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 August 2014 with a comparison to the same period in the previous 2 years.

Location
3 months to
22 Aug 2014
Same period 2013 Same period 2012
SciPy
Rank 835 826 876
Rank change year-on-year
-9 +50
Permanent jobs citing SciPy 34 28 5
As % of all permanent IT jobs located in England 0.031% 0.028% 0.005%
As % of the Libraries, Frameworks & Software Standards category 0.081% 0.069% 0.011%
Number of salaries quoted 33 19 3
Average salary £70,000 £100,000 £70,000
Average salary % change year-on-year
-30.00% +42.85%
UK excluding London average salary £52,500 - £70,000
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
42066 40387 45493
As % of all permanent IT jobs located in England 38.45% 39.71% 41.14%
Number of salaries quoted 35672 35218 40351
Average salary £42,500 £42,000 £40,000
Average salary % change year-on-year
+1.19% +5.00%
90% offered a salary of more than £30,000 £28,500 £28,500
10% offered a salary of more than £65,000 £62,500 £62,500
UK excluding London average salary £40,000 £37,500 £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 August 2014.

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 August 2014. 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 +4 33 £70,000 -30.00% 1
West Midlands - 1 £52,500 -
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 22 August 2014, 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 89 (95.70%) Python
2 77 (82.80%) NumPy
3 76 (81.72%) Pandas
4 46 (49.46%) Open Source
5 42 (45.16%) OO
6 38 (40.86%) Visualisation
7 37 (39.78%) Linux
8 36 (38.71%) Statistics
8 36 (38.71%) Finance
8 36 (38.71%) R
9 32 (34.41%) Java
10 31 (33.33%) C++
11 30 (32.26%) Hedge funds
12 29 (31.18%) SQL
13 28 (30.11%) Pyramid
14 26 (27.96%) Maven
15 25 (26.88%) MATLAB
16 24 (25.81%) C
17 21 (22.58%) PhD
17 21 (22.58%) Statistical Analysis
18 20 (21.51%) Analytics
18 20 (21.51%) Hadoop
19 19 (20.43%) MongoDB
19 19 (20.43%) Continuous Integration
19 19 (20.43%) Physics
20 18 (19.35%) Unit Testing
21 17 (18.28%) Mathematics
21 17 (18.28%) Front Office
22 16 (17.20%) VBA
22 16 (17.20%) Django

