The table below looks at the statistics for SciPy skills in IT jobs advertised across the UK. Included is a guide to the salaries offered in IT jobs that have cited SciPy over the 3 months to 24 February 2017 with a comparison to the same period over the previous 2 years.

3 months to
24 Feb 2017
Same period 2016 Same period 2015
SciPy
UK
Rank 811 849 918
Rank change year-on-year
+38 +69
Permanent jobs citing SciPy 46 97 35
As % of all permanent IT jobs located in the UK 0.055% 0.095% 0.033%
As % of the Libraries, Frameworks & Software Standards category 0.14% 0.25% 0.088%
Number of salaries quoted 42 84 30
Median salary £90,000 £70,000 £67,500
Median salary % change year-on-year
+28.57% +3.70%
90% offered a salary of more than £60,000 £34,000 £47,500
10% offered a salary of more than £110,000 £91,750 £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 across the UK.

Libraries, Frameworks & Software Standards Category
UK
Permanent IT job ads with a match in the
Libraries, Frameworks & Software Standards category
33171 39031 39969
As % of all permanent IT jobs located in the UK 39.38% 38.19% 37.42%
Number of salaries quoted 28481 33605 34253
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 £31,500 £30,000
10% offered a salary of more than £70,000 £65,000 £67,500
UK excluding London median salary £42,500 £42,500 £40,000
% change year-on-year
- +6.25%

SciPy
Jobs Demand Trend

The demand trend of job ads citing SciPy as a proportion of all IT jobs with a match in the Libraries, Frameworks & Software Standards category.

SciPy Jobs Demand Trend in the UK

SciPy
Salary Trend

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing SciPy within the UK.

SciPy Salary Trend in the UK

SciPy
Salary Histogram

This chart provides a salary histogram for IT jobs citing SciPy over the 3 months to 24 February 2017 within the UK.

SciPy Salary Histogram in the UK

SciPy
Top 8 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing SciPy within the UK over the 3 months to 24 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
England +47 44 £90,000 +28.57% 10
London +37 43 £90,000 +24.13% 10
City of London +41 9 £70,000 -6.66%
Glasgow - 2 - -
Scotland - 2 - -
South East +42 1 £47,000 -24.80%
Folkestone - 1 £47,000 -
Kent - 1 £47,000 -

SciPy
Top 30 Related IT Skills

For the 6 months to 24 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 with a requirement for SciPy.

1 86 (100.00%) Python
2 78 (90.70%) NumPy
3 58 (67.44%) Finance
4 54 (62.79%) Pandas
5 43 (50.00%) SQL
6 40 (46.51%) C++
6 40 (46.51%) Linux
7 34 (39.53%) Computer Science
8 33 (38.37%) PhD
9 31 (36.05%) Continuous Integration
10 30 (34.88%) Java
11 28 (32.56%) OO
11 28 (32.56%) Degree
12 27 (31.40%) Mathematics
12 27 (31.40%) Software Engineering
12 27 (31.40%) MongoDB
13 26 (30.23%) Agile Software Development
13 26 (30.23%) Windows
14 25 (29.07%) TDD
14 25 (29.07%) Unit Testing
15 24 (27.91%) Machine Learning
16 23 (26.74%) NoSQL
17 22 (25.58%) Hedge funds
18 21 (24.42%) Git (software)
18 21 (24.42%) Algorithms
19 20 (23.26%) D3.js
19 20 (23.26%) Pyramid
20 19 (22.09%) Big Data
20 19 (22.09%) Analytics
21 18 (20.93%) Refactoring

