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 22 May 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 May 2015
Same period 2014 Same period 2013
SciPy
Rank 793 829 852
Rank change year-on-year
+36 +23
Permanent jobs citing SciPy 61 60 4
As % of all permanent IT jobs located in England 0.061% 0.055% 0.004%
As % of the Libraries, Frameworks & Software Standards category 0.16% 0.14% 0.010%
Number of salaries quoted 47 52 0
Average salary £80,000 £60,000 -
Average salary % change year-on-year
+33.33% -
UK excluding London average salary £29,000 £32,500 -
% change year-on-year
-10.76% -
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
37999 44097 41446
As % of all permanent IT jobs located in England 38.13% 40.21% 40.70%
Number of salaries quoted 32733 37877 36385
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 £28,000
10% offered a salary of more than £65,000 £60,000 £65,000
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 22 May 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 22 May 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 +45 56 £80,000 +23.07% 7
South West - 5 £29,000 - 1
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 22 May 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 95 (98.96%) Python
2 87 (90.63%) Pandas
3 71 (73.96%) SQL
4 63 (65.63%) D3.js
4 63 (65.63%) Analytics
5 60 (62.50%) NumPy
6 55 (57.29%) Visualisation
7 54 (56.25%) Continuous Integration
7 54 (56.25%) Agile Software Development
8 53 (55.21%) Unit Testing
9 52 (54.17%) MongoDB
10 51 (53.13%) Git (software)
11 45 (46.88%) R
12 44 (45.83%) VBA
13 43 (44.79%) Statistical Analysis
14 40 (41.67%) Analytical Skills
15 39 (40.63%) Finance
16 37 (38.54%) Amazon AWS
16 37 (38.54%) Hadoop
17 36 (37.50%) Hedge funds
17 36 (37.50%) Apache Hive
17 36 (37.50%) Apache Pig
17 36 (37.50%) scikit-learn
18 35 (36.46%) Impala
18 35 (36.46%) Data Visualisation
18 35 (36.46%) Mahout
18 35 (36.46%) PostgreSQL
19 34 (35.42%) Natural Language Processing
19 34 (35.42%) Jenkins
19 34 (35.42%) Amazon EMR

SciPy
Top Related IT Skills in England by Category

For the 6 months to 22 May 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 36 (37.50%) Apache Pig
2 2 (2.08%) SAS
2 2 (2.08%) Apache Spark
3 1 (1.04%) Apache Solr
3 1 (1.04%) Elasticsearch
Applications
1 1 (1.04%) Weka
1 1 (1.04%) SPSS
1 1 (1.04%) Mathematica
Cloud Services
1 37 (38.54%) Amazon AWS
2 34 (35.42%) Amazon EMR
2 34 (35.42%) Amazon EC2
2 34 (35.42%) Amazon S3
3 8 (8.33%) Google Analytics
4 2 (2.08%) Heroku
5 1 (1.04%) GitHub
5 1 (1.04%) Cloud Computing
Communications & Networking
1 1 (1.04%) Internet
Database & Business Intelligence
1 52 (54.17%) MongoDB
2 37 (38.54%) Hadoop
3 36 (37.50%) Apache Hive
4 35 (36.46%) Impala
4 35 (36.46%) Mahout
4 35 (36.46%) PostgreSQL
5 32 (33.33%) NoSQL
6 18 (18.75%) Big Data
7 10 (10.42%) Spotfire
7 10 (10.42%) QlikView
8 9 (9.38%) Data Mining
9 6 (6.25%) SQL Server Analysis Services
10 2 (2.08%) MySQL
Development Applications
1 51 (53.13%) Git (software)
2 34 (35.42%) Jenkins
2 34 (35.42%) Yeoman
3 16 (16.67%) Mercurial
General
1 39 (40.63%) Finance
2 22 (22.92%) Retail
2 22 (22.92%) Telecoms
3 14 (14.58%) Marketing
4 8 (8.33%) Front Office
5 5 (5.21%) Advertising
6 3 (3.13%) Back Office
6 3 (3.13%) Banking
6 3 (3.13%) Investment Banking
Job Titles
1 40 (41.67%) Developer
2 36 (37.50%) Data Scientist
3 32 (33.33%) Analyst
4 31 (32.29%) Python Developer
5 22 (22.92%) Data Analyst
6 11 (11.46%) Senior Analyst
