Data Science Jobs

Data Science
UK

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

6 months to
2 Jun 2024
Same period 2023 Same period 2022
Rank 125 85 57
Rank change year-on-year -40 -28 +55
Permanent jobs citing Data Science 2,272 3,631 9,623
As % of all permanent jobs advertised in the UK 2.16% 3.83% 5.69%
As % of the Processes & Methodologies category 2.58% 4.01% 5.93%
Number of salaries quoted 1,247 1,591 2,422
10th Percentile £41,250 £45,000 £42,500
25th Percentile £47,500 £55,000 £52,500
Median annual salary (50th Percentile) £65,000 £70,000 £70,000
Median % change year-on-year -7.14% - +7.69%
75th Percentile £90,000 £91,250 £90,000
90th Percentile £112,500 £110,000 £108,625
UK excluding London median annual salary £55,000 £64,029 £60,000
% change year-on-year -14.10% +6.72% +9.09%

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 permanent job vacancies with a requirement for process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 87,980 90,493 162,202
As % of all permanent jobs advertised in the UK 83.59% 95.46% 95.93%
Number of salaries quoted 61,356 54,578 82,967
10th Percentile £29,284 £34,000 £33,500
25th Percentile £40,000 £45,000 £43,750
Median annual salary (50th Percentile) £55,000 £60,899 £60,000
Median % change year-on-year -9.69% +1.50% +9.09%
75th Percentile £72,500 £81,250 £80,000
90th Percentile £92,500 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +9.38%

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
Salary Trend

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

Salary trend for Data Science in the UK

Data Science
Salary Histogram

Salary distribution for jobs citing Data Science over the 6 months to 2 June 2024.

Salary histogram for Data Science in the UK

Data Science
Top 17 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Data Science within the UK over the 6 months to 2 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
Permanent
IT Job Ads
Median Salary
Past 6 Months
Median Salary
% Change
on Same Period
Last Year
Live
Jobs
England -39 2,074 £65,000 -7.14% 771
UK excluding London -54 1,314 £55,000 -14.10% 284
London -18 885 £80,000 - 508
Work from Home -34 860 £60,000 -13.60% 331
South East +42 405 £60,000 -7.69% 80
North of England -81 295 £50,000 -19.35% 65
Midlands +6 207 £55,000 +22.22% 33
South West -27 187 £60,000 -12.41% 42
North West -21 180 £50,000 -25.93% 44
West Midlands +2 159 £55,000 +22.22% 19
Scotland -74 109 £70,000 +3.70% 22
Yorkshire -109 81 £55,000 -10.10% 17
East of England -62 75 £55,000 -4.35% 27
East Midlands +1 48 £47,500 +5.56% 14
North East -14 34 £47,500 +3.26% 5
Wales +23 28 £47,500 -13.70% 12
Northern Ireland +19 8 £100,000 +203.03% 6

