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 5 February 2016 with a comparison to the same period in the previous 2 years.

Location
3 months to
5 Feb 2016
Same period 2015 Same period 2014
SciPy
Rank 806 889 877
Rank change year-on-year
+83 -12
Permanent jobs citing SciPy 105 30 19
As % of all permanent IT jobs located in England 0.11% 0.031% 0.020%
As % of the Libraries, Frameworks & Software Standards category 0.29% 0.083% 0.048%
Number of salaries quoted 90 24 18
Average salary £67,500 £65,000 £75,000
Average salary % change year-on-year
+3.84% -13.33%
90% offered a salary of more than £32,500 £44,000 £47,250
10% offered a salary of more than £92,500 £115,000 £100,000
UK excluding London average salary £47,250 - £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
36281 36270 39931
As % of all permanent IT jobs located in England 38.32% 37.19% 41.60%
Number of salaries quoted 31653 31421 33643
Average salary £45,000 £42,500 £42,500
Average salary % change year-on-year
+5.88% -
90% offered a salary of more than £31,500 £30,000 £30,000
10% offered a salary of more than £67,500 £62,500 £65,000
UK excluding London average salary £42,500 £40,000 £38,500
% change year-on-year
+6.25% +3.89%

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 5 February 2016.

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 5 February 2016. 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 +64 92 £70,000 +7.69% 14
South East - 6 £67,500 - 2
South West - 6 £32,000 -
East of England - 1 - - 1
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 5 February 2016, 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.

1 167 (96.53%) Python
2 137 (79.19%) NumPy
3 116 (67.05%) Pandas
4 83 (47.98%) Computer Science
5 82 (47.40%) Finance
6 69 (39.88%) SQL
7 67 (38.73%) Visualisation
8 66 (38.15%) MongoDB
9 64 (36.99%) C++
10 56 (32.37%) Open Source
10 56 (32.37%) Algorithms
11 55 (31.79%) Java
12 54 (31.21%) Linux
12 54 (31.21%) PhD
12 54 (31.21%) Continuous Integration
13 53 (30.64%) Hedge funds
13 53 (30.64%) Agile Software Development
14 52 (30.06%) Git (software)
14 52 (30.06%) Statistics
14 52 (30.06%) Mathematics
15 50 (28.90%) Unit Testing
15 50 (28.90%) Machine Learning
16 49 (28.32%) R
17 48 (27.75%) PostgreSQL
17 48 (27.75%) Big Data
18 46 (26.59%) Analytics
18 46 (26.59%) NoSQL
19 45 (26.01%) Degree
19 45 (26.01%) Analytical Skills
19 45 (26.01%) scikit-learn

