SciPy
UK

The following table provides summary statistics for permanent job vacancies with a requirement for SciPy skills. Included is a benchmarking guide to the salaries offered in vacancies that have cited SciPy over the 6 months to 4 December 2023 with a comparison to the same period in the previous 2 years.

6 months to
4 Dec 2023
Same period 2022 Same period 2021
Rank 684 930 954
Rank change year-on-year +246 +24 -270
Permanent jobs citing SciPy 57 146 145
As % of all permanent jobs advertised in the UK 0.11% 0.12% 0.11%
As % of the Libraries, Frameworks & Software Standards category 0.41% 0.36% 0.29%
Number of salaries quoted 56 128 76
10th Percentile £102,500 £66,250 £47,500
25th Percentile £106,250 £74,688 £55,938
Median annual salary (50th Percentile) £125,000 £92,500 £80,000
Median % change year-on-year +35.14% +15.63% -5.88%
75th Percentile £155,000 £122,500 £122,500
90th Percentile - £143,750 -
UK excluding London median annual salary - £67,500 £60,000
% change year-on-year - +12.50% +50.00%

All Software Libraries and Frameworks
UK

SciPy is in the Software Libraries and Frameworks category. The following table is for comparison with the above and provides summary statistics for all permanent job vacancies with a requirement for technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 14,018 40,128 49,552
As % of all permanent jobs advertised in the UK 26.33% 32.38% 38.64%
Number of salaries quoted 10,969 24,275 32,022
10th Percentile £41,250 £40,000 £36,750
25th Percentile £51,250 £50,000 £45,000
Median annual salary (50th Percentile) £66,500 £65,000 £60,000
Median % change year-on-year +2.31% +8.33% +4.35%
75th Percentile £85,000 £86,250 £80,000
90th Percentile £106,258 £105,000 £96,250
UK excluding London median annual salary £57,500 £57,500 £52,500
% change year-on-year - +9.52% +5.00%

SciPy
Job Vacancy Trend

Job postings citing SciPy as a proportion of all IT jobs advertised.

Job vacancy trend for SciPy in the UK

SciPy
Salary Trend

3-month moving average salary quoted in jobs citing SciPy.

Salary trend for SciPy in the UK

SciPy
Salary Histogram

Salary distribution for jobs citing SciPy over the 6 months to 4 December 2023.

Salary histogram for SciPy in the UK

SciPy
Top 3 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 6 months to 4 December 2023. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 6 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England +255 57 £125,000 +35.14% 17
London +194 55 £125,000 +25.00% 8
Work from Home +233 52 £125,000 +25.00% 11

SciPy
Co-occurring Skills and Capabilities by Category

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

Application Platforms
1 52 (91.23%) Apache
2 50 (87.72%) Apache Airflow
3 1 (1.75%) Apache Spark
Cloud Services
1 54 (94.74%) AWS
2 52 (91.23%) dbt
2 52 (91.23%) GCP
3 2 (3.51%) Azure
Database & Business Intelligence
1 52 (91.23%) Apache Arrow
1 52 (91.23%) Dremio
2 50 (87.72%) Amazon Athena
2 50 (87.72%) Apache Ignite
3 2 (3.51%) PostgreSQL
4 1 (1.75%) Hadoop
4 1 (1.75%) NoSQL
General
1 54 (94.74%) Finance
2 52 (91.23%) Banking
2 52 (91.23%) Front Office
2 52 (91.23%) Investment Banking
Job Titles
1 54 (94.74%) Developer
2 52 (91.23%) AWS Developer
2 52 (91.23%) AWS Engineer
2 52 (91.23%) AWS Software Engineer
2 52 (91.23%) Developer/Software Engineer
2 52 (91.23%) Software Engineer
3 19 (33.33%) Java Developer
3 19 (33.33%) Java Engineer
3 19 (33.33%) Java Software Developer
3 19 (33.33%) Java Software Engineer
4 18 (31.58%) Python Developer
5 17 (29.82%) Data Engineer
5 17 (29.82%) Software Developer
6 16 (28.07%) Python Engineer
6 16 (28.07%) Python Software Engineer
7 2 (3.51%) Data Scientist
8 1 (1.75%) Consultant
8 1 (1.75%) Machine Learning Scientist
8 1 (1.75%) Senior
Libraries, Frameworks & Software Standards
1 57 (100.00%) NumPy
2 56 (98.25%) Pandas
3 52 (91.23%) gRPC
3 52 (91.23%) Protocol Buffers
4 3 (5.26%) TensorFlow
5 2 (3.51%) AngularJS
5 2 (3.51%) Dropwizard
5 2 (3.51%) PyTorch
5 2 (3.51%) scikit-learn
6 1 (1.75%) Kafka
6 1 (1.75%) Matplotlib
6 1 (1.75%) MLlib
6 1 (1.75%) MXNet
6 1 (1.75%) NetworkX
Miscellaneous
1 2 (3.51%) Algorithms
2 1 (1.75%) Distributed Systems
2 1 (1.75%) Equities
2 1 (1.75%) Fixed Income
2 1 (1.75%) Hedge funds
2 1 (1.75%) Onboarding
2 1 (1.75%) Renewable Energy
Processes & Methodologies
1 53 (92.98%) Analytics
1 53 (92.98%) Asset Management
1 53 (92.98%) Software Engineering
2 52 (91.23%) Agile
3 50 (87.72%) Data Architecture
4 4 (7.02%) Machine Learning
5 2 (3.51%) Artificial Intelligence
5 2 (3.51%) Computer Science
5 2 (3.51%) Data Science
5 2 (3.51%) Deep Learning
5 2 (3.51%) Mentoring
5 2 (3.51%) Neural Network
6 1 (1.75%) Anomaly Detection
6 1 (1.75%) Customer Experience
6 1 (1.75%) Customer-Centricity
6 1 (1.75%) Fintech
6 1 (1.75%) Investment Management
6 1 (1.75%) Portfolio Management
6 1 (1.75%) Risk Management
6 1 (1.75%) Time Series Forecasting
Programming Languages
1 57 (100.00%) Python
2 53 (92.98%) Java
3 52 (91.23%) TypeScript
4 50 (87.72%) JavaScript
5 19 (33.33%) SQL
6 17 (29.82%) Ruby
6 17 (29.82%) Scala
7 2 (3.51%) R
8 1 (1.75%) C
8 1 (1.75%) Gremlin
8 1 (1.75%) Perl
8 1 (1.75%) T-SQL
Qualifications
1 1 (1.75%) Degree
1 1 (1.75%) Master's Degree
Quality Assurance & Compliance
1 1 (1.75%) Data Quality