7 10 (10.42%) Business Intelligence Analyst
8 9 (9.38%) Senior Business Intelligence Analyst
9 6 (6.25%) Data Analytics Consultant
9 6 (6.25%) Consultant
9 6 (6.25%) Data Consultant
10 5 (5.21%) AWS Developer
11 4 (4.17%) Quantitative Developer
11 4 (4.17%) Business Analyst
12 3 (3.13%) Senior Developer
12 3 (3.13%) Senior Business Analyst
12 3 (3.13%) Senior Python Developer
13 2 (2.08%) Chief Technology Officer
13 2 (2.08%) Senior Data Analyst
13 2 (2.08%) C++ Developer
Libraries, Frameworks & Software Standards
1 87 (90.63%) Pandas
2 63 (65.63%) D3.js
3 60 (62.50%) NumPy
4 36 (37.50%) scikit-learn
5 34 (35.42%) Natural Language Processing
5 34 (35.42%) Cascalog
6 31 (32.29%) Matplotlib
7 19 (19.79%) Highcharts JS
8 17 (17.71%) Pyramid
9 3 (3.13%) Boost C++ Libraries
10 2 (2.08%) STL
10 2 (2.08%) Flask
11 1 (1.04%) SQLAlchemy
11 1 (1.04%) CSS
11 1 (1.04%) HTML
Miscellaneous
1 55 (57.29%) Visualisation
2 40 (41.67%) Analytical Skills
3 36 (37.50%) Hedge funds
4 32 (33.33%) Computer Science
5 18 (18.75%) Open Source
6 9 (9.38%) Mathematics
7 7 (7.29%) Statistics
7 7 (7.29%) Algorithms
8 5 (5.21%) Physics
8 5 (5.21%) Equities
9 4 (4.17%) Data Structures
10 1 (1.04%) Market Risk
10 1 (1.04%) Biotechnology
10 1 (1.04%) Management Information System
10 1 (1.04%) Artificial Intelligence
10 1 (1.04%) Economics
Operating Systems
1 24 (25.00%) Linux
2 20 (20.83%) Windows
3 2 (2.08%) UNIX
4 1 (1.04%) Debian
4 1 (1.04%) Ubuntu
Processes & Methodologies
1 63 (65.63%) Analytics
2 54 (56.25%) Continuous Integration
2 54 (56.25%) Agile Software Development
3 53 (55.21%) Unit Testing
4 43 (44.79%) Statistical Analysis
5 35 (36.46%) Data Visualisation
6 34 (35.42%) User Stories
6 34 (35.42%) Data Munging
6 34 (35.42%) Time Series Analysis
7 28 (29.17%) Data Analytics
8 24 (25.00%) Web Development
9 23 (23.96%) Use Case
9 23 (23.96%) Software Engineering
10 20 (20.83%) Data Analysis
11 19 (19.79%) TDD
11 19 (19.79%) BDD
12 18 (18.75%) Refactoring
13 17 (17.71%) Coaching
14 16 (16.67%) Mentoring
14 16 (16.67%) OO
Programming Languages
1 95 (98.96%) Python
2 71 (73.96%) SQL
3 45 (46.88%) R
4 44 (45.83%) VBA
5 34 (35.42%) Clojure
5 34 (35.42%) Bash Shell
6 28 (29.17%) C++
7 27 (28.13%) Java
8 24 (25.00%) JavaScript
9 9 (9.38%) C#
10 7 (7.29%) MATLAB
11 2 (2.08%) C
12 1 (1.04%) IPython
12 1 (1.04%) Cython
12 1 (1.04%) Perl
Qualifications
1 27 (28.13%) PhD
2 17 (17.71%) Degree
3 13 (13.54%) Security Cleared
4 2 (2.08%) SC Cleared
System Software
1 34 (35.42%) VirtualBox
Systems Management
1 34 (35.42%) Vagrant
Vendors
1 19 (19.79%) Oracle
2 11 (11.46%) Tableau
3 8 (8.33%) Google
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 20 hours ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 20 hours ago
Plymouth, Devon
Benson Price Consultants Ltd
Posted: Yesterday
London
Harnham
Salary: £40000 - £55000 per annum + Benefits
Posted: 2 days ago
Central London / West End
Client Server
Salary: £40k to £55k + bonus + benefits
Posted: 2 days ago
Cambridge
Real Staffing
Salary: £40000 - £60000 per annum + competitive
Posted: 3 days ago
Cambridge, Cambridgeshire
Quant Capital
Salary: Up to £60,000 per annum Bonus Medical Pension (8%)
Posted: 3 days ago
City, London
TEKsystems
Salary: £60000 - £90000 per annum + benefits
Posted: 4 days ago
City, London
TEKsystems
Salary: £50000 - £65000 per annum + benefits + stock options
Posted: 5 days ago
London
Harrington Starr
Salary: £35000 - £55000 per annum + Benefits + Bonus
Posted: 6 days ago