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 3 July 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
3 Jul 2015
Same period 2014 Same period 2013
SciPy
Rank 819 860 847
Rank change year-on-year
+41 -13
Permanent jobs citing SciPy 59 41 8
As % of all permanent IT jobs located in England 0.057% 0.037% 0.008%
As % of the Libraries, Frameworks & Software Standards category 0.15% 0.094% 0.019%
Number of salaries quoted 51 39 3
Average salary £75,000 £65,000 £100,000
Average salary % change year-on-year
+15.38% -35.00%
UK excluding London average salary £29,000 £42,500 -
% change year-on-year
-31.76% -
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
39212 43484 41190
As % of all permanent IT jobs located in England 37.99% 39.40% 40.51%
Number of salaries quoted 33880 37477 36127
Average salary £45,000 £43,500 £40,000
Average salary % change year-on-year
+3.44% +8.75%
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 3 July 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 3 July 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 +38 54 £75,000 +15.38% 5
South West - 5 £29,000 -
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 3 July 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.

1 112 (98.25%) Python
2 100 (87.72%) Pandas
3 76 (66.67%) SQL
4 75 (65.79%) NumPy
5 70 (61.40%) D3.js
6 66 (57.89%) MongoDB
7 61 (53.51%) Visualisation
7 61 (53.51%) Continuous Integration
7 61 (53.51%) Analytics
8 60 (52.63%) Unit Testing
9 59 (51.75%) Git (software)
10 57 (50.00%) Agile Software Development
11 50 (43.86%) Statistical Analysis
12 46 (40.35%) R
12 46 (40.35%) VBA
12 46 (40.35%) Finance
12 46 (40.35%) Analytical Skills
13 45 (39.47%) Hedge funds
14 41 (35.96%) C++
14 41 (35.96%) Hadoop
15 39 (34.21%) Computer Science
15 39 (34.21%) NoSQL
15 39 (34.21%) Amazon AWS
16 38 (33.33%) Apache Pig
16 38 (33.33%) scikit-learn
16 38 (33.33%) Apache Hive
16 38 (33.33%) Linux
17 37 (32.46%) Mahout
17 37 (32.46%) Data Visualisation
17 37 (32.46%) Time Series Analysis

