft Azure
3 1 (2.44%) Amazon AWS
3 1 (2.44%) Amazon EC2
3 1 (2.44%) Amazon EMR
3 1 (2.44%) Amazon S3
3 1 (2.44%) AWS Lambda
3 1 (2.44%) Google Cloud Platform
3 1 (2.44%) Office 365
3 1 (2.44%) Serverless
Communications & Networking
1 1 (2.44%) HTTP
1 1 (2.44%) LAN
1 1 (2.44%) SAN
1 1 (2.44%) WAN
1 1 (2.44%) Wireless
Database & Business Intelligence
1 2 (4.88%) GIS
2 1 (2.44%) Amazon DynamoDB
2 1 (2.44%) Amazon RDS
2 1 (2.44%) Amazon Redshift
2 1 (2.44%) Apache Hive
2 1 (2.44%) Apache Kudu
2 1 (2.44%) Big Data
2 1 (2.44%) BigQuery
2 1 (2.44%) Data Lake
2 1 (2.44%) Hadoop
2 1 (2.44%) HBase
2 1 (2.44%) Impala
2 1 (2.44%) Looker
2 1 (2.44%) MySQL
2 1 (2.44%) NoSQL
2 1 (2.44%) Power BI
2 1 (2.44%) Presto
2 1 (2.44%) Relational Database
2 1 (2.44%) SQL Server Integration Services
2 1 (2.44%) Sqoop
Development Applications
1 5 (12.20%) Clang
2 4 (9.76%) Eclipse
3 2 (4.88%) Git (software)
4 1 (2.44%) Octopus Deploy
4 1 (2.44%) Protractor
4 1 (2.44%) Selenium
4 1 (2.44%) SoapUI
4 1 (2.44%) Subversion
4 1 (2.44%) TeamCity
4 1 (2.44%) XMLUnit
General
1 10 (24.39%) Automotive
1 10 (24.39%) Electronics
2 6 (14.63%) Finance
3 5 (12.20%) Games
4 3 (7.32%) Marketing
5 1 (2.44%) Financial Institution
5 1 (2.44%) Retail
Job Titles
1 8 (19.51%) Developer
2 5 (12.20%) Hardware Engineer
2 5 (12.20%) Principal Engineer
2 5 (12.20%) Principal Systems Engineer
2 5 (12.20%) Systems Engineer
3 4 (9.76%) Front End Developer (Client-Side Developer)
3 4 (9.76%) Senior Developer
3 4 (9.76%) Senior Front-End Developer
3 4 (9.76%) Software Engineer
4 3 (7.32%) Analyst
4 3 (7.32%) Lead Developer
5 2 (4.88%) Project Manager
5 2 (4.88%) ServiceNow Developer
5 2 (4.88%) Technical Writer
6 1 (2.44%) AWS Consultant
6 1 (2.44%) Cloud Specialist
6 1 (2.44%) Digital Executive
6 1 (2.44%) IT Analyst
6 1 (2.44%) IT Support
6 1 (2.44%) PHP Laravel Developer
Libraries, Frameworks & Software Standards
1 8 (19.51%) CSS
2 5 (12.20%) LLVM
2 5 (12.20%) OpenCL
2 5 (12.20%) TensorFlow
2 5 (12.20%) Vulkan
3 3 (7.32%) HTML
4 2 (4.88%) iOS SDK
4 2 (4.88%) XML
5 1 (2.44%) AngularJS
5 1 (2.44%) Code First Entity Framework
5 1 (2.44%) CSS3
5 1 (2.44%) Entity Framework
5 1 (2.44%) HTML5
5 1 (2.44%) JSON
5 1 (2.44%) Kafka
5 1 (2.44%) Laravel
5 1 (2.44%) Redux
5 1 (2.44%) REST
5 1 (2.44%) RESTful
5 1 (2.44%) Symfony
Miscellaneous
1 5 (12.20%) Fintech
1 5 (12.20%) GPGPU
2 3 (7.32%) Analytical Skills
3 2 (4.88%) Blog
Operating Systems
1 2 (4.88%) Apple iOS
1 2 (4.88%) Mac OS
2 1 (2.44%) Linux
2 1 (2.44%) Windows
2 1 (2.44%) Windows Server 2008
Processes & Methodologies
1 14 (34.15%) Software Engineering
2 12 (29.27%) Agile Software Development
3 10 (24.39%) Systems Engineering
4 9 (21.95%) Scrum
5 6 (14.63%) Computer Science
5 6 (14.63%) Customer Requirements
5 6 (14.63%) Open Source
5 6 (14.63%) Web Development
6 5 (12.20%) Artificial Intelligence
6 5 (12.20%) Computer Vision
6 5 (12.20%) FMEA
6 5 (12.20%) Kanban
6 5 (12.20%) Linear Algebra
6 5 (12.20%) Machine Learning
6 5 (12.20%) Parallel Programming
6 5 (12.20%) People Management
6 5 (12.20%) Power Management
6 5 (12.20%) Requirements Management
6 5 (12.20%) Schematic Capture
7 4 (9.76%) Mathematics
Programming Languages
1 8 (19.51%) JavaScript
2 6 (14.63%) Java
2 6 (14.63%) R
3 5 (12.20%) C++
3 5 (12.20%) SQL
4 2 (4.88%) Apple Swift
4 2 (4.88%) C#
4 2 (4.88%) Objective-C
5 1 (2.44%) PHP
5 1 (2.44%) Python
5 1 (2.44%) Scala
Qualifications
1 9 (21.95%) Degree
2 1 (2.44%) ISEB
2 1 (2.44%) ISTQB Foundation Certification
2 1 (2.44%) PRINCE2 Certification
Quality Assurance & Compliance
1 5 (12.20%) IEC 61508
1 5 (12.20%) ISO 26262
1 5 (12.20%) MISRA
1 5 (12.20%) MISRA C
2 2 (4.88%) QA
System Software
1 10 (24.39%) Firmware
2 2 (4.88%) Active Directory
3 1 (2.44%) Docker
3 1 (2.44%) HDFS
3 1 (2.44%) Hyper-V
Systems Management
1 1 (2.44%) Kubernetes
1 1 (2.44%) Oozie
Vendors
1 5 (12.20%) Renesas
2 2 (4.88%) Citrix
2 2 (4.88%) Microsoft
2 2 (4.88%) ServiceNow
2 2 (4.88%) Tableau
2 2 (4.88%) VMware
3 1 (2.44%) Cloudera
3 1 (2.44%) Google
3 1 (2.44%) IBM