SciPy
Top Related IT Skills in England by Category

For the 6 months to 5 February 2016, 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 29 (16.76%) Apache Pig
2 27 (15.61%) Apache
3 26 (15.03%) Apache Spark
4 13 (7.51%) Elasticsearch
5 4 (2.31%) Node.js
6 2 (1.16%) Apache Solr
7 1 (0.58%) CloudStack
7 1 (0.58%) SAS
Applications
1 3 (1.73%) Mathematica
2 1 (0.58%) SPSS
Cloud Services
1 38 (21.97%) Amazon AWS
2 25 (14.45%) Amazon EC2
2 25 (14.45%) Amazon EMR
2 25 (14.45%) Amazon S3
3 9 (5.20%) Cloud Computing
4 7 (4.05%) SaaS
Communications & Networking
1 3 (1.73%) Skype
Database & Business Intelligence
1 66 (38.15%) MongoDB
2 48 (27.75%) Big Data
2 48 (27.75%) PostgreSQL
3 46 (26.59%) NoSQL
4 37 (21.39%) Hadoop
5 33 (19.08%) Apache Hive
6 28 (16.18%) Mahout
7 25 (14.45%) Impala
8 24 (13.87%) Data Mining
8 24 (13.87%) Neo4j
9 12 (6.94%) KDB
10 8 (4.62%) Amazon Redshift
11 4 (2.31%) Redis
12 3 (1.73%) Flink
12 3 (1.73%) MySQL
12 3 (1.73%) SQL Server
13 2 (1.16%) Relational Database
13 2 (1.16%) Text Mining
14 1 (0.58%) Apache Cassandra
Development Applications
1 52 (30.06%) Git (software)
2 33 (19.08%) Maven
3 25 (14.45%) Jenkins
3 25 (14.45%) Vagrant
3 25 (14.45%) Yeoman
4 13 (7.51%) Mercurial
General
1 82 (47.40%) Finance
2 23 (13.29%) Front Office
3 15 (8.67%) Retail
3 15 (8.67%) Telecoms
4 12 (6.94%) Banking
4 12 (6.94%) Manufacturing
4 12 (6.94%) Marketing
5 3 (1.73%) Advertising
Job Titles
1 96 (55.49%) Developer
2 84 (48.55%) Python Developer
3 37 (21.39%) Data Scientist
4 23 (13.29%) Analyst
5 22 (12.72%) Junior
5 22 (12.72%) Quantitative Developer
6 20 (11.56%) Junior Developer
7 19 (10.98%) Junior Python Developer
8 17 (9.83%) Data Analyst
9 13 (7.51%) Linux Developer
10 10 (5.78%) C++ Developer
10 10 (5.78%) Consultant
10 10 (5.78%) Data Analytics Consultant
10 10 (5.78%) Data Consultant
10 10 (5.78%) Machine Learning Developer
11 7 (4.05%) Principal Developer
12 6 (3.47%) Senior Analyst
12 6 (3.47%) Systems Developer
13 5 (2.89%) SQL Analyst
13 5 (2.89%) SQL Data Analyst
Libraries, Frameworks & Software Standards
1 137 (79.19%) NumPy
2 116 (67.05%) Pandas
3 45 (26.01%) scikit-learn
4 44 (25.43%) D3.js
4 44 (25.43%) Natural Language Processing
4 44 (25.43%) Pyramid
5 43 (24.86%) AngularJS
6 31 (17.92%) Esper
7 25 (14.45%) Cascalog
8 14 (8.09%) Flask
9 13 (7.51%) CSS
9 13 (7.51%) Highcharts JS
9 13 (7.51%) HTML
9 13 (7.51%) Kafka
9 13 (7.51%) Matplotlib
9 13 (7.51%) PostGIS
10 10 (5.78%) CoreNLP
11 7 (4.05%) Celery
12 4 (2.31%) MLlib
12 4 (2.31%) STL
Miscellaneous
1 83 (47.98%) Computer Science
2 67 (38.73%) Visualisation
3 56 (32.37%) Algorithms
4 53 (30.64%) Hedge funds
5 52 (30.06%) Mathematics
5 52 (30.06%) Statistics
6 45 (26.01%) Analytical Skills
7 27 (15.61%) Physics
8 11 (6.36%) Fintech
9 9 (5.20%) Blog
10 7 (4.05%) Management Information System
11 6 (3.47%) Artificial Intelligence
12 5 (2.89%) Client/Server
13 4 (2.31%) Data Structures
13 4 (2.31%) Neural Network
14 3 (1.73%) Applied Mathematics
14 3 (1.73%) Mobile App
15 2 (1.16%) Data Centre
Operating Systems
1 54 (31.21%) Linux
2 13 (7.51%) Windows
Processes & Methodologies
1 56 (32.37%) Open Source
2 54 (31.21%) Continuous Integration
3 53 (30.64%) Agile Software Development
4 50 (28.90%) Machine Learning
4 50 (28.90%) Unit Testing
5 46 (26.59%) Analytics
6 43 (24.86%) Software Engineering
7 35 (20.23%) Data Visualisation
8 34 (19.65%) Time Series Analysis
9 32 (18.50%) OO
10 28 (16.18%) Statistical Analysis
11 26 (15.03%) Data Analysis
11 26 (15.03%) Data Analytics
12 25 (14.45%) Data Munging
13 22 (12.72%) Refactoring
14 21 (12.14%) Systematic Trading
14 21 (12.14%) User Stories
15 19 (10.98%) Quantitative Trading
15 19 (10.98%) TDD
16 14 (8.09%) Web Development
Programming Languages
1 167 (96.53%) Python
2 69 (39.88%) SQL
3 64 (36.99%) C++
4 55 (31.79%) Java
5 49 (28.32%) R
6 35 (20.23%) C
7 30 (17.34%) JavaScript
8 29 (16.76%) Clojure
9 25 (14.45%) Bash Shell
9 25 (14.45%) VBA
10 23 (13.29%) MATLAB
11 16 (9.25%) C#
12 7 (4.05%) Scala
13 4 (2.31%) Cython
13 4 (2.31%) Haskell
14 3 (1.73%) Perl
14 3 (1.73%) Shell Script
Qualifications
1 54 (31.21%) PhD
2 45 (26.01%) Degree
3 3 (1.73%) SC Cleared
3 3 (1.73%) Security Cleared
System Software
1 25 (14.45%) VirtualBox
Systems Management
1 3 (1.73%) EMC NetWorker
1 3 (1.73%) Opscode Chef
1 3 (1.73%) Puppet
Vendors
1 31 (17.92%) Oracle
2 8 (4.62%) Facebook
3 5 (2.89%) Tableau
4 3 (1.73%) Google
4 3 (1.73%) Microsoft
5 2 (1.16%) Sybase
Oxfordshire
The People Network
Salary: £20000 - £35000 per annum + Bens
Posted: Yesterday
London
Westbourne Partners
Salary: From £40,000 to £80,000 per annum salary dependant on experience (mult
Posted: Yesterday
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: Yesterday
London
Careerwise UK Limited
Salary: £85000 per annum + bonus + benefits
Posted: Yesterday
Oxford
Recruitment Genius Ltd
Posted: 2 days ago
London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 2 days ago
City, London
Client Server
Salary: £75k to £90k + bonus + benefits
Posted: 2 days ago
Central London / West End
Quant Capital
Salary: From £40,000 to £60,000 per annum + bonus +benefits
Posted: 3 days ago
London
Pioneer Search
Salary: £100000 - £150000 per annum + Bonus + Benefits - Excellent
Posted: 5 days ago
City, London
Harrington Starr
Salary: £50000 - £70000 per annum + Bonus + Benefits
Posted: 5 days ago
London
Harnham
Salary: Benefits
Posted: 5 days ago
London
Harnham
Salary: Benefits
Posted: 5 days ago
London
Quant Capital
Salary: up to £70,000 per year
Posted: 9 days ago
London
Quant Capital
Salary: up to £50,000 per year
Posted: 16 days ago
London
Huxley
Salary: competitive
Posted: 22 days ago