SciPy
Top Related IT Skills 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 (19.77%) IPython
2 15 (17.44%) Apache Spark
3 10 (11.63%) Apache Pig
4 5 (5.81%) Apache
5 4 (4.65%) SAS
6 1 (1.16%) Elasticsearch
6 1 (1.16%) Jupyter
Applications
1 5 (5.81%) GNU Octave
2 1 (1.16%) SPSS
Business Applications
1 1 (1.16%) Front Arena
Cloud Services
1 13 (15.12%) Amazon AWS
2 11 (12.79%) Amazon EC2
2 11 (12.79%) Amazon S3
3 6 (6.98%) Amazon EMR
4 5 (5.81%) Amazon CloudWatch
4 5 (5.81%) IaaS
4 5 (5.81%) Microsoft Azure
4 5 (5.81%) PaaS
5 3 (3.49%) GitHub
6 1 (1.16%) Google Analytics
6 1 (1.16%) Google Cloud Platform
Database & Business Intelligence
1 27 (31.40%) MongoDB
2 23 (26.74%) NoSQL
3 19 (22.09%) Big Data
4 17 (19.77%) Hadoop
5 13 (15.12%) Apache Hive
6 8 (9.30%) PostgreSQL
7 7 (8.14%) Data Mining
8 5 (5.81%) Flink
8 5 (5.81%) Impala
8 5 (5.81%) Mahout
8 5 (5.81%) Neo4j
9 4 (4.65%) KDB
9 4 (4.65%) Relational Database
10 3 (3.49%) SQL Server
11 2 (2.33%) Amazon Redshift
11 2 (2.33%) Apache Cassandra
11 2 (2.33%) MySQL
11 2 (2.33%) Sqoop
12 1 (1.16%) BigQuery
12 1 (1.16%) Blockchain
Development Applications
1 21 (24.42%) Git (software)
2 15 (17.44%) Mercurial
3 10 (11.63%) Jenkins
4 6 (6.98%) Maven
5 5 (5.81%) Vagrant
5 5 (5.81%) Yeoman
6 3 (3.49%) Team Foundation Server
7 1 (1.16%) PyUnit
7 1 (1.16%) Subversion
General
1 58 (67.44%) Finance
2 5 (5.81%) Banking
2 5 (5.81%) Front Office
3 4 (4.65%) Manufacturing
3 4 (4.65%) Retail
3 4 (4.65%) Telecoms
4 3 (3.49%) Financial Institution
5 1 (1.16%) Aerospace
5 1 (1.16%) Back Office
Job Titles
1 46 (53.49%) Developer
2 44 (51.16%) Python Developer
3 21 (24.42%) Data Scientist
4 5 (5.81%) Analytics Manager
4 5 (5.81%) Data Manager
4 5 (5.81%) Machine Learning Scientist
4 5 (5.81%) Quantitative Developer
4 5 (5.81%) Senior Data Scientist
5 4 (4.65%) Analytics Consultant
5 4 (4.65%) Consultant
5 4 (4.65%) Data Analytics Consultant
5 4 (4.65%) Data Analytics Manager
5 4 (4.65%) Data Consultant
5 4 (4.65%) Senior Analytics Manager
5 4 (4.65%) Senior Consultant
5 4 (4.65%) Senior Manager
6 3 (3.49%) DevOps Engineer
6 3 (3.49%) Linux DevOps Engineer
6 3 (3.49%) Linux Engineer
6 3 (3.49%) Linux/Unix DevOps
Libraries, Frameworks & Software Standards
1 78 (90.70%) NumPy
2 54 (62.79%) Pandas
3 20 (23.26%) D3.js
3 20 (23.26%) Pyramid
4 15 (17.44%) Highcharts JS
4 15 (17.44%) Matplotlib
5 12 (13.95%) scikit-learn
6 7 (8.14%) Django
7 6 (6.98%) AngularJS
7 6 (6.98%) Elastic Stack
7 6 (6.98%) Natural Language Processing
8 5 (5.81%) Cascalog
8 5 (5.81%) Esper
8 5 (5.81%) Kafka
8 5 (5.81%) REST
9 4 (4.65%) Boost C++ Libraries
9 4 (4.65%) STL
10 3 (3.49%) Celery
10 3 (3.49%) Flask
10 3 (3.49%) SQLAlchemy
Miscellaneous
1 34 (39.53%) Computer Science
2 22 (25.58%) Hedge funds
3 21 (24.42%) Algorithms
