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 25 April 2024 with a comparison to the same period in the previous 2 years.

6 months to
25 Apr 2024
Same period 2023 Same period 2022
Rank 178 212 171
Rank change year-on-year +34 -41 -7
Contract jobs citing Data Science 590 769 1,493
As % of all contract jobs advertised in the UK 1.35% 1.28% 1.69%
As % of the Processes & Methodologies category 1.57% 1.42% 1.86%
Number of daily rates quoted 420 462 997
10th Percentile £350 £413 £407
25th Percentile £425 £488 £488
Median daily rate (50th Percentile) £525 £550 £575
Median % change year-on-year -4.55% -4.35% +4.55%
75th Percentile £651 £675 £650
90th Percentile £750 £775 £750
UK excluding London median daily rate £488 £540 £550
% change year-on-year -9.72% -1.82% +6.02%
Number of hourly rates quoted 20 24 33
10th Percentile £20.00 - £25.10
25th Percentile £21.61 £19.00 £31.00
Median hourly rate £38.90 £28.58 £37.50
Median % change year-on-year +36.12% -23.79% +40.29%
75th Percentile £48.75 £52.56 £56.25
90th Percentile £68.75 £57.17 £64.30
UK excluding London median hourly rate £22.50 £22.16 £42.00
% change year-on-year +1.53% -47.24% +71.43%

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 37,653 53,977 80,244
As % of all contract IT jobs advertised in the UK 86.28% 89.91% 90.57%
Number of daily rates quoted 24,313 37,392 56,301
10th Percentile £300 £325 £340
25th Percentile £413 £438 £425
Median daily rate (50th Percentile) £525 £550 £525
Median % change year-on-year -4.55% +4.76% +8.25%
75th Percentile £638 £650 £638
90th Percentile £750 £750 £738
UK excluding London median daily rate £500 £500 £475
% change year-on-year - +5.26% +9.83%
Number of hourly rates quoted 2,429 1,779 1,937
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.54 £15.25
Median hourly rate £35.00 £37.50 £25.00
Median % change year-on-year -6.67% +50.00% -
75th Percentile £59.44 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.75
UK excluding London median hourly rate £35.98 £35.90 £20.00
% change year-on-year +0.21% +79.50% -8.09%

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 25 April 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 25 April 2024.

