Data Science Contracts

Data Science
UK

The following table provides summary statistics for contract job vacancies with a requirement for Data Science skills. Included is a benchmarking guide to the contractor rates offered in vacancies that have cited Data Science over the 6 months to 7 June 2024 with a comparison to the same period in the previous 2 years.

6 months to
7 Jun 2024
Same period 2023 Same period 2022
Rank 183 217 181
Rank change year-on-year +34 -36 -9
Contract jobs citing Data Science 577 680 1,392
As % of all contract jobs advertised in the UK 1.33% 1.22% 1.58%
As % of the Processes & Methodologies category 1.56% 1.36% 1.74%
Number of daily rates quoted 394 427 934
10th Percentile £325 £413 £413
25th Percentile £413 £488 £500
Median daily rate (50th Percentile) £525 £575 £600
Median % change year-on-year -8.70% -4.17% +9.09%
75th Percentile £652 £713 £674
90th Percentile £750 £788 £750
UK excluding London median daily rate £500 £550 £563
% change year-on-year -9.09% -2.22% +11.94%
Number of hourly rates quoted 23 20 32
10th Percentile £20.12 - £26.45
25th Percentile £20.88 £19.00 £32.58
Median hourly rate £22.00 £29.00 £42.00
Median % change year-on-year -24.14% -30.95% +31.25%
75th Percentile £45.63 £52.81 £57.03
90th Percentile £66.00 £58.13 £71.73
UK excluding London median hourly rate £21.10 £22.16 £42.00
% change year-on-year -4.78% -47.24% +68.00%

All Process and Methodology Skills
UK

Data Science is in the Processes and Methodologies category. The following table is for comparison with the above and provides summary statistics for all contract job vacancies with a requirement for process or methodology skills.

Contract vacancies with a requirement for process or methodology skills 37,078 50,015 79,966
As % of all contract IT jobs advertised in the UK 85.30% 89.70% 90.63%
Number of daily rates quoted 23,703 34,589 56,207
10th Percentile £300 £325 £349
25th Percentile £413 £438 £433
Median daily rate (50th Percentile) £525 £550 £538
Median % change year-on-year -4.55% +2.33% +7.50%
75th Percentile £638 £650 £646
90th Percentile £750 £750 £741
UK excluding London median daily rate £500 £500 £488
% change year-on-year - +2.56% +8.33%
Number of hourly rates quoted 2,565 1,687 1,878
10th Percentile £12.75 £10.70 £12.50
25th Percentile £16.00 £15.50 £15.63
Median hourly rate £36.50 £35.80 £25.68
Median % change year-on-year +1.96% +39.41% +10.45%
75th Percentile £61.25 £65.00 £50.00
90th Percentile £72.50 £75.00 £65.00
UK excluding London median hourly rate £38.12 £35.00 £20.00
% change year-on-year +8.91% +75.00% -4.76%

Data Science
Job Vacancy Trend

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

Job vacancy trend for Data Science in the UK

Data Science
Contractor Daily Rate Trend

3-month moving average daily rate quoted in jobs citing Data Science.

Daily rate trend for Data Science in the UK

Data Science
Daily Rate Histogram

Daily rate distribution for jobs citing Data Science over the 6 months to 7 June 2024.

Daily rate histogram for Data Science in the UK

Data Science
Contractor Hourly Rate Trend

3-month moving average hourly rates quoted in jobs citing Data Science.

Hourly rate trend for Data Science in the UK

Data Science
Hourly Rate Histogram

Hourly rate distribution of jobs citing Data Science over the 6 months to 7 June 2024.

