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 25 September 2016 with a comparison to the same period over the previous 2 years.

3 months to
25 Sep 2016
Same period 2015 Same period 2014
SciPy
Rank 850 875 934
Rank change year-on-year
+25 +59
Permanent jobs citing SciPy 32 62 32
As % of all permanent IT jobs located in England 0.036% 0.061% 0.030%
As % of the Libraries, Frameworks & Software Standards category 0.093% 0.16% 0.078%
Number of salaries quoted 32 60 32
Median salary £95,000 £75,000 £61,750
Median salary % change year-on-year
+26.66% +21.45%
90% offered a salary of more than £60,000 £47,250 £45,700
10% offered a salary of more than £109,500 £85,000 £80,000
UK excluding London median salary - £67,500 -
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
34480 38916 40806
As % of all permanent IT jobs located in England 38.85% 37.98% 38.25%
Number of salaries quoted 30064 33658 34589
Median salary £47,500 £45,000 £42,500
Median salary % change year-on-year
+5.55% +5.88%
90% offered a salary of more than £32,000 £30,000 £30,000
10% offered a salary of more than £70,000 £63,100 £67,500
UK excluding London median salary £41,500 £40,000 £40,000
% change year-on-year
+3.75% -

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 25 September 2016.

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 25 September 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
(Click see detailed
statistics and trends)
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 +24 32 £95,000 +18.75% 8
SciPy
UK

SciPy
Top 30 Related IT Skills in England

For the 6 months to 25 September 2016, 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.

1 104 (100.00%) Python
2 80 (76.92%) NumPy
3 73 (70.19%) Pandas
4 58 (55.77%) Finance
5 42 (40.38%) Visualisation
6 40 (38.46%) Degree
7 39 (37.50%) Unit Testing
7 39 (37.50%) PhD
7 39 (37.50%) Linux
8 38 (36.54%) Computer Science
9 37 (35.58%) Continuous Integration
9 37 (35.58%) MongoDB
10 34 (32.69%) SQL
10 34 (32.69%) Machine Learning
10 34 (32.69%) Analytical Skills
11 33 (31.73%) C++
12 32 (30.77%) Open Source
12 32 (30.77%) scikit-learn
13 30 (28.85%) Analytics
13 30 (28.85%) Git (software)
13 30 (28.85%) Software Engineering
14 29 (27.88%) Amazon AWS
15 28 (26.92%) Data Analysis
15 28 (26.92%) R
15 28 (26.92%) Algorithms
16 26 (25.00%) Data Visualisation
16 26 (25.00%) Big Data
16 26 (25.00%) Hadoop
17 25 (24.04%) Agile Software Development
17 25 (24.04%) PostgreSQL

