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

6 months to
20 May 2024
Same period 2023 Same period 2022
Rank 223 384 389
Rank change year-on-year +161 +5 -40
Contract jobs citing NumPy 173 104 235
As % of all contract jobs advertised in London 0.99% 0.40% 0.60%
As % of the Libraries, Frameworks & Software Standards category 3.85% 1.48% 1.94%
Number of daily rates quoted 159 66 164
10th Percentile £513 £506 £504
25th Percentile £663 £613 £538
Median daily rate (50th Percentile) £800 £718 £600
Median % change year-on-year +11.50% +19.58% +4.35%
75th Percentile £888 £825 £650
90th Percentile - £928 £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 4,493 7,006 12,089
As % of all contract IT jobs advertised in London 25.71% 26.93% 31.05%
Number of daily rates quoted 3,357 5,248 9,379
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 £712
90th Percentile £838 £810 £800
England median daily rate £550 £560 £570
% change year-on-year -1.70% -1.84% +14.00%
Number of hourly rates quoted 25 36 65
10th Percentile £16.25 £30.38 £31.75
25th Percentile £23.80 £36.89 £35.00
Median hourly rate £42.50 £67.25 £47.50
Median % change year-on-year -36.80% +41.58% -4.67%
75th Percentile £62.50 £75.00 £67.50
90th Percentile £71.80 £82.63 £76.54
England median hourly rate £47.50 £65.00 £50.00
% change year-on-year -26.92% +30.00% +6.10%

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 20 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 20 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 +27 6 £475 -29.63% 1
East London -2 1 £800 +18.52% 19
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
1 120 (69.36%) Apache Airflow
2 114 (65.90%) Apache
Business Applications
1 1 (0.58%) Endur
Cloud Services
1 130 (75.14%) AWS
2 109 (63.01%) dbt
3 89 (51.45%) Snowflake
4 74 (42.77%) GCP
5 17 (9.83%) Azure
6 11 (6.36%) Azure DevOps
6 11 (6.36%) GitHub
7 9 (5.20%) Serverless
8 6 (3.47%) Vertex AI
9 4 (2.31%) Amazon S3
9 4 (2.31%) Dagster
10 2 (1.16%) Amazon ECS
10 2 (1.16%) Cloud Computing
11 1 (0.58%) Amazon Kinesis
11 1 (0.58%) AWS Lambda
Communications & Networking
1 1 (0.58%) FTP
Database & Business Intelligence
1 108 (62.43%) Amazon Athena
1 108 (62.43%) Apache Arrow
1 108 (62.43%) Apache Ignite
1 108 (62.43%) Dremio
2 89 (51.45%) Data Lake
3 16 (9.25%) NoSQL
4 5 (2.89%) Big Data
5 4 (2.31%) Amazon Aurora
6 2 (1.16%) Amazon RDS
6 2 (1.16%) Geospatial Data
7 1 (0.58%) Data Mining
7 1 (0.58%) MongoDB
7 1 (0.58%) PostgreSQL
7 1 (0.58%) SQL Server
Development Applications
1 6 (3.47%) MLflow
2 4 (2.31%) Git
3 2 (1.16%) Cypress.io
3 2 (1.16%) webpack
General
1 136 (78.61%) Finance
2 130 (75.14%) Front Office
3 103 (59.54%) Banking
4 101 (58.38%) Investment Banking
5 5 (2.89%) Social Skills
6 3 (1.73%) Analytical Skills
7 2 (1.16%) Aerospace
7 2 (1.16%) Inclusion and Diversity
7 2 (1.16%) Law
7 2 (1.16%) Presentation Skills
8 1 (0.58%) Games
Job Titles
1 74 (42.77%) Software Engineer