Hourly rate histogram for Data Science in the UK

Data Science
Top 17 Contract Locations

The table below looks at the demand and provides a guide to the median contractor rates quoted in IT jobs citing Data Science within the UK over the 6 months to 7 June 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
England +25 504 £538 -6.52% 653
London +28 324 £550 -8.33% 400
Work from Home +52 204 £525 -4.55% 307
UK excluding London +26 171 £500 -9.09% 264
North of England +22 52 £513 -16.29% 74
South East -6 40 £475 -9.52% 76
Yorkshire +10 27 £538 -14.00% 23
Midlands +9 26 £450 -18.18% 28
North West +26 24 £419 -25.22% 46
East of England +20 23 £538 +19.44% 21
West Midlands +6 20 £488 -10.96% 16
South West +5 15 £525 - 36
Wales +24 10 £396 -31.13% 13
Scotland +31 8 £488 -7.14% 17
East Midlands +6 6 £375 -37.50% 12
North East +6 1 - - 7
Northern Ireland -2 1 - - 4

Data Science
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 38 (6.59%) Apache Spark
2 26 (4.51%) Apache Airflow
3 14 (2.43%) Apache
4 10 (1.73%) Jupyter
4 10 (1.73%) SAS
5 7 (1.21%) Confluence
6 3 (0.52%) CMS
7 2 (0.35%) SharePoint
Applications
1 11 (1.91%) Microsoft Excel
1 11 (1.91%) MS Visio
2 6 (1.04%) Chatbot
3 5 (0.87%) CPLEX
3 5 (0.87%) Microsoft Office
3 5 (0.87%) SPSS
4 3 (0.52%) Microsoft PowerPoint
4 3 (0.52%) Microsoft Project
5 2 (0.35%) Simulink
6 1 (0.17%) Stata
Business Applications
1 7 (1.21%) Distributed Ledger
2 3 (0.52%) Sparx Enterprise Architect
3 2 (0.35%) SAP MDG
4 1 (0.17%) Dynamics CRM
4 1 (0.17%) SAP BPC
4 1 (0.17%) SAP S/4HANA
4 1 (0.17%) Shopify
Cloud Services
1 156 (27.04%) Azure
2 115 (19.93%) AWS
3 94 (16.29%) GCP
4 89 (15.42%) Power Platform
5 27 (4.68%) Snowflake
6 25 (4.33%) Azure Data Factory
6 25 (4.33%) Azure Synapse Analytics
7 24 (4.16%) Serverless
8 21 (3.64%) Amazon S3
9 20 (3.47%) Vertex AI
10 17 (2.95%) Azure Machine Learning
10 17 (2.95%) GitHub
11 15 (2.60%) Cloud Computing
12 11 (1.91%) AWS Lambda
13 10 (1.73%) Azure DevOps
13 10 (1.73%) Google Compute Engine
14 9 (1.56%) Amazon EC2
14 9 (1.56%) Azure Functions
14 9 (1.56%) dbt
15 8 (1.39%) Amazon EMR
Communications & Networking
1 8 (1.39%) LAN
1 8 (1.39%) WAN
2 6 (1.04%) Internet
3 3 (0.52%) Network Security
4 1 (0.17%) Wireless
Database & Business Intelligence
1 86 (14.90%) Power BI
2 79 (13.69%) Data Warehouse
3 65 (11.27%) Big Data
4 61 (10.57%) Tableau
5 46 (7.97%) Data Lake
6 36 (6.24%) BigQuery
7 30 (5.20%) Hadoop
8 23 (3.99%) Data Mining
8 23 (3.99%) Relational Database
9 22 (3.81%) Amazon Redshift
10 18 (3.12%) Qlik Sense
11 17 (2.95%) Metadata
12 15 (2.60%) MySQL
12 15 (2.60%) SQL Server
13 12 (2.08%) Azure SQL Database
14 9 (1.56%) NoSQL
15 8 (1.39%) Looker
