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 28 August 2015 with a comparison to the same period in the previous 2 years.

Location
3 months to
28 Aug 2015
Same period 2014 Same period 2013
SciPy
Rank 819 855 828
Rank change year-on-year
+36 -27
Permanent jobs citing SciPy 65 33 29
As % of all permanent IT jobs located in England 0.064% 0.031% 0.029%
As % of the Libraries, Frameworks & Software Standards category 0.17% 0.080% 0.073%
Number of salaries quoted 63 32 20
Average salary £75,000 £67,500 £100,000
Average salary % change year-on-year
+11.11% -32.50%
90% offered a salary of more than £47,500 £52,500 £80,000
10% offered a salary of more than £85,000 £107,000 £110,000
UK excluding London average salary £47,500 £52,500 -
% change year-on-year
-9.52% -
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
38421 41313 39919
As % of all permanent IT jobs located in England 37.58% 38.56% 40.15%
Number of salaries quoted 33157 35020 34727
Average salary £45,000 £42,500 £42,500
Average salary % change year-on-year
+5.88% -
90% offered a salary of more than £30,000 £30,000 £28,500
10% offered a salary of more than £67,500 £62,500 £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 28 August 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 28 August 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 +41 61 £80,000 +14.28% 11
South East - 3 £60,000 -
South West - 1 £25,000 -
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 28 August 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.

1 120 (96.77%) Python
2 106 (85.48%) Pandas
3 80 (64.52%) SQL
4 79 (63.71%) NumPy
5 76 (61.29%) MongoDB
6 74 (59.68%) D3.js
7 71 (57.26%) Continuous Integration
8 70 (56.45%) Unit Testing
8 70 (56.45%) Git (software)
9 59 (47.58%) Analytics
10 58 (46.77%) Visualisation
11 57 (45.97%) Agile Software Development
12 54 (43.55%) R
13 52 (41.94%) Statistical Analysis
13 52 (41.94%) Finance
14 51 (41.13%) Analytical Skills
15 49 (39.52%) Hedge funds
16 47 (37.90%) Computer Science
16 47 (37.90%) C++
17 46 (37.10%) Linux
17 46 (37.10%) Hadoop
18 45 (36.29%) scikit-learn
19 43 (34.68%) Apache Hive
19 43 (34.68%) VBA
20 42 (33.87%) PostgreSQL
20 42 (33.87%) Natural Language Processing
20 42 (33.87%) Amazon AWS
21 41 (33.06%) Apache Pig
21 41 (33.06%) Data Munging
21 41 (33.06%) Software Engineering

