The table below looks at the statistics for SciPy skills in IT jobs advertised for the England region. Included is a guide to the average salaries offered in IT jobs that have cited SciPy over the 3 months to 27 March 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
27 Mar 2015
Same period 2014 Same period 2013
SciPy
Rank 801 827 860
Rank change year-on-year
+26 +33
Permanent jobs citing SciPy 51 36 3
As % of all permanent IT jobs located in England 0.051% 0.035% 0.003%
As % of the Libraries, Frameworks & Software Standards category 0.14% 0.085% 0.007%
Number of salaries quoted 41 29 1
Average salary £70,000 £55,000 £50,000
Average salary % change year-on-year
+27.27% +10.00%
UK excluding London average salary - £35,000 -
SciPy
UK

The following table is for comparison with the above and provides statistics for the entire Libraries, Frameworks & Software Standards category in permanent jobs advertised in the England region.

Libraries, Frameworks & Software Standards Category
England
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
37765 42495 41611
As % of all permanent IT jobs located in England 37.64% 40.78% 40.69%
Number of salaries quoted 32451 35748 36673
Average salary £45,000 £42,500 £40,000
Average salary % change year-on-year
+5.88% +6.25%
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £65,000 £60,000 £62,500
UK excluding London average salary £40,000 £40,000 £37,500
% change year-on-year
- +6.66%

SciPy
Jobs Demand Trend in England

This chart provides a 3-month moving total of permanent IT jobs citing SciPy across the England region as a proportion of the total demand within the Libraries, Frameworks & Software Standards category.

SciPy Jobs Demand Trend in England

SciPy
Salary Trend in England

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

SciPy Salary Trend in England

SciPy
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing SciPy across the England region over the 3 months to 27 March 2015.

SciPy Salary Histogram in England

SciPy
Job Locations in England

The table below looks at the demand and provides a guide to the average salaries quoted in IT jobs citing SciPy within the England region over the 3 months to 27 March 2015. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location
(Use links below to see detailed
statistics and historical trends)
Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Average Salary
Last 3 Months
Average Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +56 51 £70,000 +27.27% 7
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 27 March 2015, IT jobs across the England region citing SciPy also mentioned the following IT skills in order of popularity. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited SciPy.

1 88 (100.00%) Python
2 81 (92.05%) Pandas
3 58 (65.91%) Analytics
4 57 (64.77%) SQL
5 56 (63.64%) D3.js
6 55 (62.50%) NumPy
7 54 (61.36%) Agile Software Development
8 50 (56.82%) Visualisation
9 48 (54.55%) Unit Testing
9 48 (54.55%) Continuous Integration
10 46 (52.27%) Git (software)
11 41 (46.59%) MongoDB
12 39 (44.32%) VBA
12 39 (44.32%) Finance
13 37 (42.05%) R
14 35 (39.77%) Hedge funds
14 35 (39.77%) Statistical Analysis
15 34 (38.64%) Amazon AWS
15 34 (38.64%) Time Series Analysis
16 33 (37.50%) Analytical Skills
16 33 (37.50%) scikit-learn
16 33 (37.50%) Bash Shell
17 32 (36.36%) Data Visualisation
17 32 (36.36%) Mahout
17 32 (36.36%) Apache Hive
17 32 (36.36%) Hadoop
17 32 (36.36%) PostgreSQL
17 32 (36.36%) Impala
17 32 (36.36%) Apache Pig
18 31 (35.23%) Jenkins

SciPy
Top Related IT Skills in England by Category

For the 6 months to 27 March 2015, IT jobs across the England region citing SciPy also mentioned the following IT skills grouped by category. The figures indicate the number of jobs and their proportion against the total number of IT job ads sampled that cited SciPy. Up to 20 skills are shown per category.