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 (18.27%) Apache Pig
2 14 (13.46%) IPython
3 13 (12.50%) Apache Spark
4 12 (11.54%) Apache
5 7 (6.73%) Jupyter
6 4 (3.85%) SAS
7 1 (0.96%) Confluence
7 1 (0.96%) Elasticsearch
Applications
1 3 (2.88%) SPSS
1 3 (2.88%) Weka
Business Applications
1 1 (0.96%) Front Arena
Cloud Services
1 29 (27.88%) Amazon AWS
2 24 (23.08%) Amazon EC2
3 23 (22.12%) Amazon S3
4 19 (18.27%) Amazon EMR
5 5 (4.81%) Amazon Kinesis
6 4 (3.85%) Route 53
7 1 (0.96%) AWS Elastic Beanstalk
Communications & Networking
1 1 (0.96%) AMQP
1 1 (0.96%) Internet
1 1 (0.96%) IPv4
1 1 (0.96%) MQTT
1 1 (0.96%) Wi-Fi
Database & Business Intelligence
1 37 (35.58%) MongoDB
2 26 (25.00%) Big Data
2 26 (25.00%) Hadoop
3 25 (24.04%) PostgreSQL
4 21 (20.19%) Apache Hive
5 19 (18.27%) Impala
5 19 (18.27%) Mahout
5 19 (18.27%) Neo4j
6 18 (17.31%) Data Mining
7 10 (9.62%) KDB
8 9 (8.65%) NoSQL
9 8 (7.69%) MySQL
10 6 (5.77%) Relational Database
11 5 (4.81%) Amazon Redshift
11 5 (4.81%) Data Warehouse
12 4 (3.85%) QlikView
12 4 (3.85%) SQL Server
13 2 (1.92%) Oracle Database
Development Applications
1 30 (28.85%) Git (software)
2 19 (18.27%) Jenkins
2 19 (18.27%) Vagrant
2 19 (18.27%) Yeoman
3 11 (10.58%) Maven
4 1 (0.96%) Bitbucket
4 1 (0.96%) Cucumber
4 1 (0.96%) JIRA
4 1 (0.96%) Selenium
4 1 (0.96%) WebDriver
General
1 58 (55.77%) Finance
2 17 (16.35%) Front Office
3 13 (12.50%) Banking
4 10 (9.62%) Manufacturing
4 10 (9.62%) Retail
4 10 (9.62%) Telecoms
5 5 (4.81%) Games
6 2 (1.92%) Investment Banking
Job Titles
1 45 (43.27%) Developer
2 36 (34.62%) Python Developer
3 31 (29.81%) Data Scientist
4 17 (16.35%) C++ Developer
5 11 (10.58%) Machine Learning Scientist
6 10 (9.62%) Analytics Consultant
6 10 (9.62%) Consultant
6 10 (9.62%) Data Analytics Consultant
6 10 (9.62%) Data Consultant
7 9 (8.65%) Head of IT
7 9 (8.65%) Quantitative Developer
8 8 (7.69%) Senior Data Scientist
8 8 (7.69%) Software Engineer
9 7 (6.73%) C++ Quantitative Developer
9 7 (6.73%) Linux Developer
10 6 (5.77%) Data Manager
10 6 (5.77%) Head of Data Management
10 6 (5.77%) Senior Software Engineer
11 5 (4.81%) Data Engineer
11 5 (4.81%) Senior Developer
Libraries, Frameworks & Software Standards
1 80 (76.92%) NumPy
2 73 (70.19%) Pandas
3 32 (30.77%) scikit-learn
4 24 (23.08%) D3.js
4 24 (23.08%) Natural Language Processing
5 19 (18.27%) Cascalog
6 12 (11.54%) AngularJS
7 11 (10.58%) Boost C++ Libraries
7 11 (10.58%) Esper
7 11 (10.58%) Pyramid
7 11 (10.58%) STL
8 10 (9.62%) Web Services
9 8 (7.69%) Django
10 7 (6.73%) Celery
11 6 (5.77%) HTML
12 4 (3.85%) .NET
12 4 (3.85%) Flask
12 4 (3.85%) Theano
13 3 (2.88%) Node.js
13 3 (2.88%) Reactive Extensions
Miscellaneous
1 42 (40.38%) Visualisation
2 38 (36.54%) Computer Science
3 34 (32.69%) Analytical Skills
4 28 (26.92%) Algorithms
5 23 (22.12%) Statistics
6 20 (19.23%) Hedge funds
7 17 (16.35%) Mathematics
8 16 (15.38%) Physics
9 14 (13.46%) Fintech
10 6 (5.77%) Biology
11 5 (4.81%) Client/Server
11 5 (4.81%) Data Structures
12 4 (3.85%) Derivative
13 3 (2.88%) Artificial Intelligence
13 3 (2.88%) Equities
13 3 (2.88%) Foreign Exchange (FX)
14 2 (1.92%) Biometrics
14 2 (1.92%) Equity Derivative
14 2 (1.92%) Fixed Income
14 2 (1.92%) Neural Network
Operating Systems
1 39 (37.50%) Linux
2 5 (4.81%) Unix
3 1 (0.96%) Android
3 1 (0.96%) Apple iOS
Processes & Methodologies
1 39 (37.50%) Unit Testing
2 37 (35.58%) Continuous Integration
3 34 (32.69%) Machine Learning
4 32 (30.77%) Open Source
5 30 (28.85%) Analytics
5 30 (28.85%) Software Engineering
6 28 (26.92%) Data Analysis
7 26 (25.00%) Data Visualisation
8 25 (24.04%) Agile Software Development
9 23 (22.12%) Time Series Analysis
10 21 (20.19%) OO
10 21 (20.19%) Statistical Analysis
11 20 (19.23%) Data Analytics
12 19 (18.27%) Computer Vision
12 19 (18.27%) Data Munging
12 19 (18.27%) Sentiment Analysis
12 19 (18.27%) User Stories
13 16 (15.38%) Bioinformatics
14 13 (12.50%) Data Acquisition
14 13 (12.50%) Refactoring
Programming Languages
1 104 (100.00%) Python
2 34 (32.69%) SQL
3 33 (31.73%) C++
4 28 (26.92%) R
5 21 (20.19%) Clojure
6 19 (18.27%) Bash Shell
6 19 (18.27%) Cypher
6 19 (18.27%) VBA
7 18 (17.31%) C
7 18 (17.31%) Java
8 10 (9.62%) JavaScript
9 9 (8.65%) MATLAB
10 7 (6.73%) C#
11 6 (5.77%) Cython
12 3 (2.88%) Scala
13 2 (1.92%) Haskell
13 2 (1.92%) Lua
14 1 (0.96%) Julia
Qualifications
1 40 (38.46%) Degree
2 39 (37.50%) PhD
3 1 (0.96%) PMI Certification
Quality Assurance & Compliance
1 6 (5.77%) ISO/IEC 27001
System Software
1 19 (18.27%) Virtual Machines
1 19 (18.27%) VirtualBox
2 4 (3.85%) HDFS
3 1 (0.96%) Docker
Vendors
1 12 (11.54%) Oracle
2 8 (7.69%) Tableau
3 1 (0.96%) Cloudera
3 1 (0.96%) Facebook
3 1 (0.96%) Google
3 1 (0.96%) Hortonworks
3 1 (0.96%) MicroStrategy
Oxford, Oxfordshire
X4 Group
Salary: £50k - 70k per year
Posted: 2 days ago
London
Westbourne Partners
Salary: From £50,000 to £90,000 per annum Level of salary really dependent on
Posted: 2 days ago
London
Capita Resourcing - IT Resourcing
Salary: £50000 - £70000 per annum + stock options
Posted: 3 days ago
London
Hays Finance Technology
Salary: £30000.00 - £60000.00 per annum
Posted: 6 days ago
Central London / West End
Digitech Resourcing Ltd
Salary: From £55,000 to £85,000 per annum + Excellent benefits package
Posted: 4 days ago
London
Careerwise UK Limited
Salary: £115000 per annum + bonus + benefits
Posted: 4 days ago
London
Miller Maxwell Ltd
Salary: From £35,000 to £65,000 per annum Dependent on Experience
Posted: 6 days ago
City of London
Deerfoot IT Resources Ltd
Salary: £40000 - £60000 per annum + excellent benefits
Posted: 19 days ago