Hourly rate histogram for Data Science in the UK

Data Science
Top 16 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 25 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
England +29 507 £540 -1.82% 572
London +46 347 £550 -7.95% 362
Work from Home +48 217 £525 -4.55% 324
UK excluding London +1 151 £488 -9.72% 235
North of England +20 34 £488 -23.53% 59
South East -13 32 £475 -13.64% 57
East of England +23 28 £550 +18.92% 29
Midlands -1 28 £456 -15.51% 23
North West +24 23 £488 -25.00% 39
West Midlands 0 22 £488 -9.72% 13
South West +9 17 £613 +17.51% 27
Yorkshire +7 10 £470 -27.69% 16
Wales +23 9 £412 -28.35% 14
Scotland +15 8 £488 +5.98% 27
East Midlands +19 6 £375 -37.50% 10
North East +18 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 40 (6.78%) Apache Spark
2 34 (5.76%) Apache Airflow
3 20 (3.39%) Apache
4 6 (1.02%) Confluence
4 6 (1.02%) SAS
5 5 (0.85%) Jupyter
6 2 (0.34%) SharePoint
7 1 (0.17%) Adobe Experience Manager
7 1 (0.17%) CMS
7 1 (0.17%) Luigi
Applications
1 15 (2.54%) Microsoft Excel
2 11 (1.86%) MS Visio
3 5 (0.85%) Chatbot
3 5 (0.85%) Microsoft Office
3 5 (0.85%) Microsoft PowerPoint
4 4 (0.68%) SPSS
5 3 (0.51%) Microsoft Project
6 2 (0.34%) Simulink
7 1 (0.17%) Adobe After Effects
7 1 (0.17%) Blender
7 1 (0.17%) CPLEX
7 1 (0.17%) Houdini
7 1 (0.17%) Maya
7 1 (0.17%) Photoshop
Business Applications
1 7 (1.19%) Distributed Ledger
2 3 (0.51%) SAP BPC
2 3 (0.51%) SAP S/4HANA
2 3 (0.51%) Sparx Enterprise Architect
3 2 (0.34%) Dynamics CRM
3 2 (0.34%) SAP MDG
4 1 (0.17%) Aladdin
4 1 (0.17%) Magento
Cloud Services
1 120 (20.34%) Azure
2 110 (18.64%) AWS
3 91 (15.42%) GCP
4 88 (14.92%) Power Platform
5 30 (5.08%) Serverless
6 26 (4.41%) Amazon S3
7 23 (3.90%) Vertex AI
8 22 (3.73%) Azure Synapse Analytics
9 20 (3.39%) Azure Data Factory
10 19 (3.22%) AWS Lambda
11 16 (2.71%) GitHub
11 16 (2.71%) Snowflake
12 13 (2.20%) Amazon Kinesis
13 12 (2.03%) Amazon EMR
13 12 (2.03%) Azure Machine Learning
14 11 (1.86%) Cloud Computing
14 11 (1.86%) dbt
15 10 (1.69%) GitHub Actions
15 10 (1.69%) Google Compute Engine
16 9 (1.53%) Amazon SageMaker
Communications & Networking
1 6 (1.02%) Internet
2 5 (0.85%) LAN
2 5 (0.85%) WAN
3 3 (0.51%) Network Security
4 1 (0.17%) Wireless
Database & Business Intelligence
1 85 (14.41%) Power BI
2 77 (13.05%) Data Warehouse
3 74 (12.54%) Big Data
4 61 (10.34%) Tableau
5 37 (6.27%) BigQuery
5 37 (6.27%) Data Lake
6 34 (5.76%) Hadoop
7 26 (4.41%) Amazon Redshift
8 18 (3.05%) Data Mining
9 17 (2.88%) Metadata
10 15 (2.54%) NoSQL
11 13 (2.20%) BusinessObjects
12 10 (1.69%) Looker
13 9 (1.53%) Amazon Athena
13 9 (1.53%) PostgreSQL
13 9 (1.53%) SQL Server
14 8 (1.36%) Relational Database
15 7 (1.19%) Presto
16 6 (1.02%) Flink
17 5 (0.85%) DynamoDB
Development Applications
1 33 (5.59%) Git
2 23 (3.90%) JIRA
3 12 (2.03%) Jenkins
4 8 (1.36%) MLflow
5 7 (1.19%) GitLab
6 3 (0.51%) ERwin
6 3 (0.51%) Poetry
6 3 (0.51%) RStudio
6 3 (0.51%) Selenium
7 2 (0.34%) Cucumber
7 2 (0.34%) kappa
7 2 (0.34%) Visual Studio
8 1 (0.17%) CMake
8 1 (0.17%) LabVIEW
8 1 (0.17%) Robot Framework
8 1 (0.17%) Xcode
General
1 160 (27.12%) Social Skills
2 129 (21.86%) Analytical Skills
3 98 (16.61%) Finance
4 47 (7.97%) Public Sector
5 39 (6.61%) Marketing
6 20 (3.39%) Banking
7 19 (3.22%) Pharmaceutical
8 17 (2.88%) Influencing Skills
9 16 (2.71%) Legal
9 16 (2.71%) Retail
10 15 (2.54%) Presentation Skills
11 10 (1.69%) Inclusion and Diversity
12 8 (1.36%) Telecoms
13 7 (1.19%) Manufacturing
13 7 (1.19%) Police
14 6 (1.02%) Advertising
14 6 (1.02%) Financial Institution
15 5 (0.85%) Law
15 5 (0.85%) Publishing
16 4 (0.68%) Documentation Skills
Job Titles
1 144 (24.41%) Data Scientist
2 71 (12.03%) Data Engineer
3 63 (10.68%) Senior
4 59 (10.00%) Analyst
5 51 (8.64%) Architect
5 51 (8.64%) Developer
6 40 (6.78%) Lead
7 37 (6.27%) Data Analyst
8 22 (3.73%) Machine Learning Engineer
9 20 (3.39%) Senior Data Scientist
9 20 (3.39%) Solutions Architect
