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 23 May 2024 with a comparison to the same period in the previous 2 years.

6 months to
23 May 2024
Same period 2023 Same period 2022
Rank 231 392 386
Rank change year-on-year +161 -6 -48
Contract jobs citing NumPy 179 103 231
As % of all contract jobs advertised in London 1.03% 0.40% 0.60%
As % of the Libraries, Frameworks & Software Standards category 3.98% 1.49% 1.93%
Number of daily rates quoted 165 65 160
10th Percentile £513 £509 £511
25th Percentile £663 £613 £538
Median daily rate (50th Percentile) £800 £725 £600
Median % change year-on-year +10.34% +20.83% +4.35%
75th Percentile £888 £825 £650
90th Percentile - £932 £739
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 4,492 6,892 11,977
As % of all contract IT jobs advertised in London 25.81% 26.87% 31.00%
Number of daily rates quoted 3,358 5,163 9,304
10th Percentile £375 £413 £425
25th Percentile £463 £500 £506
Median daily rate (50th Percentile) £575 £600 £600
Median % change year-on-year -4.17% - +14.29%
75th Percentile £700 £725 £711
90th Percentile £838 £810 £800
England median daily rate £550 £560 £575
% change year-on-year -1.79% -2.61% +15.00%
Number of hourly rates quoted 25 37 64
10th Percentile £16.25 £30.45 £31.63
25th Percentile £23.80 £46.25 £35.00
Median hourly rate £42.50 £70.00 £48.04
Median % change year-on-year -39.29% +45.71% -3.59%
75th Percentile £62.50 £75.00 £67.50
90th Percentile £71.80 £85.80 £76.65
England median hourly rate £47.50 £65.00 £50.50
% change year-on-year -26.92% +28.71% +6.88%

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 23 May 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 23 May 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 +24 6 £475 -29.63% 1
East London -3 1 £800 +18.52%
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
1 127 (70.95%) Apache Airflow
2 120 (67.04%) Apache
Business Applications
1 1 (0.56%) Endur
Cloud Services
1 137 (76.54%) AWS
2 116 (64.80%) dbt
3 94 (52.51%) Snowflake
4 76 (42.46%) GCP
5 18 (10.06%) Azure
6 11 (6.15%) Azure DevOps
6 11 (6.15%) GitHub
7 9 (5.03%) Serverless
8 6 (3.35%) Vertex AI
9 5 (2.79%) Dagster
10 4 (2.23%) Amazon S3
11 2 (1.12%) Amazon ECS
11 2 (1.12%) Cloud Computing
12 1 (0.56%) Amazon Kinesis
12 1 (0.56%) AWS Lambda
Communications & Networking
1 1 (0.56%) FTP
Database & Business Intelligence
1 115 (64.25%) Amazon Athena
1 115 (64.25%) Dremio
2 114 (63.69%) Apache Arrow
2 114 (63.69%) Apache Ignite
3 95 (53.07%) Data Lake
4 16 (8.94%) NoSQL
5 5 (2.79%) Big Data
6 4 (2.23%) Amazon Aurora
7 2 (1.12%) Amazon RDS
7 2 (1.12%) Geospatial Data
8 1 (0.56%) Data Mining
8 1 (0.56%) MongoDB
8 1 (0.56%) PostgreSQL
8 1 (0.56%) SQL Server
Development Applications
1 6 (3.35%) MLflow
2 4 (2.23%) Git
3 2 (1.12%) Cypress.io
3 2 (1.12%) webpack
General
1 143 (79.89%) Finance
2 136 (75.98%) Front Office
3 109 (60.89%) Banking
4 106 (59.22%) Investment Banking
5 5 (2.79%) Social Skills
6 3 (1.68%) Analytical Skills
7 2 (1.12%) Aerospace
7 2 (1.12%) Inclusion and Diversity
