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 26 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
26 Feb 2017
Same period 2016 Same period 2015
SciPy
UK / England
Rank 790 833 894
Rank change year-on-year
+43 +61
Permanent jobs citing SciPy 42 95 36
As % of all permanent IT jobs located in England 0.054% 0.099% 0.036%
As % of the Libraries, Frameworks & Software Standards category 0.14% 0.26% 0.096%
Number of salaries quoted 40 85 31
Median salary £90,000 £70,000 £70,000
Median salary % change year-on-year
+28.57% -
90% offered a salary of more than £59,500 £34,500 £47,500
10% offered a salary of more than £110,500 £92,500 £115,000
UK excluding London median salary £47,000 £32,000 -
% change year-on-year
+46.87% -

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
30813 36972 37376
As % of all permanent IT jobs located in England 39.49% 38.53% 37.50%
Number of salaries quoted 26643 32179 32224
Median salary £45,000 £45,000 £44,000
Median salary % change year-on-year
- +2.27%
90% offered a salary of more than £32,500 £31,500 £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 26 February 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 26 February 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 +37 41 £90,000 +24.13% 8
South East +59 1 £47,000 -24.80%
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 26 February 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 80 (100.00%) Python
2 72 (90.00%) NumPy
3 54 (67.50%) Pandas
4 53 (66.25%) Finance
5 43 (53.75%) SQL
6 40 (50.00%) C++
7 35 (43.75%) Linux
8 34 (42.50%) Computer Science
9 32 (40.00%) PhD
10 28 (35.00%) OO
11 27 (33.75%) Mathematics
12 26 (32.50%) Continuous Integration
12 26 (32.50%) MongoDB
13 25 (31.25%) Unit Testing
13 25 (31.25%) Java
13 25 (31.25%) TDD
14 24 (30.00%) Degree
15 23 (28.75%) NoSQL
15 23 (28.75%) Machine Learning
16 22 (27.50%) Hedge funds
16 22 (27.50%) Software Engineering
17 21 (26.25%) Git (software)
17 21 (26.25%) Agile Software Development
17 21 (26.25%) Windows
17 21 (26.25%) Algorithms
18 20 (25.00%) Pyramid
18 20 (25.00%) D3.js
19 18 (22.50%) Refactoring
20 17 (21.25%) IPython
21 16 (20.00%) Oracle

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 17 (21.25%) IPython
2 10 (12.50%) Apache Spark
3 5 (6.25%) Apache
3 5 (6.25%) Apache Pig
4 4 (5.00%) SAS
5 1 (1.25%) Elasticsearch
5 1 (1.25%) Jupyter
Applications
1 5 (6.25%) GNU Octave
2 1 (1.25%) SPSS
Business Applications
1 1 (1.25%) Front Arena
Cloud Services
1 8 (10.00%) Amazon AWS
2 6 (7.50%) Amazon EC2
2 6 (7.50%) Amazon EMR
2 6 (7.50%) Amazon S3
3 3 (3.75%) GitHub
4 1 (1.25%) Google Analytics
4 1 (1.25%) Google Cloud Platform
Database & Business Intelligence
1 26 (32.50%) MongoDB
2 23 (28.75%) NoSQL
3 14 (17.50%) Big Data
4 11 (13.75%) Hadoop
5 8 (10.00%) Apache Hive
6 7 (8.75%) Data Mining
6 7 (8.75%) PostgreSQL
7 5 (6.25%) Impala
7 5 (6.25%) Mahout
7 5 (6.25%) Neo4j
8 4 (5.00%) KDB
8 4 (5.00%) Relational Database
9 3 (3.75%) SQL Server
10 2 (2.50%) Amazon Redshift
10 2 (2.50%) Apache Cassandra
10 2 (2.50%) Sqoop
11 1 (1.25%) BigQuery
11 1 (1.25%) Blockchain
11 1 (1.25%) MySQL
Development Applications
1 21 (26.25%) Git (software)
2 15 (18.75%) Mercurial
3 6 (7.50%) Maven
4 5 (6.25%) Jenkins
4 5 (6.25%) Vagrant
4 5 (6.25%) Yeoman
5 3 (3.75%) Team Foundation Server
6 1 (1.25%) PyUnit
6 1 (1.25%) Subversion
General
1 53 (66.25%) Finance
2 5 (6.25%) Banking
2 5 (6.25%) Front Office
3 4 (5.00%) Manufacturing
3 4 (5.00%) Retail
3 4 (5.00%) Telecoms
4 3 (3.75%) Financial Institution
5 1 (1.25%) Aerospace
5 1 (1.25%) Back Office
Job Titles
1 46 (57.50%) Developer
