SciPy Contracts in England

SciPy
UK > England

The table below provides summary statistics for contract job vacancies advertised in England requiring SciPy skills. It includes a benchmarking guide to the contractor rates offered in vacancies that cited SciPy over the 6 months leading up to 10 June 2025, comparing them to the same period in the previous two years.

6 months to
10 Jun 2025
Same period 2024 Same period 2023
Rank 394 373 612
Rank change year-on-year -21 +239 +55
Contract jobs citing SciPy 92 172 26
As % of all contract jobs advertised in England 0.38% 0.46% 0.055%
As % of the Libraries, Frameworks & Software Standards category 1.67% 2.21% 0.24%
Number of daily rates quoted 73 159 18
10th Percentile £638 £619 £418
25th Percentile £675 £750 £613
Median daily rate (50th Percentile) £750 £800 £725
Median % change year-on-year -6.25% +10.34% +20.83%
75th Percentile £875 £888 £788
90th Percentile - - £799
UK median daily rate £750 £800 £725
% change year-on-year -6.25% +10.34% +20.83%
Number of hourly rates quoted 0 3 0
Median hourly rate - £62.50 -
UK median hourly rate - £62.50 -

All Software Libraries and Frameworks
England

SciPy falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all contract job vacancies requiring technical specification, industry standards, software libraries and framework skills in England.

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 5,505 7,766 10,666
As % of all contract IT jobs advertised in England 22.55% 20.88% 22.66%
Number of daily rates quoted 3,813 5,450 7,939
10th Percentile £363 £350 £395
25th Percentile £413 £431 £463
Median daily rate (50th Percentile) £525 £550 £550
Median % change year-on-year -4.55% - -4.35%
75th Percentile £653 £675 £688
90th Percentile £788 £800 £798
UK median daily rate £520 £535 £550
% change year-on-year -2.80% -2.73% -
Number of hourly rates quoted 109 247 135
10th Percentile £31.90 £22.65 £32.45
25th Percentile £50.00 £43.00 £51.25
Median hourly rate £62.50 £48.43 £65.00
Median % change year-on-year +29.05% -25.49% +22.64%
75th Percentile £68.00 £69.38 £75.00
90th Percentile £81.08 £75.00 £80.25
UK median hourly rate £60.00 £48.97 £65.00
% change year-on-year +22.54% -24.67% +23.81%

SciPy
Job Vacancy Trend in England

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

Job vacancy trend for SciPy in England

SciPy
Contractor Daily Rate Trend in England

3-month moving average daily rate quoted in jobs citing SciPy in England.

Daily rate trend for SciPy in England

SciPy
Daily Rate Histogram in England

Daily rate distribution for jobs citing SciPy in England over the 6 months to 10 June 2025.

Daily rate histogram for SciPy in England

SciPy
Contractor Hourly Rate Trend in England

3-month moving average hourly rates quoted in jobs citing SciPy in England.

Hourly rate trend for SciPy in England

SciPy
Contract Job Locations in England

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing SciPy within the England region over the 6 months to 10 June 2025. 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
Contract
IT Job Ads
Median
Daily Rate
Past 6 Months
Median Daily Rate
% Change
on Same Period
Last Year
Live
Jobs
London -26 90 £750 -6.25% 53
SciPy
UK