SciPy
Top Related IT Skills in England by Category

For the 6 months to 22 August 2014, 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 16 (17.20%) Apache Pig
2 2 (2.15%) SAS
3 1 (1.08%) Elasticsearch
Applications
1 1 (1.08%) SPSS
Cloud Services
1 16 (17.20%) Amazon EC2
1 16 (17.20%) Amazon S3
1 16 (17.20%) Amazon EMR
2 14 (15.05%) Amazon AWS
Communications & Networking
1 5 (5.38%) Internet
2 2 (2.15%) HTTP
Database & Business Intelligence
1 20 (21.51%) Hadoop
2 19 (20.43%) MongoDB
3 16 (17.20%) Apache Hive
3 16 (17.20%) Impala
4 14 (15.05%) PostgreSQL
4 14 (15.05%) Mahout
4 14 (15.05%) NoSQL
5 7 (7.53%) Data Mining
6 6 (6.45%) Big Data
7 5 (5.38%) Apache Cassandra
7 5 (5.38%) KDB
8 3 (3.23%) Text Mining
9 2 (2.15%) Relational Database
9 2 (2.15%) Redis
Development Applications
1 26 (27.96%) Maven
2 15 (16.13%) Yeoman
3 10 (10.75%) Jenkins
3 10 (10.75%) Git (software)
General
1 36 (38.71%) Finance
2 17 (18.28%) Front Office
3 8 (8.60%) Retail
4 7 (7.53%) Telecoms
5 3 (3.23%) Games
6 2 (2.15%) Marketing
7 1 (1.08%) Investment Banking
7 1 (1.08%) Banking
7 1 (1.08%) Back Office
Job Titles
1 67 (72.04%) Developer
2 61 (65.59%) Python Developer
3 23 (24.73%) Data Scientist
4 19 (20.43%) Quantitative Developer
5 17 (18.28%) Senior Developer
6 14 (15.05%) Senior Python Developer
7 11 (11.83%) Python/Django Developer
8 7 (7.53%) Data Analyst
8 7 (7.53%) Analyst
9 4 (4.30%) Consultant
9 4 (4.30%) Data Consultant
9 4 (4.30%) Senior Quantitative Developer
10 3 (3.23%) Junior Developer
10 3 (3.23%) Junior
11 2 (2.15%) C++ Developer
11 2 (2.15%) Junior Python Developer
12 1 (1.08%) Junior Quantitative Developer
12 1 (1.08%) Java Developer
12 1 (1.08%) Graduate
Libraries, Frameworks & Software Standards
1 77 (82.80%) NumPy
2 76 (81.72%) Pandas
3 28 (30.11%) Pyramid
4 16 (17.20%) Django
5 14 (15.05%) Natural Language Processing
5 14 (15.05%) Cascalog
6 12 (12.90%) D3.js
7 6 (6.45%) Matplotlib
8 5 (5.38%) Flask
8 5 (5.38%) RabbitMQ
8 5 (5.38%) AngularJS
9 4 (4.30%) Esper
10 2 (2.15%) STL
10 2 (2.15%) Boost C++ Libraries
11 1 (1.08%) Highcharts JS
Miscellaneous
1 46 (49.46%) Open Source
2 38 (40.86%) Visualisation
3 36 (38.71%) Statistics
4 30 (32.26%) Hedge funds
5 19 (20.43%) Physics
6 17 (18.28%) Mathematics
7 11 (11.83%) Computer Science
8 5 (5.38%) Artificial Intelligence
9 1 (1.08%) Neural Network
9 1 (1.08%) Management Information System
9 1 (1.08%) Equities
Operating Systems
1 37 (39.78%) Linux
2 13 (13.98%) Windows
3 2 (2.15%) UNIX
Processes & Methodologies
1 42 (45.16%) OO
2 21 (22.58%) Statistical Analysis
3 20 (21.51%) Analytics
4 19 (20.43%) Continuous Integration
5 18 (19.35%) Unit Testing
6 15 (16.13%) Agile Software Development
6 15 (16.13%) Data Analysis
7 14 (15.05%) User Stories
8 13 (13.98%) Use Case
8 13 (13.98%) Statistical Modelling
8 13 (13.98%) Time Series Analysis
8 13 (13.98%) Risk Management
9 12 (12.90%) Automated Testing
9 12 (12.90%) Numerical Analysis
10 11 (11.83%) Data Munging
10 11 (11.83%) Business Analysis
11 9 (9.68%) Machine Learning
11 9 (9.68%) Software Engineering
12 8 (8.60%) Data Visualisation
12 8 (8.60%) Functional Programming
Programming Languages
1 89 (95.70%) Python
2 36 (38.71%) R
3 32 (34.41%) Java
4 31 (33.33%) C++
5 29 (31.18%) SQL
6 25 (26.88%) MATLAB
7 24 (25.81%) C
8 16 (17.20%) VBA
9 13 (13.98%) Clojure
9 13 (13.98%) Bash Shell
9 13 (13.98%) Erlang
10 4 (4.30%) JavaScript
11 2 (2.15%) C#
12 1 (1.08%) Scala
Qualifications
1 21 (22.58%) PhD
2 13 (13.98%) SC Cleared
2 13 (13.98%) Security Cleared
3 10 (10.75%) Degree
Quality Assurance & Compliance
1 1 (1.08%) QA
System Software
1 10 (10.75%) VirtualBox
Systems Management
1 10 (10.75%) Vagrant
Vendors
1 6 (6.45%) Oracle
2 1 (1.08%) Minitab
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: 5 days ago