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 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 179 213 178
Rank change year-on-year +34 -35 -15
Contract jobs citing Data Science 583 761 1,481
As % of all contract jobs advertised in the UK 1.35% 1.27% 1.67%
As % of the Processes & Methodologies category 1.56% 1.42% 1.84%
Number of daily rates quoted 415 459 984
10th Percentile £354 £413 £407
25th Percentile £433 £488 £488
Median daily rate (50th Percentile) £525 £550 £585
Median % change year-on-year -4.55% -5.90% +7.25%
75th Percentile £650 £688 £650
90th Percentile £750 £775 £750
UK excluding London median daily rate £490 £540 £550
% change year-on-year -9.26% -1.82% +5.01%
Number of hourly rates quoted 19 24 33
10th Percentile £19.54 - £25.10
25th Percentile £21.49 £19.00 £31.00
Median hourly rate £35.50 £28.58 £37.50
Median % change year-on-year +24.21% -23.79% +40.29%
75th Percentile £50.00 £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 37,374 53,774 80,482
As % of all contract IT jobs advertised in the UK 86.31% 89.91% 90.60%
Number of daily rates quoted 24,095 37,304 56,474
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% +9.20%
Number of hourly rates quoted 2,422 1,763 1,928
10th Percentile £12.75 £11.00 £12.50
25th Percentile £16.00 £16.25 £15.25
Median hourly rate £35.00 £37.34 £25.00
Median % change year-on-year -6.27% +49.36% -
75th Percentile £59.44 £65.00 £49.25
90th Percentile £72.50 £75.00 £63.75
UK excluding London median hourly rate £36.00 £36.00 £20.00
% change year-on-year - +80.00% -8.17%

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 27 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 27 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 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
England +38 502 £542 -2.65% 565
London +40 339 £550 -8.33% 362
Work from Home +55 218 £525 -4.55% 300
UK excluding London +6 154 £490 -9.26% 229
North of England +23 38 £488 -22.00% 55
South East +3 32 £475 -13.64% 57
East of England +28 28 £550 +22.22% 28
Midlands -3 28 £456 -15.51% 23
North West +23 23 £488 -25.00% 38
West Midlands +3 22 £488 -9.72% 13
South West +8 16 £600 +15.11% 24
Yorkshire +4 14 £518 -20.38% 13
Wales +21 9 £412 -28.35% 13
Scotland +23 8 £488 +5.98% 28
East Midlands +19 6 £375 -37.50% 10
North East +19 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 (6.52%) Apache Spark
2 32 (5.49%) Apache Airflow
3 18 (3.09%) Apache
4 7 (1.20%) Jupyter
5 6 (1.03%) Confluence
5 6 (1.03%) SAS
6 2 (0.34%) SharePoint
7 1 (0.17%) Adobe Experience Manager
7 1 (0.17%) CMS
7 1 (0.17%) Luigi
Applications
1 14 (2.40%) Microsoft Excel
2 11 (1.89%) MS Visio
3 5 (0.86%) Chatbot
3 5 (0.86%) Microsoft Office
3 5 (0.86%) Microsoft PowerPoint
4 4 (0.69%) 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 (1.20%) 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
1 119 (20.41%) Azure
2 105 (18.01%) AWS
3 89 (15.27%) GCP
3 89 (15.27%) Power Platform
4 30 (5.15%) Serverless