SciPy
Top Related IT Skills in England by Category

For the 6 months to 3 July 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 38 (33.33%) Apache Pig
2 4 (3.51%) Apache Spark
3 3 (2.63%) SAS
4 1 (0.88%) Apache Solr
4 1 (0.88%) Elasticsearch
4 1 (0.88%) IPython
4 1 (0.88%) Apache
Applications
1 2 (1.75%) SPSS
2 1 (0.88%) Mathematica
2 1 (0.88%) Weka
Cloud Services
1 39 (34.21%) Amazon AWS
2 36 (31.58%) Amazon EMR
2 36 (31.58%) Amazon EC2
2 36 (31.58%) Amazon S3
3 8 (7.02%) Google Analytics
4 2 (1.75%) Heroku
5 1 (0.88%) GitHub
5 1 (0.88%) Cloud Computing
Communications & Networking
1 2 (1.75%) Internet
Database & Business Intelligence
1 66 (57.89%) MongoDB
2 41 (35.96%) Hadoop
3 39 (34.21%) NoSQL
4 38 (33.33%) Apache Hive
5 37 (32.46%) Mahout
5 37 (32.46%) Impala
6 36 (31.58%) PostgreSQL
7 19 (16.67%) Big Data
8 10 (8.77%) Spotfire
8 10 (8.77%) QlikView
8 10 (8.77%) Data Mining
9 6 (5.26%) SQL Server Analysis Services
9 6 (5.26%) KDB
10 5 (4.39%) RDBMS
10 5 (4.39%) Relational Database
11 2 (1.75%) MySQL
Development Applications
1 59 (51.75%) Git (software)
2 36 (31.58%) Jenkins
2 36 (31.58%) Yeoman
3 22 (19.30%) Mercurial
4 6 (5.26%) Maven
General
1 46 (40.35%) Finance
2 25 (21.93%) Telecoms
2 25 (21.93%) Retail
3 14 (12.28%) Marketing
4 13 (11.40%) Front Office
5 6 (5.26%) Banking
6 5 (4.39%) Advertising
7 4 (3.51%) Investment Banking
8 2 (1.75%) Manufacturing
9 1 (0.88%) Back Office
Job Titles
1 56 (49.12%) Developer
2 43 (37.72%) Python Developer
3 39 (34.21%) Data Scientist
4 32 (28.07%) Analyst
5 22 (19.30%) Data Analyst
6 11 (9.65%) Senior Analyst
6 11 (9.65%) Senior Developer
7 10 (8.77%) Business Intelligence Analyst
8 9 (7.89%) Senior Business Intelligence Analyst
8 9 (7.89%) C++ Developer
9 8 (7.02%) Consultant
9 8 (7.02%) Senior Python Developer
9 8 (7.02%) Data Consultant
9 8 (7.02%) Data Analytics Consultant
10 4 (3.51%) Business Analyst
11 3 (2.63%) Senior Business Analyst
11 3 (2.63%) Quantitative Developer
11 3 (2.63%) Senior C++ Developer
12 2 (1.75%) Chief Technology Officer
12 2 (1.75%) Software Developer
Libraries, Frameworks & Software Standards
1 100 (87.72%) Pandas
2 75 (65.79%) NumPy
3 70 (61.40%) D3.js
4 38 (33.33%) scikit-learn
5 36 (31.58%) Cascalog
5 36 (31.58%) Natural Language Processing
6 34 (29.82%) Matplotlib
7 28 (24.56%) Pyramid
8 23 (20.18%) Highcharts JS
9 10 (8.77%) htmlwidgets
9 10 (8.77%) Boost C++ Libraries
10 7 (6.14%) AngularJS
11 6 (5.26%) STL
12 2 (1.75%) Esper
12 2 (1.75%) Flask
13 1 (0.88%) SQLAlchemy
13 1 (0.88%) HTML
13 1 (0.88%) CSS
Miscellaneous
1 61 (53.51%) Visualisation
2 46 (40.35%) Analytical Skills
3 45 (39.47%) Hedge funds
4 39 (34.21%) Computer Science
5 19 (16.67%) Algorithms
6 15 (13.16%) Mathematics
7 8 (7.02%) Statistics
8 4 (3.51%) Data Structures
9 3 (2.63%) Physics
10 2 (1.75%) Market Risk
11 1 (0.88%) Biotechnology
11 1 (0.88%) Management Information System
11 1 (0.88%) Equities
11 1 (0.88%) Artificial Intelligence
11 1 (0.88%) Economics
Operating Systems
1 38 (33.33%) Linux
2 25 (21.93%) Windows
3 6 (5.26%) UNIX
Processes & Methodologies
1 61 (53.51%) Continuous Integration
1 61 (53.51%) Analytics
2 60 (52.63%) Unit Testing
3 57 (50.00%) Agile Software Development
4 50 (43.86%) Statistical Analysis
5 37 (32.46%) Data Visualisation
5 37 (32.46%) Time Series Analysis
6 36 (31.58%) Data Munging
6 36 (31.58%) User Stories
7 33 (28.95%) Software Engineering
8 30 (26.32%) Data Analytics
9 26 (22.81%) Web Development
10 25 (21.93%) Open Source
11 24 (21.05%) OO
12 23 (20.18%) TDD
12 23 (20.18%) Refactoring
12 23 (20.18%) Use Case
12 23 (20.18%) BDD
13 19 (16.67%) Data Analysis
14 17 (14.91%) Coaching
Programming Languages
1 112 (98.25%) Python
2 76 (66.67%) SQL
3 46 (40.35%) VBA
3 46 (40.35%) R
4 41 (35.96%) C++
5 36 (31.58%) Bash Shell
5 36 (31.58%) Clojure
6 33 (28.95%) Java
7 27 (23.68%) JavaScript
8 7 (6.14%) MATLAB
9 6 (5.26%) C#
10 3 (2.63%) C
11 1 (0.88%) Perl
11 1 (0.88%) Cython
Qualifications
1 31 (27.19%) PhD
1 31 (27.19%) Degree
2 14 (12.28%) Security Cleared
3 3 (2.63%) SC Cleared
System Software
1 36 (31.58%) VirtualBox
Systems Management
1 36 (31.58%) Vagrant
Vendors
1 32 (28.07%) Oracle
2 11 (9.65%) Tableau
3 8 (7.02%) Google
Slough, Berkshire
ISL
Salary: £50000 - £70000 per annum + Bonus & Benefits
Posted: Yesterday
London
Nicoll Curtin
Salary: £80000.00 - £120000.00 per annum + bonus + benefits
Posted: 5 days ago
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Salary: £40000 - £50000 per annum + Bonus, Options, Pension
Posted: 10 days ago
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Salary: £40000 - £60000 per annum + competitive
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