Period
to 17 November 2017

The following table provides summary statistics for permanent job vacancies advertised in England with a requirement for Mathematica skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited Mathematica over the 6 months to 17 November 2017 with a comparison to the same period in the previous 2 years.

Wolfram Mathematica
UK > England
6 months to
17 Nov 2017
Same period 2016 Same period 2015
Rank 1136 1203 1247
Rank change year-on-year +67 +44 +36
Permanent jobs citing Mathematica 15 9 31
As % of all permanent IT jobs advertised in England 0.009% 0.005% 0.015%
As % of the Applications category 0.10% 0.057% 0.15%
Number of salaries quoted 10 8 16
England median annual salary £42,500 £105,000 £48,000
Median salary % change year-on-year -59.52% +118.75% +6.67%
10th Percentile £37,500 £55,000 £32,500
90th Percentile £64,750 £114,750 £70,000
UK median annual salary £42,500 £105,000 £48,000
% change year-on-year -59.52% +118.75% +6.67%

Mathematica is in the Software Applications category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies advertised in England with a requirement for software application skills.

All Software Application Skills
England
Permanent vacancies with a requirement for software application skills 14891 15852 20661
As % of all permanent IT jobs advertised in England 8.82% 8.83% 10.02%
Number of salaries quoted 11680 13076 16652
England median annual salary £37,500 £37,500 £37,500
10th Percentile £22,000 £21,500 £21,250
90th Percentile £65,000 £65,000 £63,750
UK median annual salary £37,500 £37,500 £37,500

Mathematica
Job Vacancy Trend in England

Job postings citing Mathematica as a percentage of all IT jobs advertised in England.

Job vacancy trend for Mathematica in England

Mathematica
Salary Trend in England

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

Salary trend for Mathematica in England

Mathematica
Salary Histogram in England

The salary distribution of IT jobs citing Mathematica in England over the 6 months to 17 November 2017.

Salary histogram for Mathematica in England

Mathematica
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mathematica within the England region over the 6 months to 17 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
London +17 9 £42,500 -59.52%
South East - 5 £40,000 -
East of England - 1 - -
Mathematica
UK

For the 6 months to 17 November 2017, IT jobs citing Mathematica 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 England region with a requirement for Mathematica.

1 14 (93.33%) MATLAB
1 14 (93.33%) Mathematics
2 13 (86.67%) Python
3 12 (80.00%) C++
4 10 (66.67%) Java
4 10 (66.67%) Computer Science
5 9 (60.00%) Statistics
5 9 (60.00%) PhD
5 9 (60.00%) SAS
5 9 (60.00%) Fortran
5 9 (60.00%) C
5 9 (60.00%) SPSS
5 9 (60.00%) Retail
6 8 (53.33%) Physics
6 8 (53.33%) Big Data
7 7 (46.67%) R
8 6 (40.00%) Analytics
9 5 (33.33%) Analytical Skills
9 5 (33.33%) Hadoop
9 5 (33.33%) Actionable Insight
10 4 (26.67%) Visualisation
10 4 (26.67%) Microsoft Azure
10 4 (26.67%) Apache Spark
10 4 (26.67%) Data Visualisation
10 4 (26.67%) Apache Hive
10 4 (26.67%) Statistical Analysis
10 4 (26.67%) Teradata
10 4 (26.67%) Business Intelligence
11 3 (20.00%) Foreign Exchange (FX)
11 3 (20.00%) Legal

Mathematica
Co-occurring IT Skills in 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
1 9 (60.00%) SAS
2 4 (26.67%) Apache Spark
Applications
1 9 (60.00%) SPSS
2 2 (13.33%) GNU Octave
3 1 (6.67%) Stata
Cloud Services
1 4 (26.67%) Microsoft Azure
Database & Business Intelligence
1 8 (53.33%) Big Data
2 5 (33.33%) Hadoop
3 4 (26.67%) Apache Hive
4 1 (6.67%) Apache Accumulo
4 1 (6.67%) Apache Cassandra
4 1 (6.67%) Data Warehouse
4 1 (6.67%) MongoDB
4 1 (6.67%) Spotfire
General
1 9 (60.00%) Retail
2 3 (20.00%) Legal
3 1 (6.67%) Finance
3 1 (6.67%) French Language
3 1 (6.67%) German Language
Job Titles
1 10 (66.67%) Data Scientist
2 3 (20.00%) Developer
3 1 (6.67%) ETL Developer
3 1 (6.67%) Machine Learning Scientist
3 1 (6.67%) Quantitative Specialist
Miscellaneous
1 10 (66.67%) Computer Science
2 5 (33.33%) Analytical Skills
3 3 (20.00%) Algorithms
3 3 (20.00%) FMCG
3 3 (20.00%) Foreign Exchange (FX)
4 2 (13.33%) Derivative
5 1 (6.67%) Acoustics
5 1 (6.67%) Equities
5 1 (6.67%) Fixed Income
5 1 (6.67%) iPad
5 1 (6.67%) iPhone
5 1 (6.67%) Market Risk
Operating Systems
1 2 (13.33%) Android
1 2 (13.33%) Apple iOS
1 2 (13.33%) Windows
2 1 (6.67%) Linux
Processes & Methodologies
1 14 (93.33%) Mathematics
2 9 (60.00%) Statistics
3 8 (53.33%) Physics
4 6 (40.00%) Analytics
5 5 (33.33%) Actionable Insight
6 4 (26.67%) Business Intelligence
6 4 (26.67%) Data Visualisation
6 4 (26.67%) Statistical Analysis
6 4 (26.67%) Visualisation
7 3 (20.00%) Low Latency
7 3 (20.00%) Numerical Analysis
7 3 (20.00%) Statistical Modelling
8 2 (13.33%) Code Optimisation
8 2 (13.33%) Data Modelling
8 2 (13.33%) Kalman Filter
9 1 (6.67%) Asset Management
9 1 (6.67%) Complexity Analysis
9 1 (6.67%) ETL
9 1 (6.67%) Performance Optimisation
9 1 (6.67%) Risk Management
Programming Languages
1 14 (93.33%) MATLAB
2 13 (86.67%) Python
3 12 (80.00%) C++
4 10 (66.67%) Java
5 9 (60.00%) C
5 9 (60.00%) Fortran
6 7 (46.67%) R
7 1 (6.67%) Perl
7 1 (6.67%) PL/SQL
7 1 (6.67%) Scala
7 1 (6.67%) Shell Script
7 1 (6.67%) SQL
Qualifications
1 9 (60.00%) PhD
2 2 (13.33%) Degree
Systems Management
1 1 (6.67%) Control-M
Vendors
1 4 (26.67%) Teradata
2 2 (13.33%) Google
2 2 (13.33%) Twitter
3 1 (6.67%) Informatica
3 1 (6.67%) MicroStrategy