The table below looks at the statistics for SciPy skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited SciPy over the 3 months to 23 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
23 Jan 2017
Same period 2016 Same period 2015
SciPy
UK / England
Rank 792 812 903
Rank change year-on-year
+20 +91
Permanent jobs citing SciPy 48 106 29
As % of all permanent IT jobs located in England 0.061% 0.11% 0.029%
As % of the Libraries, Frameworks & Software Standards category 0.15% 0.30% 0.079%
Number of salaries quoted 44 90 25
Median salary £92,500 £67,500 £65,000
Median salary % change year-on-year
+37.03% +3.84%
90% offered a salary of more than £56,500 £32,450 £44,500
10% offered a salary of more than £110,000 £90,000 £115,000
UK excluding London median salary £46,000 £62,500 -
% change year-on-year
-26.40% -

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
31236 35453 36715
As % of all permanent IT jobs located in England 39.53% 38.40% 37.33%
Number of salaries quoted 27191 30851 31833
Median salary £45,000 £45,000 £42,500
Median salary % change year-on-year
- +5.88%
90% offered a salary of more than £32,500 £32,000 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £42,500 £42,000 £40,000
% change year-on-year
+1.19% +5.00%

SciPy
Jobs Demand Trend in England

The demand trend of job ads across the England region citing SciPy as a proportion of all IT jobs with a match in 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 23 January 2017.

SciPy Salary Histogram in England

SciPy
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SciPy within the England region over the 3 months to 23 January 2017. 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 Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +12 46 £95,000 +35.71% 6
South East +59 1 £47,000 -35.17% 1
South West +7 1 £45,000 +40.62%
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 23 January 2017, IT jobs citing SciPy also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for SciPy.

1 84 (100.00%) Python
2 74 (88.10%) NumPy
3 53 (63.10%) Pandas
4 48 (57.14%) Finance
5 38 (45.24%) SQL
6 37 (44.05%) C++
7 35 (41.67%) Linux
8 34 (40.48%) PhD
9 30 (35.71%) MongoDB
10 28 (33.33%) Computer Science
10 28 (33.33%) Machine Learning
11 26 (30.95%) Continuous Integration
12 25 (29.76%) OO
12 25 (29.76%) Java
13 23 (27.38%) Algorithms
13 23 (27.38%) Degree
14 22 (26.19%) Unit Testing
14 22 (26.19%) Agile Software Development
15 21 (25.00%) TDD
15 21 (25.00%) Software Engineering
15 21 (25.00%) Hedge funds
15 21 (25.00%) R
16 20 (23.81%) NoSQL
17 19 (22.62%) IPython
18 18 (21.43%) scikit-learn
18 18 (21.43%) Pyramid
18 18 (21.43%) D3.js
18 18 (21.43%) Git (software)
18 18 (21.43%) C
19 17 (20.24%) Windows