16 7 (1.21%) Apache Hive
16 7 (1.21%) Presto
17 6 (1.04%) Amazon RDS
Development Applications
1 55 (9.53%) Git
2 25 (4.33%) JIRA
3 12 (2.08%) Jenkins
4 11 (1.91%) GitLab
5 8 (1.39%) MLflow
6 7 (1.21%) Selenium
7 5 (0.87%) Robot Framework
8 4 (0.69%) RStudio
9 3 (0.52%) ERwin
10 2 (0.35%) Cucumber
10 2 (0.35%) kappa
11 1 (0.17%) Artifactory
11 1 (0.17%) Bitbucket
11 1 (0.17%) CMake
11 1 (0.17%) LabVIEW
11 1 (0.17%) Visual Studio
11 1 (0.17%) Visual Studio Code
11 1 (0.17%) Xcode
General
1 169 (29.29%) Social Skills
2 127 (22.01%) Analytical Skills
3 107 (18.54%) Finance
4 39 (6.76%) Marketing
5 36 (6.24%) Public Sector
6 26 (4.51%) Banking
7 25 (4.33%) Influencing Skills
8 23 (3.99%) Retail
9 20 (3.47%) Pharmaceutical
10 15 (2.60%) Presentation Skills
11 14 (2.43%) Inclusion and Diversity
11 14 (2.43%) Legal
12 11 (1.91%) Telecoms
13 7 (1.21%) Advertising
14 6 (1.04%) Financial Institution
14 6 (1.04%) Wearables
15 5 (0.87%) Documentation Skills
15 5 (0.87%) Manufacturing
15 5 (0.87%) Organisational Skills
16 4 (0.69%) Publishing
Job Titles
1 145 (25.13%) Data Scientist
2 64 (11.09%) Analyst
2 64 (11.09%) Data Engineer
3 62 (10.75%) Senior
4 57 (9.88%) Developer
5 50 (8.67%) Architect
6 42 (7.28%) Data Analyst
7 37 (6.41%) Lead
8 27 (4.68%) Senior Data Scientist
9 18 (3.12%) Data Manager
10 17 (2.95%) Solutions Architect
11 16 (2.77%) Consultant
12 15 (2.60%) GCP Engineer
13 14 (2.43%) Machine Learning Engineer
14 13 (2.25%) Data Architect
14 13 (2.25%) Data Modeller
14 13 (2.25%) Python Developer
14 13 (2.25%) Senior Data Engineer
15 12 (2.08%) Azure Engineer
15 12 (2.08%) Cloud Architect
Libraries, Frameworks & Software Standards
1 40 (6.93%) PySpark
2 37 (6.41%) scikit-learn
3 34 (5.89%) Pandas
4 33 (5.72%) TensorFlow
5 28 (4.85%) PyTorch
6 25 (4.33%) AngularJS
6 25 (4.33%) HTML
7 24 (4.16%) CSS
8 18 (3.12%) React
9 17 (2.95%) NumPy
10 16 (2.77%) Kafka
11 11 (1.91%) Django
12 10 (1.73%) .NET
13 9 (1.56%) pytest
14 8 (1.39%) Matplotlib
14 8 (1.39%) Middleware
15 6 (1.04%) Flask
15 6 (1.04%) RxJS
16 5 (0.87%) XGBoost
16 5 (0.87%) XML
Miscellaneous
1 78 (13.52%) Algorithms
2 25 (4.33%) Management Information System
3 22 (3.81%) Data Structures
4 19 (3.29%) Product Ownership
5 13 (2.25%) Team-Oriented Environment
6 11 (1.91%) Analytical Mindset
6 11 (1.91%) Reference Data
6 11 (1.91%) Self-Motivation
7 9 (1.56%) FMCG
7 9 (1.56%) IoT
8 8 (1.39%) Blockchain
8 8 (1.39%) Public Cloud
9 7 (1.21%) Credit Risk
9 7 (1.21%) Data Centre
9 7 (1.21%) Legacy Systems
10 6 (1.04%) Data Protection Act
10 6 (1.04%) Distributed Computing
10 6 (1.04%) NHS
10 6 (1.04%) Security Posture
11 5 (0.87%) Onboarding
Operating Systems
1 18 (3.12%) Linux
2 16 (2.77%) Windows