7 2 (1.12%) Law
7 2 (1.12%) Presentation Skills
8 1 (0.56%) Games
Job Titles
1 79 (44.13%) Software Engineer
2 68 (37.99%) Developer
2 68 (37.99%) Python Engineer
3 54 (30.17%) Senior
4 50 (27.93%) AWS Engineer
4 50 (27.93%) Python Software Engineer
5 46 (25.70%) AWS Software Engineer
6 42 (23.46%) Developer/Software Engineer
6 42 (23.46%) Python Developer
7 40 (22.35%) Lead
8 37 (20.67%) Java Engineer
8 37 (20.67%) Java Software Engineer
8 37 (20.67%) Senior Software Engineer
9 34 (18.99%) Software Developer
10 26 (14.53%) Architect
10 26 (14.53%) Lead Developer
10 26 (14.53%) Lead Software Engineer
10 26 (14.53%) Software Team Leader
10 26 (14.53%) Solutions Architect
10 26 (14.53%) Team Leader
Libraries, Frameworks & Software Standards
1 172 (96.09%) Pandas
2 142 (79.33%) SciPy
3 118 (65.92%) gRPC
4 114 (63.69%) Protocol Buffers
5 13 (7.26%) React
6 11 (6.15%) PySpark
7 10 (5.59%) Node.js
7 10 (5.59%) Redux
7 10 (5.59%) scikit-learn
8 9 (5.03%) AngularJS
8 9 (5.03%) REST
8 9 (5.03%) TensorFlow
9 8 (4.47%) Vue
10 7 (3.91%) Matplotlib
11 4 (2.23%) PyTorch
12 3 (1.68%) HTML
13 2 (1.12%) Apache Beam
13 2 (1.12%) Material-UI
13 2 (1.12%) RESTful
13 2 (1.12%) XGBoost
Miscellaneous
1 118 (65.92%) Derivative
2 112 (62.57%) Fixed Income
3 104 (58.10%) Equities
4 102 (56.98%) Hedge funds
5 100 (55.87%) Foreign Exchange (FX)
6 12 (6.70%) Algorithms
6 12 (6.70%) Pricing Data
7 4 (2.23%) Data Structures
7 4 (2.23%) Distributed Systems
8 2 (1.12%) Greenfield Project
8 2 (1.12%) Renewable Energy
8 2 (1.12%) Solar Panel
9 1 (0.56%) Data Protection Act
Operating Systems
1 1 (0.56%) Linux
Processes & Methodologies
1 142 (79.33%) Software Engineering
2 125 (69.83%) Agile
3 117 (65.36%) Asset Management
4 91 (50.84%) Investment Management
5 48 (26.82%) Line Management
6 34 (18.99%) Greeks
7 29 (16.20%) Mathematics
8 28 (15.64%) CI/CD
9 21 (11.73%) DevOps
10 20 (11.17%) Analytics
11 19 (10.61%) Mathematical Modelling
12 18 (10.06%) Artificial Intelligence
12 18 (10.06%) Data Pipeline
13 14 (7.82%) Computer Science
14 13 (7.26%) Data Science
14 13 (7.26%) Machine Learning
14 13 (7.26%) Test Automation
15 11 (6.15%) Product Requirements
15 11 (6.15%) Workflow
16 10 (5.59%) Backtesting
Programming Languages
1 179 (100.00%) Python
2 120 (67.04%) Java
3 115 (64.25%) JavaScript
4 113 (63.13%) TypeScript
5 26 (14.53%) SQL
6 21 (11.73%) C++
7 12 (6.70%) Rust
8 8 (4.47%) Scala
9 7 (3.91%) Ruby
10 3 (1.68%) C#
11 2 (1.12%) MATLAB
11 2 (1.12%) R
12 1 (0.56%) Clojure
12 1 (0.56%) Groovy
Qualifications
1 17 (9.50%) Degree
2 7 (3.91%) Master's Degree
3 1 (0.56%) Computer Science Degree
3 1 (0.56%) DV Cleared
3 1 (0.56%) Numerate Degree
3 1 (0.56%) PhD
3 1 (0.56%) Security Cleared
Quality Assurance & Compliance
1 35 (19.55%) Data Quality
2 1 (0.56%) MiFID
System Software
1 6 (3.35%) Docker
Systems Management
1 8 (4.47%) Kubernetes
2 6 (3.35%) Kubeflow
3 4 (2.23%) Argo
4 1 (0.56%) Terraform
Vendors
1 2 (1.12%) ESRI
2 1 (0.56%) Bloomberg
2 1 (0.56%) OpenLink
2 1 (0.56%) Palantir
2 1 (0.56%) Reuters
2 1 (0.56%) SAP