4 11 (12.79%) Data Structures
5 10 (11.63%) Analytical Skills
5 10 (11.63%) Fintech
6 5 (5.81%) Hybrid Cloud
7 4 (4.65%) Public Cloud
8 2 (2.33%) Clustering
8 2 (2.33%) PMI
9 1 (1.16%) Credit Risk
9 1 (1.16%) Derivative
9 1 (1.16%) Digital Media
Operating Systems
1 40 (46.51%) Linux
2 26 (30.23%) Windows
3 17 (19.77%) Unix
4 1 (1.16%) CentOS
4 1 (1.16%) Debian
4 1 (1.16%) Red Hat Enterprise Linux
4 1 (1.16%) Ubuntu
Processes & Methodologies
1 31 (36.05%) Continuous Integration
2 28 (32.56%) OO
3 27 (31.40%) Mathematics
3 27 (31.40%) Software Engineering
4 26 (30.23%) Agile Software Development
5 25 (29.07%) TDD
5 25 (29.07%) Unit Testing
6 24 (27.91%) Machine Learning
7 19 (22.09%) Analytics
8 18 (20.93%) Refactoring
9 15 (17.44%) BDD
9 15 (17.44%) Web Development
10 14 (16.28%) Data Analysis
11 12 (13.95%) Statistics
12 11 (12.79%) High Availability
12 11 (12.79%) Multithreaded Programming
12 11 (12.79%) Multithreading
13 10 (11.63%) Open Source
13 10 (11.63%) Visualisation
14 9 (10.47%) Data Analytics
Programming Languages
1 86 (100.00%) Python
2 43 (50.00%) SQL
3 40 (46.51%) C++
4 30 (34.88%) Java
5 16 (18.60%) R
6 15 (17.44%) C
6 15 (17.44%) JavaScript
7 11 (12.79%) Bash Shell
8 10 (11.63%) C#
9 7 (8.14%) MATLAB
10 5 (5.81%) Clojure
10 5 (5.81%) Cypher
10 5 (5.81%) Perl
10 5 (5.81%) Ruby
10 5 (5.81%) Scala
10 5 (5.81%) VBA
11 2 (2.33%) Cython
12 1 (1.16%) ES6
12 1 (1.16%) Go
12 1 (1.16%) Haskell
Qualifications
1 33 (38.37%) PhD
2 28 (32.56%) Degree
3 2 (2.33%) PMI Certification
Quality Assurance & Compliance
1 1 (1.16%) Data Quality
System Software
1 7 (8.14%) Apache Flume
2 6 (6.98%) Docker
3 5 (5.81%) Virtual Machines
3 5 (5.81%) VirtualBox
4 1 (1.16%) HDFS
Systems Management
1 5 (5.81%) Docker Swarm
1 5 (5.81%) Kubernetes
1 5 (5.81%) Mesos
2 1 (1.16%) Ansible
2 1 (1.16%) Kibana
2 1 (1.16%) logstash
2 1 (1.16%) StatsD
Vendors
1 16 (18.60%) Oracle
2 5 (5.81%) Splunk
3 3 (3.49%) IBM
3 3 (3.49%) Red Hat
4 2 (2.33%) Cloudera
4 2 (2.33%) Hortonworks
5 1 (1.16%) Google
5 1 (1.16%) Tableau
Central London / West End
Client Server
Salary: £30k to £40k + benefits
Posted: 2 days ago
London
Oliver Bernard
Salary: £40000 - £60000 per annum + bonus
Posted: 3 days ago
London
G2 Recruitment Solutions
Salary: £NEG
Posted: 3 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
Pioneer Search
Salary: £55000.00 - £70000.00 per annum
Posted: 3 days ago
London
Harrington Starr
Salary: £75000 - £95000 per annum + Benefits + Bonus
Posted: 6 days ago
London
Digitech Resourcing Ltd
Salary: From £50,000 to £60,000 per annum
Posted: 6 days ago
London
Adteq
Salary: From £50,000 to £65,000 per annum good salary, good benefits and bonus
Posted: 3 days ago
London
Hays London City Cheapside
Salary: £60000.00 - £70000.00 per annum
Posted: 23 days ago