10 19 (3.22%) Data Manager
11 17 (2.88%) GCP Engineer
12 15 (2.54%) AWS Engineer
12 15 (2.54%) Data Architect
13 14 (2.37%) Consultant
14 11 (1.86%) Azure Engineer
14 11 (1.86%) Full Stack Developer
14 11 (1.86%) Senior Data Engineer
14 11 (1.86%) User Researcher
Libraries, Frameworks & Software Standards
1 43 (7.29%) Pandas
2 41 (6.95%) PySpark
3 39 (6.61%) scikit-learn
4 33 (5.59%) TensorFlow
5 24 (4.07%) NumPy
6 21 (3.56%) PyTorch
7 19 (3.22%) Kafka
8 14 (2.37%) React
9 11 (1.86%) HTML
10 9 (1.53%) AngularJS
10 9 (1.53%) CSS
10 9 (1.53%) Plotly
11 8 (1.36%) .NET
11 8 (1.36%) Django
12 7 (1.19%) Matplotlib
12 7 (1.19%) REST
13 6 (1.02%) ASP.NET
13 6 (1.02%) Lambda Expressions
13 6 (1.02%) Middleware
14 5 (0.85%) Shiny
Miscellaneous
1 91 (15.42%) Algorithms
2 24 (4.07%) Management Information System
3 23 (3.90%) Data Structures
4 20 (3.39%) Product Ownership
5 11 (1.86%) Team-Oriented Environment
6 10 (1.69%) Self-Motivation
7 9 (1.53%) Analytical Mindset
7 9 (1.53%) Greenfield Project
7 9 (1.53%) IoT
7 9 (1.53%) Reference Data
8 8 (1.36%) Legacy Systems
8 8 (1.36%) Life Science
9 7 (1.19%) Blockchain
9 7 (1.19%) Credit Risk
9 7 (1.19%) Distributed Computing
9 7 (1.19%) Multi-touch
9 7 (1.19%) NHS
10 6 (1.02%) Cloud Native
10 6 (1.02%) Data Protection Act
10 6 (1.02%) FMCG
Operating Systems
1 13 (2.20%) Linux
1 13 (2.20%) Windows
2 5 (0.85%) Unix
3 1 (0.17%) Android
3 1 (0.17%) Apple iOS
Processes & Methodologies
1 222 (37.63%) Machine Learning
2 195 (33.05%) Analytics
3 129 (21.86%) Artificial Intelligence
4 125 (21.19%) Computer Science
5 123 (20.85%) Agile
6 122 (20.68%) Data Analysis
6 122 (20.68%) Data Modelling
7 115 (19.49%) Visualisation
8 101 (17.12%) Business Intelligence
8 101 (17.12%) Problem-Solving
9 98 (16.61%) Data Pipeline
10 95 (16.10%) ETL
11 81 (13.73%) DevOps
12 79 (13.39%) Data Engineering
13 78 (13.22%) Data Visualisation
14 73 (12.37%) Mathematics
15 71 (12.03%) Statistics
16 63 (10.68%) Decision-Making
17 56 (9.49%) Actionable Insight
18 55 (9.32%) Data Management
Programming Languages
1 323 (54.75%) Python
2 210 (35.59%) SQL
3 72 (12.20%) R
4 32 (5.42%) Java
5 19 (3.22%) Scala
6 16 (2.71%) JavaScript
7 15 (2.54%) Bash
8 12 (2.03%) C#
8 12 (2.03%) MATLAB
9 9 (1.53%) C++
10 6 (1.02%) Data Analysis Expressions
10 6 (1.02%) Shell Script
11 4 (0.68%) PowerShell
12 3 (0.51%) VBA
13 2 (0.34%) TypeScript
14 1 (0.17%) Bicep
14 1 (0.17%) C
14 1 (0.17%) Ruby
14 1 (0.17%) Swift
14 1 (0.17%) T-SQL
Qualifications
1 155 (26.27%) Degree
2 72 (12.20%) Security Cleared
3 71 (12.03%) Computer Science Degree
4 57 (9.66%) SC Cleared
5 39 (6.61%) Master's Degree
6 17 (2.88%) PhD
7 15 (2.54%) DV Cleared
8 13 (2.20%) BPSS Clearance
9 7 (1.19%) Numerate Degree
10 6 (1.02%) PMI Certification
10 6 (1.02%) PMP
11 4 (0.68%) Azure Certification
11 4 (0.68%) CISSP
12 3 (0.51%) AWS Certification
12 3 (0.51%) CFA
12 3 (0.51%) MBA
12 3 (0.51%) Microsoft Certification
12 3 (0.51%) Postgraduate
13 2 (0.34%) AWS Certified Solutions Architect
14 1 (0.17%) Tableau Certification
Quality Assurance & Compliance
1 62 (10.51%) Data Quality
2 20 (3.39%) QA
3 12 (2.03%) Actionable Recommendations
4 10 (1.69%) Accessibility
5 8 (1.36%) GDPR
6 6 (1.02%) NCSC
7 5 (0.85%) GxP
7 5 (0.85%) SLA
8 4 (0.68%) PMO
9 3 (0.51%) Sarbanes-Oxley
9 3 (0.51%) WCAG
10 2 (0.34%) California Consumer Privacy Act
System Software
1 24 (4.07%) Docker
2 4 (0.68%) Virtual Desktop
3 2 (0.34%) HDFS
Systems Management
1 46 (7.80%) Terraform
2 31 (5.25%) Kubernetes
3 6 (1.02%) Kubeflow
4 3 (0.51%) SysTrack
Vendors
1 59 (10.00%) Databricks
2 45 (7.63%) Microsoft
3 23 (3.90%) Google
4 14 (2.37%) Oracle
5 13 (2.20%) SAP
6 10 (1.69%) Foundry
6 10 (1.69%) Palantir
7 8 (1.36%) Alteryx
8 7 (1.19%) OpenAI
9 5 (0.85%) Ab Initio
9 5 (0.85%) Informatica
10 3 (0.51%) Citrix
10 3 (0.51%) Cloudera
10 3 (0.51%) Hyperion
10 3 (0.51%) New Relic
10 3 (0.51%) Salesforce
10 3 (0.51%) Sparx
10 3 (0.51%) Splunk
10 3 (0.51%) Teradata
11 2 (0.34%) ServiceNow