SciPy
Co-occurring Skills and Capabilities in England 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 66 (71.74%) Apache Airflow
2 33 (35.87%) Apache
Cloud Services
1 89 (96.74%) AWS
2 64 (69.57%) dbt
3 42 (45.65%) GCP
4 27 (29.35%) Snowflake
5 11 (11.96%) Dagster
6 10 (10.87%) Amazon S3
6 10 (10.87%) AWS Lambda
6 10 (10.87%) Serverless
7 8 (8.70%) Amazon SageMaker
7 8 (8.70%) AWS CodeCommit
7 8 (8.70%) Cloud9 IDE
7 8 (8.70%) Textract
8 7 (7.61%) Amazon EC2
8 7 (7.61%) Azure
9 5 (5.43%) Amazon ECS
9 5 (5.43%) Amazon EKS
10 3 (3.26%) Azure DevOps
10 3 (3.26%) GitHub
10 3 (3.26%) GitHub Actions
11 2 (2.17%) Amazon CloudWatch
Database & Business Intelligence
1 64 (69.57%) Amazon Athena
1 64 (69.57%) Apache Iceberg
1 64 (69.57%) Dremio
2 60 (65.22%) Apache Arrow
3 35 (38.04%) PostgreSQL
4 33 (35.87%) Apache Ignite
5 31 (33.70%) Data Lake
6 7 (7.61%) Oracle Database
7 4 (4.35%) NoSQL
8 2 (2.17%) Relational Database
9 1 (1.09%) Data Mining
9 1 (1.09%) Oracle Reports
Development Applications
1 11 (11.96%) Git
General
1 82 (89.13%) Finance
2 65 (70.65%) Front Office
3 46 (50.00%) Banking
4 41 (44.57%) Investment Banking
5 3 (3.26%) Public Sector
6 2 (2.17%) Military
6 2 (2.17%) Presentation Skills
6 2 (2.17%) Social Skills
7 1 (1.09%) Pharmaceutical
Job Titles
1 60 (65.22%) AWS Engineer
1 60 (65.22%) AWS Software Engineer
1 60 (65.22%) Software Engineer
2 50 (54.35%) Developer
2 50 (54.35%) Python Engineer
3 44 (47.83%) AWS Developer
3 44 (47.83%) Python Software Engineer
4 39 (42.39%) Python Developer
5 38 (41.30%) Java Engineer
5 38 (41.30%) Java Software Engineer
6 33 (35.87%) Developer/Software Engineer
7 26 (28.26%) Senior
8 25 (27.17%) Senior Java Engineer
8 25 (27.17%) Senior Java Software Engineer
8 25 (27.17%) Senior Software Engineer
9 11 (11.96%) Java Developer
9 11 (11.96%) Java Software Developer
9 11 (11.96%) JavaScript Developer
10 8 (8.70%) Data Scientist
11 6 (6.52%) Data Engineer
Libraries, Frameworks & Software Standards
1 92 (100.00%) NumPy
2 91 (98.91%) Pandas
3 46 (50.00%) AngularJS
3 46 (50.00%) React
3 46 (50.00%) Vue
4 33 (35.87%) gRPC
4 33 (35.87%) Node.js
4 33 (35.87%) Protocol Buffers
5 15 (16.30%) Polars
6 13 (14.13%) FastAPI
6 13 (14.13%) Flask
7 11 (11.96%) PySpark
8 8 (8.70%) OpenCV
8 8 (8.70%) pydantic
8 8 (8.70%) PyTorch
8 8 (8.70%) scikit-learn
8 8 (8.70%) TensorFlow
9 6 (6.52%) Redux
10 2 (2.17%) Kafka
Miscellaneous
1 61 (66.30%) Fixed Income
2 59 (64.13%) Foreign Exchange (FX)
3 48 (52.17%) Equities
4 40 (43.48%) Hedge funds
5 29 (31.52%) Derivative
6 22 (23.91%) Pricing Data
7 3 (3.26%) Algorithms
8 2 (2.17%) Genomics
8 2 (2.17%) Legacy Systems
8 2 (2.17%) Omics
8 2 (2.17%) Renewable Energy
8 2 (2.17%) Solar Panel
9 1 (1.09%) Market Risk
Operating Systems
1 14 (15.22%) Linux
2 3 (3.26%) Unix
Processes & Methodologies
1 81 (88.04%) Software Engineering
2 66 (71.74%) Agile
3 64 (69.57%) Asset Management
4 59 (64.13%) Investment Management
5 37 (40.22%) Fintech
6 33 (35.87%) Performance Attribution
7 31 (33.70%) Risk Management
8 27 (29.35%) Order Management
9 21 (22.83%) Data Engineering
10 16 (17.39%) Mathematics
11 14 (15.22%) CI/CD
12 13 (14.13%) Systematic Trading
13 11 (11.96%) Clean Code
13 11 (11.96%) Structured Programming
14 10 (10.87%) Data Science
14 10 (10.87%) Visualisation
15 8 (8.70%) Artificial Intelligence
15 8 (8.70%) Data Munging
15 8 (8.70%) Deep Learning
15 8 (8.70%) Natural Language Processing
Programming Languages
1 81 (88.04%) Python
2 73 (79.35%) JavaScript
3 60 (65.22%) TypeScript
4 56 (60.87%) Java
5 14 (15.22%) C++
5 14 (15.22%) Rust
6 13 (14.13%) SQL
7 11 (11.96%) C#
Qualifications
1 6 (6.52%) SC Cleared
1 6 (6.52%) Security Cleared
2 2 (2.17%) Degree
2 2 (2.17%) Master's Degree
Quality Assurance & Compliance
1 2 (2.17%) Data Quality
System Software
1 16 (17.39%) Docker
2 2 (2.17%) HDFS
Systems Management
1 13 (14.13%) Kubernetes
2 3 (3.26%) Terraform
Vendors
1 9 (9.78%) Oracle
2 1 (1.09%) Bloomberg
2 1 (1.09%) Reuters
2 1 (1.09%) ServiceNow