2 44 (55.00%) Python Developer
3 20 (25.00%) Data Scientist
4 5 (6.25%) Analytics Manager
4 5 (6.25%) Data Manager
4 5 (6.25%) Quantitative Developer
4 5 (6.25%) Senior Data Scientist
5 4 (5.00%) Analytics Consultant
5 4 (5.00%) Consultant
5 4 (5.00%) Data Analytics Consultant
5 4 (5.00%) Data Analytics Manager
5 4 (5.00%) Data Consultant
5 4 (5.00%) Machine Learning Scientist
5 4 (5.00%) Senior Analytics Manager
5 4 (5.00%) Senior Consultant
5 4 (5.00%) Senior Manager
6 3 (3.75%) DevOps Engineer
6 3 (3.75%) Junior
6 3 (3.75%) Linux DevOps Engineer
6 3 (3.75%) Linux Engineer
Libraries, Frameworks & Software Standards
1 72 (90.00%) NumPy
2 54 (67.50%) Pandas
3 20 (25.00%) D3.js
3 20 (25.00%) Pyramid
4 15 (18.75%) Highcharts JS
4 15 (18.75%) Matplotlib
5 11 (13.75%) scikit-learn
6 7 (8.75%) Django
7 6 (7.50%) AngularJS
7 6 (7.50%) Natural Language Processing
8 5 (6.25%) Cascalog
8 5 (6.25%) Esper
9 4 (5.00%) Boost C++ Libraries
9 4 (5.00%) STL
10 3 (3.75%) Celery
10 3 (3.75%) Flask
10 3 (3.75%) SQLAlchemy
11 2 (2.50%) TensorFlow
12 1 (1.25%) Elastic Stack
12 1 (1.25%) Redux
Miscellaneous
1 34 (42.50%) Computer Science
2 22 (27.50%) Hedge funds
3 21 (26.25%) Algorithms
4 11 (13.75%) Data Structures
5 10 (12.50%) Analytical Skills
5 10 (12.50%) Fintech
6 2 (2.50%) Clustering
6 2 (2.50%) PMI
7 1 (1.25%) Credit Risk
7 1 (1.25%) Derivative
7 1 (1.25%) Digital Media
Operating Systems
1 35 (43.75%) Linux
2 21 (26.25%) Windows
3 12 (15.00%) Unix
4 1 (1.25%) CentOS
4 1 (1.25%) Debian
4 1 (1.25%) Red Hat Enterprise Linux
4 1 (1.25%) Ubuntu
Processes & Methodologies
1 28 (35.00%) OO
2 27 (33.75%) Mathematics
3 26 (32.50%) Continuous Integration
4 25 (31.25%) TDD
4 25 (31.25%) Unit Testing
5 23 (28.75%) Machine Learning
6 22 (27.50%) Software Engineering
7 21 (26.25%) Agile Software Development
8 18 (22.50%) Refactoring
9 15 (18.75%) BDD
9 15 (18.75%) Web Development
10 14 (17.50%) Analytics
10 14 (17.50%) Data Analysis
11 12 (15.00%) Statistics
12 11 (13.75%) High Availability
12 11 (13.75%) Multithreaded Programming
12 11 (13.75%) Multithreading
13 10 (12.50%) Open Source
13 10 (12.50%) Visualisation
14 9 (11.25%) Data Analytics
Programming Languages
1 80 (100.00%) Python
2 43 (53.75%) SQL
3 40 (50.00%) C++
4 25 (31.25%) Java
5 15 (18.75%) C
5 15 (18.75%) JavaScript
5 15 (18.75%) R
6 11 (13.75%) Bash Shell
7 10 (12.50%) C#
8 6 (7.50%) MATLAB
9 5 (6.25%) Clojure
9 5 (6.25%) Cypher
9 5 (6.25%) Scala
9 5 (6.25%) VBA
10 2 (2.50%) Cython
11 1 (1.25%) Erlang
11 1 (1.25%) ES6
11 1 (1.25%) Go
11 1 (1.25%) Haskell
Qualifications
1 32 (40.00%) PhD
2 24 (30.00%) Degree
3 2 (2.50%) PMI Certification
Quality Assurance & Compliance
1 1 (1.25%) Data Quality
System Software
1 5 (6.25%) Virtual Machines
1 5 (6.25%) VirtualBox
2 2 (2.50%) Apache Flume
3 1 (1.25%) Docker
Systems Management
1 1 (1.25%) Ansible
1 1 (1.25%) Kibana
1 1 (1.25%) logstash
1 1 (1.25%) StatsD
Vendors
1 16 (20.00%) Oracle
2 3 (3.75%) IBM
2 3 (3.75%) Red Hat
3 2 (2.50%) Cloudera
3 2 (2.50%) Hortonworks
4 1 (1.25%) Google
4 1 (1.25%) Tableau
London
UBS
Posted: Yesterday
London
Oliver Bernard
Salary: £40000 - £60000 per annum + bonus
Posted: 6 days ago
Central London / West End
Client Server
Salary: £30k to £40k + benefits
Posted: 5 days ago
London
G2 Recruitment Solutions
Salary: £NEG
Posted: 5 days ago
London
Pioneer Search
Salary: £55000.00 - £70000.00 per annum
Posted: 6 days ago
London
Hays London City Cheapside
Salary: £60000.00 - £70000.00 per annum
Posted: 25 days ago
London
Adteq
Salary: From £50,000 to £65,000 per annum good salary, good benefits and bonus
Posted: 6 days ago