Period
to 19 August 2017

The following table provides summary statistics for permanent job vacancies with a requirement for Weka skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Weka over the 6 months to 19 August 2017 with a comparison to the same period in the previous 2 years.

Weka
UK
6 months to
19 Aug 2017
Same period 2016 Same period 2015
Rank 1174 1259 1278
Rank change year-on-year +85 +19 +42
Permanent jobs citing Weka 9 5 18
As % of all permanent IT jobs advertised in the UK 0.005% 0.003% 0.008%
As % of the Applications category 0.058% 0.028% 0.083%
Number of salaries quoted 9 5 17
UK median annual salary £67,500 £56,500 £85,000
Median salary % change year-on-year +19.47% -33.53% +30.77%
10th Percentile £44,150 £44,750 £51,000
90th Percentile £79,000 £75,300 £125,000
UK excluding London median annual salary £55,000 - £52,500

Weka is in the software application skills category. The next table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for software application skills.

Software Application Skills
UK
Permanent job vacancies with a requirement for software application skills 15520 18061 21760
As % of all permanent IT job vacancies advertised in the UK 8.77% 9.16% 10.01%
Number of salaries quoted 12064 14760 17193
UK median annual salary £37,500 £37,500 £36,750
Median salary % change year-on-year - +2.04% +5.00%
10th Percentile £22,250 £21,250 £21,250
90th Percentile £65,000 £65,000 £65,000
UK excluding London median annual salary £34,000 £32,500 £32,500
% change year-on-year +4.62% - -

Weka
Job Vacancy Trend

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

Job vacancy trend for Weka in the UK

Weka
Salary Trend

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

Salary trend for Weka in the UK

Weka
Salary Histogram

The salary distribution of IT jobs citing Weka over the 6 months to 19 August 2017.

Salary histogram for Weka in the UK

Weka
Top 6 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Weka within the UK over the 6 months to 19 August 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 +88 9 £67,500 +19.47%
London +31 6 £71,250 +26.11%
UK excluding London - 3 £55,000 - 1
East of England - 2 £55,000 -
North West - 1 £34,500 -
North of England - 1 £34,500 -

For the 6 months to 19 August 2017, IT jobs citing Weka 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 Weka.

1 6 (66.67%) MATLAB
1 6 (66.67%) Machine Learning
2 5 (55.56%) Python
2 5 (55.56%) SQL
2 5 (55.56%) Analytics
2 5 (55.56%) Algorithms
3 4 (44.44%) Google Cloud Platform
3 4 (44.44%) TensorFlow
3 4 (44.44%) Fraud Detection
3 4 (44.44%) Computer Vision
3 4 (44.44%) Apache Pig
3 4 (44.44%) Mahout
3 4 (44.44%) Deep Learning
3 4 (44.44%) Relational Database
3 4 (44.44%) Apache Spark
3 4 (44.44%) C++
3 4 (44.44%) Apache
3 4 (44.44%) Natural Language Processing
3 4 (44.44%) Market Research
3 4 (44.44%) Hadoop
3 4 (44.44%) Apache Hive
3 4 (44.44%) MongoDB
3 4 (44.44%) NoSQL
3 4 (44.44%) Google
4 3 (33.33%) Spring MVC
4 3 (33.33%) WebSphere
4 3 (33.33%) Java EE
4 3 (33.33%) TopLink
4 3 (33.33%) Spring
4 3 (33.33%) Maven

Weka
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 (44.44%) Apache
1 4 (44.44%) Apache Pig
1 4 (44.44%) Apache Spark
2 3 (33.33%) Apache Geronimo
2 3 (33.33%) GlassFish
2 3 (33.33%) JBoss
2 3 (33.33%) Tomcat
2 3 (33.33%) WebSphere
3 1 (11.11%) CMS
Cloud Services
1 4 (44.44%) Google Cloud Platform
Database & Business Intelligence
1 4 (44.44%) Apache Hive
1 4 (44.44%) Hadoop
1 4 (44.44%) Mahout
1 4 (44.44%) MongoDB
1 4 (44.44%) NoSQL
1 4 (44.44%) Relational Database
2 3 (33.33%) Big Data
2 3 (33.33%) CouchDB
2 3 (33.33%) MySQL
2 3 (33.33%) Neo4j
2 3 (33.33%) PostgreSQL
2 3 (33.33%) RDBMS
2 3 (33.33%) SQL Server
2 3 (33.33%) Sqoop
3 1 (11.11%) Data Mining
3 1 (11.11%) Data Warehouse
3 1 (11.11%) Power BI
3 1 (11.11%) QlikView
3 1 (11.11%) Yellowfin
Development Applications
1 3 (33.33%) Ant
1 3 (33.33%) Gradle
1 3 (33.33%) Maven
Job Titles
1 4 (44.44%) Machine Learning Engineer
2 3 (33.33%) Developer
2 3 (33.33%) J2EE Developer
2 3 (33.33%) Java Developer
2 3 (33.33%) Java/J2EE Developer
2 3 (33.33%) Oracle Developer
2 3 (33.33%) Tableau Developer
3 2 (22.22%) Data Scientist
4 1 (11.11%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 4 (44.44%) Natural Language Processing
1 4 (44.44%) TensorFlow
2 3 (33.33%) EJB
2 3 (33.33%) FreeMarker
2 3 (33.33%) Hibernate
2 3 (33.33%) J2EE
2 3 (33.33%) Java EE
2 3 (33.33%) JMS
2 3 (33.33%) JPA
2 3 (33.33%) JSP
2 3 (33.33%) REST
2 3 (33.33%) Servlets
2 3 (33.33%) SOAP
2 3 (33.33%) Spring
2 3 (33.33%) Spring MVC
2 3 (33.33%) TopLink
2 3 (33.33%) Web Services
3 2 (22.22%) D3.js
3 2 (22.22%) NumPy
4 1 (11.11%) scikit-learn
Miscellaneous
1 5 (55.56%) Algorithms
2 1 (11.11%) Analytical Skills
2 1 (11.11%) Computer Science
Operating Systems
1 3 (33.33%) Linux
Processes & Methodologies
1 6 (66.67%) Machine Learning
2 5 (55.56%) Analytics
3 4 (44.44%) Computer Vision
3 4 (44.44%) Deep Learning
3 4 (44.44%) Fraud Detection
3 4 (44.44%) Market Research
4 3 (33.33%) E-Commerce
4 3 (33.33%) MVC
4 3 (33.33%) OO
4 3 (33.33%) OOP
5 2 (22.22%) Visualisation
6 1 (11.11%) Agile Software Development
6 1 (11.11%) Content Management
6 1 (11.11%) Data Visualisation
6 1 (11.11%) Mathematics
6 1 (11.11%) Neural Network
6 1 (11.11%) Physics
6 1 (11.11%) Statistical Analysis
6 1 (11.11%) Statistics
6 1 (11.11%) Strategic Planning
Programming Languages
1 6 (66.67%) MATLAB
2 5 (55.56%) Python
2 5 (55.56%) SQL
3 4 (44.44%) C++
4 3 (33.33%) Java
4 3 (33.33%) PL/SQL
4 3 (33.33%) T-SQL
Qualifications
1 1 (11.11%) PhD
System Software
1 3 (33.33%) HDFS
Systems Management
1 1 (11.11%) Kibana
Vendors
1 4 (44.44%) Google
2 3 (33.33%) Alteryx
2 3 (33.33%) Oracle
2 3 (33.33%) Tableau