3 5 (0.87%) Unix
4 2 (0.35%) Android
5 1 (0.17%) Apple iOS
Processes & Methodologies
1 227 (39.34%) Machine Learning
2 214 (37.09%) Analytics
3 145 (25.13%) Computer Science
4 131 (22.70%) Agile
5 129 (22.36%) Data Modelling
6 126 (21.84%) Artificial Intelligence
7 112 (19.41%) Data Analysis
8 105 (18.20%) Business Intelligence
9 104 (18.02%) Problem-Solving
10 103 (17.85%) Visualisation
11 97 (16.81%) DevOps
12 94 (16.29%) Data Pipeline
12 94 (16.29%) ETL
13 77 (13.34%) Data Visualisation
14 76 (13.17%) Mathematics
14 76 (13.17%) Statistics
15 74 (12.82%) Data Engineering
16 69 (11.96%) CI/CD
17 67 (11.61%) Decision-Making
18 61 (10.57%) Actionable Insight
Programming Languages
1 306 (53.03%) Python
2 231 (40.03%) SQL
3 61 (10.57%) R
4 36 (6.24%) Java
5 26 (4.51%) JavaScript
6 22 (3.81%) Bash
7 19 (3.29%) Scala
8 13 (2.25%) C#
9 11 (1.91%) TypeScript
10 10 (1.73%) C++
11 6 (1.04%) MATLAB
12 5 (0.87%) Data Analysis Expressions
13 4 (0.69%) PowerShell
14 3 (0.52%) Bicep
14 3 (0.52%) C
14 3 (0.52%) VBA
15 2 (0.35%) Ruby
15 2 (0.35%) Shell Script
15 2 (0.35%) T-SQL
16 1 (0.17%) PL/SQL
Qualifications
1 173 (29.98%) Degree
2 84 (14.56%) Computer Science Degree
3 61 (10.57%) Master's Degree
4 56 (9.71%) Security Cleared
5 45 (7.80%) SC Cleared
6 19 (3.29%) PMI Certification
6 19 (3.29%) PMP
7 18 (3.12%) PhD
8 15 (2.60%) Numerate Degree
9 14 (2.43%) DV Cleared
10 8 (1.39%) BPSS Clearance
11 7 (1.21%) Azure Certification
12 5 (0.87%) CISSP
13 4 (0.69%) Postgraduate
14 3 (0.52%) CFA
14 3 (0.52%) MBA
14 3 (0.52%) Microsoft Certification
15 1 (0.17%) Cisco Certification
15 1 (0.17%) IIBA
15 1 (0.17%) ISEB
Quality Assurance & Compliance
1 56 (9.71%) Data Quality
2 21 (3.64%) QA
3 17 (2.95%) Accessibility
4 12 (2.08%) Actionable Recommendations
4 12 (2.08%) GDPR
5 5 (0.87%) NCSC
5 5 (0.87%) SLA
5 5 (0.87%) WCAG
6 4 (0.69%) PMO
7 3 (0.52%) GxP
7 3 (0.52%) NIST
8 2 (0.35%) California Consumer Privacy Act
8 2 (0.35%) ISO/IEC 27001
9 1 (0.17%) Sarbanes-Oxley
System Software
1 25 (4.33%) Docker
2 6 (1.04%) HDFS
3 4 (0.69%) Virtual Desktop
Systems Management
1 39 (6.76%) Terraform
2 36 (6.24%) Kubernetes
3 5 (0.87%) Kubeflow
4 3 (0.52%) SysTrack
5 1 (0.17%) Argo
5 1 (0.17%) Kibana
5 1 (0.17%) logstash
5 1 (0.17%) Rancher
Vendors
1 79 (13.69%) Databricks
2 51 (8.84%) Microsoft
3 27 (4.68%) Google
4 20 (3.47%) ServiceNow
5 15 (2.60%) Alteryx
5 15 (2.60%) Oracle
6 10 (1.73%) Foundry
6 10 (1.73%) Palantir
6 10 (1.73%) Salesforce
6 10 (1.73%) SAP
7 7 (1.21%) OpenAI
8 5 (0.87%) Ab Initio
8 5 (0.87%) Informatica
9 3 (0.52%) Citrix
9 3 (0.52%) Cloudera
9 3 (0.52%) New Relic
9 3 (0.52%) Sparx
9 3 (0.52%) Splunk
9 3 (0.52%) Teradata
10 2 (0.35%) SnapLogic