SciPy
Top Related IT Skills in England by Category

For the 6 months to 28 August 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 41 (33.06%) Apache Pig
2 6 (4.84%) Apache Spark
3 4 (3.23%) Elasticsearch
3 4 (3.23%) Apache
3 4 (3.23%) SAS
4 1 (0.81%) Apache Solr
4 1 (0.81%) IPython
Applications
1 3 (2.42%) SPSS
2 1 (0.81%) Mathematica
2 1 (0.81%) Weka
Cloud Services
1 42 (33.87%) Amazon AWS
2 39 (31.45%) Amazon EMR
2 39 (31.45%) Amazon EC2
2 39 (31.45%) Amazon S3
3 4 (3.23%) Google Analytics
4 2 (1.61%) Cloud Computing
5 1 (0.81%) Heroku
5 1 (0.81%) GitHub
Communications & Networking
1 2 (1.61%) Internet
2 1 (0.81%) Skype
Database & Business Intelligence
1 76 (61.29%) MongoDB
2 46 (37.10%) Hadoop
3 43 (34.68%) Apache Hive
4 42 (33.87%) PostgreSQL
5 40 (32.26%) Impala
5 40 (32.26%) NoSQL
5 40 (32.26%) Mahout
6 31 (25.00%) Big Data
7 11 (8.87%) Data Mining
8 6 (4.84%) KDB
9 5 (4.03%) RDBMS
9 5 (4.03%) Relational Database
10 4 (3.23%) Spotfire
10 4 (3.23%) QlikView
10 4 (3.23%) SQL Server Analysis Services
11 2 (1.61%) MySQL
Development Applications
1 70 (56.45%) Git (software)
2 39 (31.45%) Jenkins
2 39 (31.45%) Yeoman
3 29 (23.39%) Mercurial
4 7 (5.65%) Maven
General
1 52 (41.94%) Finance
2 23 (18.55%) Telecoms
2 23 (18.55%) Retail
3 11 (8.87%) Front Office
4 10 (8.06%) Marketing
5 8 (6.45%) Banking
6 6 (4.84%) Manufacturing
7 2 (1.61%) Investment Banking
8 1 (0.81%) Advertising
8 1 (0.81%) Back Office
Job Titles
1 64 (51.61%) Developer
2 52 (41.94%) Python Developer
3 42 (33.87%) Data Scientist
4 24 (19.35%) Analyst
5 17 (13.71%) Data Analyst
6 13 (10.48%) Senior Developer
7 10 (8.06%) C++ Developer
7 10 (8.06%) Senior Python Developer
8 8 (6.45%) Data Consultant
8 8 (6.45%) Data Analytics Consultant
8 8 (6.45%) Consultant
9 5 (4.03%) Senior Analyst
9 5 (4.03%) Business Intelligence Analyst
10 4 (3.23%) Senior Business Intelligence Analyst
11 3 (2.42%) Senior C++ Developer
12 2 (1.61%) Quantitative Developer
12 2 (1.61%) Junior
13 1 (0.81%) Junior Developer
13 1 (0.81%) Data Modeller
13 1 (0.81%) Senior Data Analyst
Libraries, Frameworks & Software Standards
1 106 (85.48%) Pandas
2 79 (63.71%) NumPy
3 74 (59.68%) D3.js
4 45 (36.29%) scikit-learn
5 42 (33.87%) Natural Language Processing
6 39 (31.45%) Cascalog
7 36 (29.03%) Pyramid
8 35 (28.23%) Matplotlib
9 30 (24.19%) Highcharts JS
10 11 (8.87%) AngularJS
10 11 (8.87%) Boost C++ Libraries
11 7 (5.65%) STL
12 6 (4.84%) Flask
13 4 (3.23%) htmlwidgets
13 4 (3.23%) HTML
13 4 (3.23%) CSS
14 3 (2.42%) Esper
14 3 (2.42%) Kafka
14 3 (2.42%) PostGIS
15 1 (0.81%) SQLAlchemy
Miscellaneous
1 58 (46.77%) Visualisation
2 51 (41.13%) Analytical Skills
3 49 (39.52%) Hedge funds
4 47 (37.90%) Computer Science
5 25 (20.16%) Algorithms
6 17 (13.71%) Mathematics
7 11 (8.87%) Statistics
8 4 (3.23%) Data Structures
9 3 (2.42%) Artificial Intelligence
9 3 (2.42%) Physics
10 2 (1.61%) Data Centre
11 1 (0.81%) Blog
11 1 (0.81%) Market Risk
11 1 (0.81%) Economics
11 1 (0.81%) Management Information System
Operating Systems
1 46 (37.10%) Linux
2 31 (25.00%) Windows
3 7 (5.65%) UNIX
Processes & Methodologies
1 71 (57.26%) Continuous Integration
2 70 (56.45%) Unit Testing
3 59 (47.58%) Analytics
4 57 (45.97%) Agile Software Development
5 52 (41.94%) Statistical Analysis
6 41 (33.06%) Software Engineering
6 41 (33.06%) Data Munging
7 40 (32.26%) Time Series Analysis
8 39 (31.45%) Data Visualisation
9 35 (28.23%) User Stories
10 33 (26.61%) Open Source
11 32 (25.81%) OO
12 31 (25.00%) Web Development
13 30 (24.19%) Refactoring
13 30 (24.19%) TDD
13 30 (24.19%) BDD
14 25 (20.16%) Data Analytics
15 23 (18.55%) Data Analysis
16 18 (14.52%) Use Case
17 12 (9.68%) Coaching
Programming Languages
1 120 (96.77%) Python
2 80 (64.52%) SQL
3 54 (43.55%) R
4 47 (37.90%) C++
5 43 (34.68%) VBA
6 39 (31.45%) Java
6 39 (31.45%) Bash Shell
6 39 (31.45%) Clojure
7 35 (28.23%) JavaScript
8 11 (8.87%) MATLAB
9 4 (3.23%) C
10 3 (2.42%) C#
11 1 (0.81%) Perl
11 1 (0.81%) Cython
Qualifications
1 37 (29.84%) PhD
2 28 (22.58%) Degree
3 13 (10.48%) Security Cleared
4 5 (4.03%) SC Cleared
System Software
1 39 (31.45%) VirtualBox
2 2 (1.61%) HDFS
Systems Management
1 39 (31.45%) Vagrant
2 2 (1.61%) Opscode Chef
2 2 (1.61%) Puppet
Vendors
1 38 (30.65%) Oracle
2 5 (4.03%) Google
2 5 (4.03%) Tableau
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 17 hours ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 17 hours ago
City, London
Harrington Starr
Salary: £40000 - £60000 per annum + Bonus + benefits + training
Posted: 2 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 2 days ago
London
CLIENT SERVER
Salary: £75k to £90k + bonus + benefits
Posted: 3 days ago
London
Burns Sheehan
Salary: £65000 - £75000 per annum + Benefits
Posted: 4 days ago
London
Capgemini
Salary: competitive + excellent benefits
Posted: 16 days ago