Application Platforms
1 32 (36.36%) Apache Pig
Applications
1 2 (2.27%) Mathematica
2 1 (1.14%) Weka
Business Applications
1 8 (9.09%) Google Analytics
Cloud Services
1 34 (38.64%) Amazon AWS
2 31 (35.23%) Amazon EC2
2 31 (35.23%) Amazon S3
2 31 (35.23%) Amazon EMR
3 3 (3.41%) Heroku
4 1 (1.14%) PaaS
Database & Business Intelligence
1 41 (46.59%) MongoDB
2 32 (36.36%) Hadoop
2 32 (36.36%) Apache Hive
2 32 (36.36%) PostgreSQL
2 32 (36.36%) Mahout
2 32 (36.36%) Impala
3 27 (30.68%) NoSQL
4 10 (11.36%) Big Data
5 8 (9.09%) Spotfire
5 8 (9.09%) QlikView
6 7 (7.95%) Data Mining
7 4 (4.55%) SQL Server Analysis Services
8 1 (1.14%) KDB
Development Applications
1 46 (52.27%) Git (software)
2 31 (35.23%) Jenkins
2 31 (35.23%) Yeoman
3 11 (12.50%) Mercurial
4 2 (2.27%) Trac
4 2 (2.27%) LabVIEW
4 2 (2.27%) Bugzilla
4 2 (2.27%) Subversion
5 1 (1.14%) Maven
General
1 39 (44.32%) Finance
2 20 (22.73%) Retail
2 20 (22.73%) Telecoms
3 15 (17.05%) Front Office
4 11 (12.50%) Marketing
5 8 (9.09%) Back Office
6 4 (4.55%) Advertising
7 3 (3.41%) Banking
7 3 (3.41%) Investment Banking
8 2 (2.27%) Law
Job Titles
1 42 (47.73%) Developer
2 31 (35.23%) Data Scientist
3 29 (32.95%) Python Developer
4 20 (22.73%) Analyst
5 12 (13.64%) Data Analyst
6 11 (12.50%) Quantitative Developer
7 9 (10.23%) Senior Analyst
8 8 (9.09%) Business Intelligence Analyst
9 7 (7.95%) Senior Business Intelligence Analyst
10 6 (6.82%) AWS Developer
11 4 (4.55%) Data Analytics Consultant
11 4 (4.55%) Data Consultant
11 4 (4.55%) Junior Python Developer
11 4 (4.55%) Junior Developer
11 4 (4.55%) Consultant
11 4 (4.55%) Business Analyst
11 4 (4.55%) Junior
12 3 (3.41%) Senior Business Analyst
13 2 (2.27%) Senior Data Analyst
13 2 (2.27%) Chief Technology Officer
Libraries, Frameworks & Software Standards
1 81 (92.05%) Pandas
2 56 (63.64%) D3.js
3 55 (62.50%) NumPy
4 33 (37.50%) scikit-learn
5 31 (35.23%) Natural Language Processing
5 31 (35.23%) Cascalog
6 26 (29.55%) Matplotlib
7 16 (18.18%) Highcharts JS
8 11 (12.50%) Pyramid
9 4 (4.55%) HTML
10 2 (2.27%) CSS
10 2 (2.27%) OpenMP
10 2 (2.27%) Boost C++ Libraries
10 2 (2.27%) OpenCV
10 2 (2.27%) AngularJS
11 1 (1.14%) Esper
Miscellaneous
1 50 (56.82%) Visualisation
2 35 (39.77%) Hedge funds
3 33 (37.50%) Analytical Skills
4 29 (32.95%) Computer Science
5 23 (26.14%) Open Source
6 6 (6.82%) Equities
7 5 (5.68%) Physics
7 5 (5.68%) Algorithms
8 4 (4.55%) Statistics
8 4 (4.55%) Mathematics
9 2 (2.27%) Grid Computing
9 2 (2.27%) GPGPU
10 1 (1.14%) Market Risk
10 1 (1.14%) Management Information System
10 1 (1.14%) Economics
10 1 (1.14%) Biotechnology
Operating Systems
1 23 (26.14%) Linux
2 20 (22.73%) Windows
3 1 (1.14%) Debian
3 1 (1.14%) Ubuntu
Processes & Methodologies
1 58 (65.91%) Analytics
2 54 (61.36%) Agile Software Development
3 48 (54.55%) Unit Testing
3 48 (54.55%) Continuous Integration
4 35 (39.77%) Statistical Analysis
5 34 (38.64%) Time Series Analysis
6 32 (36.36%) Data Visualisation
7 31 (35.23%) User Stories
7 31 (35.23%) Data Munging
8 22 (25.00%) Coaching
8 22 (25.00%) Use Case
9 21 (23.86%) Web Development
10 20 (22.73%) Software Engineering
11 18 (20.45%) TDD
11 18 (20.45%) Data Analytics
12 17 (19.32%) Refactoring
12 17 (19.32%) Data Analysis
12 17 (19.32%) BDD
13 11 (12.50%) OO
13 11 (12.50%) Business Analysis
Programming Languages
1 88 (100.00%) Python
2 57 (64.77%) SQL
3 39 (44.32%) VBA
4 37 (42.05%) R
5 33 (37.50%) Bash Shell
6 31 (35.23%) Clojure
7 24 (27.27%) JavaScript
8 20 (22.73%) C++
9 19 (21.59%) Java
10 8 (9.09%) C#
11 4 (4.55%) C
12 3 (3.41%) MATLAB
13 2 (2.27%) Perl
Qualifications
1 24 (27.27%) PhD
2 11 (12.50%) Degree
2 11 (12.50%) Security Cleared
3 2 (2.27%) Postgraduate
3 2 (2.27%) SC Cleared
Quality Assurance & Compliance
1 2 (2.27%) SLA
System Software
1 31 (35.23%) VirtualBox
Systems Management
1 31 (35.23%) Vagrant
Vendors
1 12 (13.64%) Oracle
2 9 (10.23%) Tableau
3 8 (9.09%) Google
4 2 (2.27%) Intel
London
Harnham
Salary: £55000 - £65000 per annum + Benefits
Posted: 2 days ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 2 days ago
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 2 days ago
City, London
Verticality Ltd
Salary: £40000 - £55000 per annum, Benefits Plus benefits
Posted: 2 days ago
City, London
Salt
Salary: £38000 - £40000 per annum
Posted: 5 days ago
City, London
Intelletect
Salary: From £45,000 to £70,000 per annum
Posted: 6 days ago
North London
Quant Capital
Salary: Up to £70,000 per annum
Posted: 6 days ago