2 67 (38.73%) Developer
3 63 (36.42%) Python Engineer
4 50 (28.90%) Senior
5 46 (26.59%) Python Software Engineer
6 45 (26.01%) AWS Engineer
7 41 (23.70%) AWS Software Engineer
7 41 (23.70%) Developer/Software Engineer
7 41 (23.70%) Python Developer
8 39 (22.54%) Lead
9 34 (19.65%) Java Engineer
9 34 (19.65%) Java Software Engineer
9 34 (19.65%) Software Developer
10 33 (19.08%) Senior Software Engineer
11 26 (15.03%) Architect
11 26 (15.03%) Lead Developer
11 26 (15.03%) Lead Software Engineer
11 26 (15.03%) Software Team Leader
11 26 (15.03%) Solutions Architect
11 26 (15.03%) Team Leader
Libraries, Frameworks & Software Standards
1 166 (95.95%) Pandas
2 135 (78.03%) SciPy
3 112 (64.74%) gRPC
4 108 (62.43%) Protocol Buffers
5 12 (6.94%) React
6 10 (5.78%) PySpark
6 10 (5.78%) scikit-learn
7 9 (5.20%) Node.js
7 9 (5.20%) Redux
7 9 (5.20%) REST
7 9 (5.20%) TensorFlow
8 8 (4.62%) AngularJS
9 7 (4.05%) Matplotlib
9 7 (4.05%) Vue
10 4 (2.31%) PyTorch
11 3 (1.73%) HTML
12 2 (1.16%) Apache Beam
12 2 (1.16%) Kafka
12 2 (1.16%) Material-UI
12 2 (1.16%) RESTful
Miscellaneous
1 113 (65.32%) Derivative
2 106 (61.27%) Fixed Income
3 99 (57.23%) Equities
4 97 (56.07%) Hedge funds
5 95 (54.91%) Foreign Exchange (FX)
6 13 (7.51%) Algorithms
7 10 (5.78%) Pricing Data
8 4 (2.31%) Data Structures
8 4 (2.31%) Distributed Systems
9 2 (1.16%) Greenfield Project
9 2 (1.16%) Renewable Energy
9 2 (1.16%) Solar Panel
10 1 (0.58%) Data Protection Act
Operating Systems
1 1 (0.58%) Linux
Processes & Methodologies
1 135 (78.03%) Software Engineering
2 118 (68.21%) Agile
3 110 (63.58%) Asset Management
4 84 (48.55%) Investment Management
5 48 (27.75%) Line Management
6 31 (17.92%) Greeks
7 29 (16.76%) Mathematics
8 28 (16.18%) CI/CD
9 21 (12.14%) DevOps
10 19 (10.98%) Analytics
10 19 (10.98%) Mathematical Modelling
11 18 (10.40%) Artificial Intelligence
11 18 (10.40%) Data Pipeline
12 14 (8.09%) Computer Science
12 14 (8.09%) Machine Learning
13 13 (7.51%) Data Science
13 13 (7.51%) Test Automation
14 11 (6.36%) Product Requirements
14 11 (6.36%) Workflow
15 10 (5.78%) Backtesting
Programming Languages
1 173 (100.00%) Python
2 114 (65.90%) Java
3 109 (63.01%) JavaScript
4 107 (61.85%) TypeScript
5 27 (15.61%) SQL
6 21 (12.14%) C++
7 12 (6.94%) Rust
8 8 (4.62%) Scala
9 7 (4.05%) Ruby
10 4 (2.31%) C#
11 2 (1.16%) MATLAB
11 2 (1.16%) R
12 1 (0.58%) Clojure
12 1 (0.58%) Groovy
Qualifications
1 17 (9.83%) Degree
2 7 (4.05%) Master's Degree
3 1 (0.58%) Computer Science Degree
3 1 (0.58%) DV Cleared
3 1 (0.58%) Numerate Degree
3 1 (0.58%) PhD
3 1 (0.58%) Security Cleared
Quality Assurance & Compliance
1 32 (18.50%) Data Quality
2 1 (0.58%) MiFID
System Software
1 6 (3.47%) Docker
Systems Management
1 8 (4.62%) Kubernetes
2 6 (3.47%) Kubeflow
3 4 (2.31%) Argo
4 1 (0.58%) Terraform
Vendors
1 2 (1.16%) ESRI
2 1 (0.58%) Bloomberg
2 1 (0.58%) OpenLink
2 1 (0.58%) Palantir
2 1 (0.58%) Reuters
2 1 (0.58%) SAP