5 25 (4.29%) Amazon S3
6 23 (3.95%) Vertex AI
7 22 (3.77%) Azure Synapse Analytics
8 21 (3.60%) Azure Data Factory
9 19 (3.26%) AWS Lambda
10 17 (2.92%) Snowflake
11 15 (2.57%) GitHub
12 12 (2.06%) Azure Machine Learning
13 11 (1.89%) Amazon Kinesis
13 11 (1.89%) Cloud Computing
13 11 (1.89%) dbt
14 10 (1.72%) Amazon EMR
14 10 (1.72%) GitHub Actions
14 10 (1.72%) Google Compute Engine
15 8 (1.37%) Figma
Communications & Networking
1 6 (1.03%) Internet
2 5 (0.86%) LAN
2 5 (0.86%) WAN
3 3 (0.51%) Network Security
4 1 (0.17%) Wireless
Database & Business Intelligence
1 86 (14.75%) Power BI
2 74 (12.69%) Data Warehouse
3 69 (11.84%) Big Data
4 58 (9.95%) Tableau
5 38 (6.52%) Data Lake
6 37 (6.35%) BigQuery
7 29 (4.97%) Hadoop
8 26 (4.46%) Amazon Redshift
9 21 (3.60%) Data Mining
10 17 (2.92%) Metadata
11 14 (2.40%) NoSQL
12 13 (2.23%) BusinessObjects
13 10 (1.72%) Looker
14 9 (1.54%) PostgreSQL
14 9 (1.54%) SQL Server
15 8 (1.37%) Relational Database
16 7 (1.20%) Presto
17 6 (1.03%) Amazon Athena
17 6 (1.03%) Flink
18 5 (0.86%) DynamoDB
Development Applications
1 34 (5.83%) Git
2 23 (3.95%) JIRA
3 12 (2.06%) Jenkins
4 8 (1.37%) MLflow
5 7 (1.20%) 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
1 157 (26.93%) Social Skills
2 122 (20.93%) Analytical Skills
3 96 (16.47%) Finance
4 46 (7.89%) Public Sector
5 39 (6.69%) Marketing
6 19 (3.26%) Banking
6 19 (3.26%) Pharmaceutical
7 17 (2.92%) Influencing Skills
8 16 (2.74%) Legal
8 16 (2.74%) Retail
9 15 (2.57%) Presentation Skills
10 9 (1.54%) Inclusion and Diversity
11 8 (1.37%) Telecoms
12 7 (1.20%) Manufacturing
12 7 (1.20%) Police
13 6 (1.03%) Advertising
13 6 (1.03%) Financial Institution
14 5 (0.86%) Publishing
15 4 (0.69%) Games
15 4 (0.69%) Law
Job Titles
1 146 (25.04%) Data Scientist
2 68 (11.66%) Data Engineer
3 64 (10.98%) Senior
4 57 (9.78%) Analyst
5 50 (8.58%) Architect
5 50 (8.58%) Developer
6 40 (6.86%) Lead
7 36 (6.17%) Data Analyst
8 22 (3.77%) Machine Learning Engineer
9 21 (3.60%) Senior Data Scientist
10 20 (3.43%) Solutions Architect
11 19 (3.26%) Data Manager
12 17 (2.92%) GCP Engineer
13 15 (2.57%) Data Architect
14 14 (2.40%) Consultant
15 12 (2.06%) AWS Engineer
15 12 (2.06%) Senior Data Engineer
16 11 (1.89%) Azure Engineer
16 11 (1.89%) Full Stack Developer
17 10 (1.72%) User Researcher
Libraries, Frameworks & Software Standards
1 44 (7.55%) Pandas
2 42 (7.20%) PySpark
3 39 (6.69%) scikit-learn
4 32 (5.49%) TensorFlow
5 25 (4.29%) NumPy
6 20 (3.43%) PyTorch
7 19 (3.26%) Kafka
8 14 (2.40%) React
9 11 (1.89%) HTML
10 9 (1.54%) AngularJS
10 9 (1.54%) CSS
10 9 (1.54%) Plotly
11 8 (1.37%) .NET
11 8 (1.37%) Django
12 7 (1.20%) Matplotlib
12 7 (1.20%) REST
13 6 (1.03%) ASP.NET
13 6 (1.03%) Lambda Expressions
13 6 (1.03%) Middleware
14 5 (0.86%) Keras
Miscellaneous
1 87 (14.92%) Algorithms
2 24 (4.12%) Management Information System
3 23 (3.95%) Data Structures
4 19 (3.26%) Product Ownership
5 11 (1.89%) Team-Oriented Environment