SciPy
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 19 (22.62%) IPython
2 11 (13.10%) Apache Spark
3 6 (7.14%) Apache
3 6 (7.14%) Apache Pig
4 5 (5.95%) SAS
5 2 (2.38%) Elasticsearch
5 2 (2.38%) Jupyter
Applications
1 5 (5.95%) GNU Octave
2 1 (1.19%) SPSS
Business Applications
1 1 (1.19%) Front Arena
Cloud Services
1 10 (11.90%) Amazon AWS
2 8 (9.52%) Amazon EC2
3 7 (8.33%) Amazon EMR
3 7 (8.33%) Amazon S3
4 3 (3.57%) GitHub
5 1 (1.19%) Amazon Kinesis
5 1 (1.19%) AWS Elastic Beanstalk
5 1 (1.19%) Google Analytics
5 1 (1.19%) Google Cloud Platform
Database & Business Intelligence
1 30 (35.71%) MongoDB
2 20 (23.81%) NoSQL
3 17 (20.24%) Hadoop
4 15 (17.86%) Big Data
5 13 (15.48%) PostgreSQL
6 9 (10.71%) Apache Hive
6 9 (10.71%) Data Mining
7 6 (7.14%) Impala
7 6 (7.14%) Mahout
7 6 (7.14%) Neo4j
8 5 (5.95%) KDB
8 5 (5.95%) MySQL
8 5 (5.95%) Relational Database
9 4 (4.76%) SQL Server
10 3 (3.57%) Amazon Redshift
11 2 (2.38%) Apache Cassandra
11 2 (2.38%) Sqoop
12 1 (1.19%) BigQuery
12 1 (1.19%) Data Warehouse
Development Applications
1 18 (21.43%) Git (software)
2 11 (13.10%) Mercurial
3 8 (9.52%) Maven
4 6 (7.14%) Jenkins
4 6 (7.14%) Vagrant
4 6 (7.14%) Yeoman
5 3 (3.57%) Team Foundation Server
6 1 (1.19%) PyUnit
6 1 (1.19%) Subversion
General
1 48 (57.14%) Finance
2 7 (8.33%) Banking
3 6 (7.14%) Front Office
4 5 (5.95%) Manufacturing
4 5 (5.95%) Retail
4 5 (5.95%) Telecoms
5 3 (3.57%) Financial Institution
6 1 (1.19%) Aerospace
6 1 (1.19%) Back Office
6 1 (1.19%) Games
Job Titles
1 43 (51.19%) Developer
2 41 (48.81%) Python Developer
3 25 (29.76%) Data Scientist
4 9 (10.71%) Machine Learning Scientist
5 7 (8.33%) Senior Data Scientist
6 6 (7.14%) Analytics Manager
6 6 (7.14%) Data Manager
6 6 (7.14%) Quantitative Developer
7 5 (5.95%) Analytics Consultant
7 5 (5.95%) Consultant
7 5 (5.95%) Data Analytics Consultant
7 5 (5.95%) Data Analytics Manager
7 5 (5.95%) Data Consultant
7 5 (5.95%) Senior Analytics Manager
7 5 (5.95%) Senior Consultant
7 5 (5.95%) Senior Manager
8 3 (3.57%) C++ Developer
8 3 (3.57%) DevOps Engineer
8 3 (3.57%) Linux Engineer
8 3 (3.57%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 74 (88.10%) NumPy
2 53 (63.10%) Pandas
3 18 (21.43%) D3.js
3 18 (21.43%) Pyramid
3 18 (21.43%) scikit-learn
4 12 (14.29%) Highcharts JS
5 11 (13.10%) Matplotlib
6 9 (10.71%) AngularJS
6 9 (10.71%) Django
7 7 (8.33%) Esper
7 7 (8.33%) Natural Language Processing
8 6 (7.14%) Boost C++ Libraries
8 6 (7.14%) Cascalog
8 6 (7.14%) STL
9 5 (5.95%) Celery
10 4 (4.76%) Flask
10 4 (4.76%) Theano
11 3 (3.57%) SQLAlchemy
12 2 (2.38%) TensorFlow
13 1 (1.19%) ELK Stack
Miscellaneous
1 28 (33.33%) Computer Science
2 23 (27.38%) Algorithms
3 21 (25.00%) Hedge funds
4 14 (16.67%) Visualisation
5 10 (11.90%) Data Structures
5 10 (11.90%) Mathematics
5 10 (11.90%) Statistics
6 9 (10.71%) Analytical Skills
6 9 (10.71%) Fintech
7 5 (5.95%) Physics
8 4 (4.76%) Artificial Intelligence
9 3 (3.57%) Clustering
9 3 (3.57%) PMI
10 2 (2.38%) Biometrics
10 2 (2.38%) Equities
10 2 (2.38%) Foreign Exchange (FX)
11 1 (1.19%) Blockchain
11 1 (1.19%) Contract for Difference
11 1 (1.19%) Derivative
11 1 (1.19%) Economics
Operating Systems
1 35 (41.67%) Linux
2 17 (20.24%) Windows
3 12 (14.29%) Unix
4 1 (1.19%) CentOS
4 1 (1.19%) Debian
4 1 (1.19%) Red Hat Enterprise Linux
4 1 (1.19%) Ubuntu
Processes & Methodologies
1 28 (33.33%) Machine Learning
2 26 (30.95%) Continuous Integration
3 25 (29.76%) OO
4 22 (26.19%) Agile Software Development
4 22 (26.19%) Unit Testing
5 21 (25.00%) Software Engineering
5 21 (25.00%) TDD
6 17 (20.24%) Analytics
6 17 (20.24%) Refactoring
7 15 (17.86%) Data Analysis
8 13 (15.48%) Open Source
9 11 (13.10%) BDD
9 11 (13.10%) High Availability
9 11 (13.10%) Multithreaded Programming
9 11 (13.10%) Multithreading
9 11 (13.10%) Web Development
10 10 (11.90%) Data Analytics
10 10 (11.90%) Systematic Trading
11 9 (10.71%) Low Latency
12 8 (9.52%) Data Visualisation
Programming Languages
1 84 (100.00%) Python
2 38 (45.24%) SQL
3 37 (44.05%) C++
4 25 (29.76%) Java
5 21 (25.00%) R
6 18 (21.43%) C
7 12 (14.29%) Bash Shell
7 12 (14.29%) JavaScript
8 11 (13.10%) MATLAB
9 10 (11.90%) C#
10 6 (7.14%) Clojure
10 6 (7.14%) Cypher
10 6 (7.14%) VBA
11 5 (5.95%) Scala
12 2 (2.38%) Cython
13 1 (1.19%) ES6
13 1 (1.19%) Go
13 1 (1.19%) Haskell
13 1 (1.19%) Julia
13 1 (1.19%) Lua
Qualifications
1 34 (40.48%) PhD
2 23 (27.38%) Degree
3 3 (3.57%) PMI Certification
Quality Assurance & Compliance
1 1 (1.19%) Data Quality
System Software
1 6 (7.14%) Virtual Machines
1 6 (7.14%) VirtualBox
2 4 (4.76%) HDFS
3 2 (2.38%) Apache Flume
3 2 (2.38%) Docker
Systems Management
1 1 (1.19%) Ansible
1 1 (1.19%) Kibana
1 1 (1.19%) logstash
1 1 (1.19%) StatsD
Vendors
1 12 (14.29%) Oracle
2 3 (3.57%) Cloudera
2 3 (3.57%) Hortonworks
2 3 (3.57%) IBM
2 3 (3.57%) Red Hat
3 2 (2.38%) Tableau
4 1 (1.19%) Google
4 1 (1.19%) MicroStrategy
Central London / West End
Client Server
Salary: £25k to £35k + benefits
Posted: 3 days ago
London
Oliver Bernard
Salary: £80000 - £100000 per annum + bonus, shares
Posted: 5 days ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 6 days ago
London
OHO Group Ltd.
Salary: £55000 - £65000 per annum
Posted: 10 days ago
City, London
Quant Capital
Salary: Up to £80,000 per annum + benefits
Posted: 6 days ago