NumPy Contracts in London

NumPy
England > London

The following table provides summary statistics for contract job vacancies advertised in London with a requirement for NumPy skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited NumPy over the 6 months to 27 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
27 Apr 2024
Same period 2023 Same period 2022
Rank 248 381 381
Rank change year-on-year +133 0 -44
Contract jobs citing NumPy 149 114 232
As % of all contract jobs advertised in London 0.84% 0.42% 0.60%
As % of the Libraries, Frameworks & Software Standards category 3.37% 1.54% 1.91%
Number of daily rates quoted 134 71 160
10th Percentile £463 £513 £500
25th Percentile £619 £593 £538
Median daily rate (50th Percentile) £800 £710 £600
Median % change year-on-year +12.68% +18.33% -
75th Percentile £888 £825 £650
90th Percentile - £950 £738
England median daily rate £800 £700 £600
% change year-on-year +14.29% +16.67% +9.09%
Number of hourly rates quoted 0 0 1
10th Percentile - - -
25th Percentile - - £58.25
Median hourly rate - - £61.50
75th Percentile - - £64.75
90th Percentile - - -
England median hourly rate £62.50 - £61.50
% change year-on-year - - +24.05%

All Software Libraries and Frameworks
London

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

Contract vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 4,425 7,424 12,130
As % of all contract IT jobs advertised in London 24.99% 27.42% 31.16%
Number of daily rates quoted 3,324 5,530 9,406
10th Percentile £375 £413 £425
25th Percentile £457 £500 £506
Median daily rate (50th Percentile) £575 £600 £600
Median % change year-on-year -4.17% - +14.29%
75th Percentile £700 £730 £700
90th Percentile £821 £813 £788
England median daily rate £550 £563 £563
% change year-on-year -2.22% - +12.50%
Number of hourly rates quoted 25 40 68
10th Percentile £16.25 £30.68 £29.75
25th Percentile £23.80 £37.84 £35.00
Median hourly rate £36.84 £66.00 £48.58
Median % change year-on-year -44.18% +35.86% -0.35%
75th Percentile £57.50 £75.00 £67.50
90th Percentile £68.80 £76.63 £79.65
England median hourly rate £46.18 £65.00 £49.00
% change year-on-year -28.95% +32.65% +8.89%

NumPy
Job Vacancy Trend in London

Job postings citing NumPy as a proportion of all IT jobs advertised in London.

Job vacancy trend for NumPy in London

NumPy
Contractor Daily Rate Trend in London

3-month moving average daily rate quoted in jobs citing NumPy in London.

Daily rate trend for NumPy in London

NumPy
Daily Rate Histogram in London

Daily rate distribution for jobs citing NumPy in London over the 6 months to 27 April 2024.

Daily rate histogram for NumPy in London

NumPy
Contractor Hourly Rate Trend in London

3-month moving average hourly rates quoted in jobs citing NumPy in London.

Hourly rate trend for NumPy in London

NumPy
Contract Job Locations in London

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing NumPy within the London region over the 6 months to 27 April 2024. 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
Central London +27 7 £475 -29.63% 1
East London -4 1 £800 +18.52% 3
NumPy
England