6 10 (1.72%) Self-Motivation
7 9 (1.54%) Greenfield Project
7 9 (1.54%) IoT
7 9 (1.54%) Reference Data
8 8 (1.37%) Analytical Mindset
8 8 (1.37%) Legacy Systems
8 8 (1.37%) Life Science
9 7 (1.20%) Blockchain
9 7 (1.20%) Credit Risk
9 7 (1.20%) Distributed Computing
9 7 (1.20%) Multi-touch
9 7 (1.20%) NHS
10 6 (1.03%) Cloud Native
10 6 (1.03%) FMCG
10 6 (1.03%) Onboarding
Operating Systems
1 13 (2.23%) Linux
1 13 (2.23%) Windows
2 5 (0.86%) Unix
3 1 (0.17%) Android
3 1 (0.17%) Apple iOS
Processes & Methodologies
1 220 (37.74%) Machine Learning
2 194 (33.28%) Analytics
3 126 (21.61%) Artificial Intelligence
4 122 (20.93%) Data Analysis
5 120 (20.58%) Agile
5 120 (20.58%) Data Modelling
6 119 (20.41%) Computer Science
7 116 (19.90%) Visualisation
8 99 (16.98%) Business Intelligence
9 97 (16.64%) Problem-Solving
10 94 (16.12%) Data Pipeline
11 93 (15.95%) ETL
12 81 (13.89%) DevOps
13 79 (13.55%) Data Visualisation
14 75 (12.86%) Data Engineering
15 69 (11.84%) Mathematics
16 67 (11.49%) Statistics
17 66 (11.32%) Decision-Making
18 56 (9.61%) Data Management
19 55 (9.43%) Actionable Insight
Programming Languages
1 319 (54.72%) Python
2 206 (35.33%) SQL
3 68 (11.66%) R
4 32 (5.49%) Java
5 19 (3.26%) Scala
6 16 (2.74%) JavaScript
7 15 (2.57%) Bash
8 12 (2.06%) C#
9 11 (1.89%) MATLAB
10 8 (1.37%) C++
11 6 (1.03%) Data Analysis Expressions
11 6 (1.03%) Shell Script
12 4 (0.69%) PowerShell
13 3 (0.51%) VBA
14 2 (0.34%) TypeScript
15 1 (0.17%) Bicep
15 1 (0.17%) C
15 1 (0.17%) Ruby
15 1 (0.17%) Swift
15 1 (0.17%) T-SQL
Qualifications
1 146 (25.04%) Degree
2 70 (12.01%) Security Cleared
3 65 (11.15%) Computer Science Degree
4 55 (9.43%) SC Cleared
5 37 (6.35%) Master's Degree
6 16 (2.74%) PhD
7 14 (2.40%) DV Cleared
8 13 (2.23%) BPSS Clearance
9 7 (1.20%) Numerate Degree
10 6 (1.03%) PMI Certification
10 6 (1.03%) PMP
11 4 (0.69%) Azure Certification
11 4 (0.69%) CISSP
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 Certification
13 2 (0.34%) AWS Certified Solutions Architect
14 1 (0.17%) Tableau Certification
Quality Assurance & Compliance
1 58 (9.95%) Data Quality
2 19 (3.26%) QA
3 11 (1.89%) Actionable Recommendations
4 10 (1.72%) Accessibility
5 8 (1.37%) GDPR
6 6 (1.03%) NCSC
7 5 (0.86%) GxP
7 5 (0.86%) SLA
8 4 (0.69%) PMO
9 3 (0.51%) Sarbanes-Oxley
9 3 (0.51%) WCAG
10 2 (0.34%) California Consumer Privacy Act
System Software
1 24 (4.12%) Docker
2 4 (0.69%) Virtual Desktop
3 2 (0.34%) HDFS
Systems Management
1 43 (7.38%) Terraform
2 31 (5.32%) Kubernetes
3 6 (1.03%) Kubeflow
4 3 (0.51%) SysTrack
Vendors
1 60 (10.29%) Databricks
2 44 (7.55%) Microsoft
3 23 (3.95%) Google
4 14 (2.40%) Oracle
5 13 (2.23%) SAP
6 10 (1.72%) Foundry
6 10 (1.72%) Palantir
7 8 (1.37%) Alteryx
8 7 (1.20%) OpenAI
9 6 (1.03%) ServiceNow
10 5 (0.86%) Ab Initio
10 5 (0.86%) Informatica
11 3 (0.51%) Citrix
11 3 (0.51%) Cloudera
11 3 (0.51%) Hyperion
11 3 (0.51%) New Relic
11 3 (0.51%) Salesforce
11 3 (0.51%) Sparx
11 3 (0.51%) Splunk
11 3 (0.51%) Teradata