NumPy
Co-occurring Skills and Capabilities in London 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 92 (61.74%) Apache Airflow
2 86 (57.72%) Apache
Business Applications
1 1 (0.67%) Endur
Cloud Services
1 102 (68.46%) AWS
2 81 (54.36%) dbt
3 59 (39.60%) GCP
4 58 (38.93%) Snowflake
5 17 (11.41%) Azure
6 11 (7.38%) Azure DevOps
6 11 (7.38%) GitHub
6 11 (7.38%) Serverless
7 6 (4.03%) Vertex AI
8 4 (2.68%) Amazon S3
8 4 (2.68%) Dagster
9 3 (2.01%) Amazon Kinesis
9 3 (2.01%) AWS Lambda
10 2 (1.34%) Amazon ECS
10 2 (1.34%) Cloud Computing
Communications & Networking
1 1 (0.67%) FTP
Database & Business Intelligence
1 78 (52.35%) Amazon Athena
1 78 (52.35%) Apache Arrow
1 78 (52.35%) Apache Ignite
1 78 (52.35%) Dremio
2 58 (38.93%) Data Lake
3 18 (12.08%) NoSQL
4 7 (4.70%) Big Data
5 4 (2.68%) Amazon Aurora
6 2 (1.34%) Amazon RDS
6 2 (1.34%) Data Mining
6 2 (1.34%) Geospatial Data
6 2 (1.34%) PostgreSQL
6 2 (1.34%) SQL Server
7 1 (0.67%) MongoDB
Development Applications
1 6 (4.03%) MLflow
2 4 (2.68%) Git
3 2 (1.34%) Cypress.io
3 2 (1.34%) webpack
General
1 107 (71.81%) Finance
2 101 (67.79%) Front Office
3 75 (50.34%) Banking
4 73 (48.99%) Investment Banking
5 5 (3.36%) Social Skills
6 3 (2.01%) Analytical Skills
7 2 (1.34%) Aerospace
7 2 (1.34%) Inclusion and Diversity
7 2 (1.34%) Law
7 2 (1.34%) Presentation Skills
8 1 (0.67%) Electronics
8 1 (0.67%) Games
8 1 (0.67%) Multimedia
Job Titles
1 62 (41.61%) Developer
2 55 (36.91%) Software Engineer
3 51 (34.23%) Python Engineer
4 38 (25.50%) Python Developer
4 38 (25.50%) Senior
5 34 (22.82%) AWS Engineer
5 34 (22.82%) Developer/Software Engineer
6 32 (21.48%) Python Software Engineer
7 30 (20.13%) AWS Software Engineer
8 28 (18.79%) Lead
9 27 (18.12%) Software Developer
10 22 (14.77%) Java Engineer
10 22 (14.77%) Java Software Engineer
11 21 (14.09%) Senior Software Engineer
12 18 (12.08%) Architect
12 18 (12.08%) Lead Developer
12 18 (12.08%) Lead Software Engineer
12 18 (12.08%) Software Team Leader
12 18 (12.08%) Solutions Architect
12 18 (12.08%) Team Leader
Libraries, Frameworks & Software Standards
1 143 (95.97%) Pandas
2 105 (70.47%) SciPy
3 82 (55.03%) gRPC
4 78 (52.35%) Protocol Buffers
5 12 (8.05%) PySpark
6 11 (7.38%) React
6 11 (7.38%) scikit-learn
7 9 (6.04%) REST
7 9 (6.04%) TensorFlow
8 8 (5.37%) Matplotlib
9 7 (4.70%) Node.js
9 7 (4.70%) Redux
10 6 (4.03%) AngularJS
11 5 (3.36%) Vue
12 4 (2.68%) Kafka
12 4 (2.68%) PyTorch
13 3 (2.01%) HTML
13 3 (2.01%) Lambda Expressions
14 2 (1.34%) Apache Beam
14 2 (1.34%) Material-UI
Miscellaneous
1 82 (55.03%) Derivative
2 73 (48.99%) Fixed Income
3 69 (46.31%) Equities
4 66 (44.30%) Hedge funds
5 64 (42.95%) Foreign Exchange (FX)
6 15 (10.07%) Algorithms
7 4 (2.68%) Data Structures
7 4 (2.68%) Distributed Systems
7 4 (2.68%) Pricing Data
8 2 (1.34%) Renewable Energy
8 2 (1.34%) Solar Panel
9 1 (0.67%) Data Protection Act
9 1 (0.67%) Greenfield Project
Operating Systems
1 1 (0.67%) Linux
Processes & Methodologies
1 106 (71.14%) Software Engineering
2 88 (59.06%) Agile
3 80 (53.69%) Asset Management
4 67 (44.97%) Investment Management
5 32 (21.48%) Line Management
6 30 (20.13%) Mathematics
7 28 (18.79%) CI/CD
8 22 (14.77%) Analytics
8 22 (14.77%) Greeks
9 21 (14.09%) DevOps
10 20 (13.42%) Data Pipeline
11 19 (12.75%) Mathematical Modelling
12 17 (11.41%) Artificial Intelligence
12 17 (11.41%) Data Science
13 16 (10.74%) Machine Learning
14 15 (10.07%) Computer Science
15 13 (8.72%) Test Automation
15 13 (8.72%) Workflow
16 12 (8.05%) Data Architecture
17 11 (7.38%) Product Requirements
Programming Languages
1 149 (100.00%) Python
2 87 (58.39%) Java
3 79 (53.02%) JavaScript
4 78 (52.35%) TypeScript
5 32 (21.48%) SQL
6 21 (14.09%) C++
7 12 (8.05%) Rust
8 9 (6.04%) Scala
9 8 (5.37%) Ruby
10 6 (4.03%) C#
11 2 (1.34%) MATLAB
11 2 (1.34%) R
12 1 (0.67%) Clojure
12 1 (0.67%) Groovy
Qualifications
1 19 (12.75%) Degree
2 8 (5.37%) Master's Degree
3 2 (1.34%) Computer Science Degree
3 2 (1.34%) Numerate Degree
3 2 (1.34%) PhD
4 1 (0.67%) DV Cleared
4 1 (0.67%) Security Cleared
Quality Assurance & Compliance
1 24 (16.11%) Data Quality
2 1 (0.67%) MiFID
System Software
1 6 (4.03%) Docker
Systems Management
1 8 (5.37%) Kubernetes
2 6 (4.03%) Kubeflow
3 4 (2.68%) Argo
4 3 (2.01%) Terraform
Vendors
1 2 (1.34%) ESRI
2 1 (0.67%) Bloomberg
2 1 (0.67%) OpenLink
2 1 (0.67%) Palantir
2 1 (0.67%) Reuters
2 1 (0.67%) SAP