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
1 110 (4.84%) Apache Spark
2 87 (3.83%) SAS
3 34 (1.50%) Apache
4 33 (1.45%) Apache Airflow
5 21 (0.92%) Microsoft Exchange
6 16 (0.70%) Jupyter
7 13 (0.57%) Confluence
8 7 (0.31%) Luigi
9 6 (0.26%) nginx
10 3 (0.13%) ArcGIS
11 2 (0.088%) SharePoint
12 1 (0.044%) Ethereum
12 1 (0.044%) Hyperledger
12 1 (0.044%) IIS
12 1 (0.044%) Moodle
Applications
1 74 (3.26%) Microsoft Excel
2 32 (1.41%) Microsoft Office
3 9 (0.40%) Microsoft PowerPoint
4 6 (0.26%) Trello
5 4 (0.18%) Spreadsheet
6 3 (0.13%) MS Visio
7 2 (0.088%) LaTeX
7 2 (0.088%) SPSS
7 2 (0.088%) Stata
8 1 (0.044%) Adobe Creative Suite
8 1 (0.044%) Blender
Business Applications
1 21 (0.92%) Endur
2 7 (0.31%) Shopify
3 5 (0.22%) OpenLink RightAngle
4 1 (0.044%) Distributed Ledger
4 1 (0.044%) Dynamics CRM
4 1 (0.044%) SAP MDG
4 1 (0.044%) SAP S/4HANA
Cloud Services
1 639 (28.13%) Azure
2 387 (17.03%) AWS
3 379 (16.68%) Power Platform
4 376 (16.55%) GCP
5 117 (5.15%) Snowflake
6 94 (4.14%) Azure Data Factory
7 91 (4.01%) Azure DevOps
8 86 (3.79%) SaaS
9 68 (2.99%) Matillion
10 60 (2.64%) Azure Synapse Analytics
10 60 (2.64%) Serverless
11 55 (2.42%) GitHub
12 40 (1.76%) IBM Cloud
13 38 (1.67%) Amazon S3
14 30 (1.32%) AWS Lambda
14 30 (1.32%) Azure Cosmos DB
14 30 (1.32%) Cloud Computing
15 24 (1.06%) Azure Machine Learning
15 24 (1.06%) dbt
16 19 (0.84%) Amazon SageMaker
Communications & Networking
1 21 (0.92%) Network Security
2 18 (0.79%) DNS
2 18 (0.79%) HTTP
3 6 (0.26%) Firewall
3 6 (0.26%) VPN
4 5 (0.22%) MQTT
4 5 (0.22%) Reverse Proxy
4 5 (0.22%) Wireless
5 4 (0.18%) Ethernet
5 4 (0.18%) Intranet
6 2 (0.088%) Broadband
6 2 (0.088%) Internet
6 2 (0.088%) LAN
6 2 (0.088%) WAN
7 1 (0.044%) SAN
Database & Business Intelligence
1 368 (16.20%) Data Warehouse
1 368 (16.20%) Power BI
2 243 (10.70%) SQL Server
3 229 (10.08%) Tableau
4 201 (8.85%) BigQuery
5 188 (8.27%) Big Data
6 178 (7.83%) Looker
7 133 (5.85%) Data Lake
8 125 (5.50%) SQL Server Integration Services
9 76 (3.35%) Relational Database
10 68 (2.99%) Hadoop
11 67 (2.95%) Elasticsearch
11 67 (2.95%) PostgreSQL
12 65 (2.86%) NoSQL
13 49 (2.16%) Data Vault
13 49 (2.16%) Star Schema
14 48 (2.11%) Data Mining
15 47 (2.07%) Metadata
16 45 (1.98%) MongoDB
17 33 (1.45%) SQL Server Reporting Services
Development Applications
1 172 (7.57%) Git
2 49 (2.16%) GitLab
3 31 (1.36%) JIRA
4 30 (1.32%) Jenkins
5 11 (0.48%) MLflow
6 9 (0.40%) Visual Studio
7 8 (0.35%) ERwin
8 6 (0.26%) TeamCity
9 5 (0.22%) ER Studio
9 5 (0.22%) Oracle Forms
10 4 (0.18%) Maven
11 3 (0.13%) Cucumber
11 3 (0.13%) GoCD
11 3 (0.13%) JUnit
11 3 (0.13%) Spinnaker
11 3 (0.13%) Subversion
11 3 (0.13%) Team Foundation Server
12 2 (0.088%) CircleCI
13 1 (0.044%) git-flow
13 1 (0.044%) RStudio
General
1 698 (30.72%) Social Skills
2 475 (20.91%) Analytical Skills
3 437 (19.23%) Finance
4 313 (13.78%) Inclusion and Diversity
5 231 (10.17%) Retail
6 192 (8.45%) Public Sector
7 159 (7.00%) Marketing
8 137 (6.03%) Presentation Skills
9 119 (5.24%) Banking
10 110 (4.84%) Law
11 81 (3.57%) Games
12 74 (3.26%) Legal
13 47 (2.07%) Pharmaceutical
14 43 (1.89%) Investment Banking
15 35 (1.54%) Military
16 31 (1.36%) Manufacturing
17 28 (1.23%) Financial Institution
18 22 (0.97%) Influencing Skills
19 21 (0.92%) Health Technology
20 19 (0.84%) Organisational Skills
Job Titles
1 512 (22.54%) Data Scientist
2 473 (20.82%) Data Engineer
3 472 (20.77%) Senior
4 212 (9.33%) Senior Data Scientist
5 204 (8.98%) Lead
5 204 (8.98%) Principal Engineer
6 172 (7.57%) Analyst
7 171 (7.53%) Platform Engineer
8 165 (7.26%) Principal Data Engineer
9 156 (6.87%) Developer
10 154 (6.78%) Architect
11 113 (4.97%) Consultant
12 92 (4.05%) Data Architect
13 87 (3.83%) Data Analyst
14 86 (3.79%) Software Engineer
15 80 (3.52%) Data Manager
16 78 (3.43%) Business Intelligence Consultant
17 75 (3.30%) Python Engineer
18 63 (2.77%) Senior Data Engineer
19 62 (2.73%) Senior Analyst
Libraries, Frameworks & Software Standards
1 136 (5.99%) Pandas
2 131 (5.77%) TensorFlow
3 101 (4.45%) PySpark
4 83 (3.65%) scikit-learn
5 68 (2.99%) Kafka
5 68 (2.99%) PyTorch
6 56 (2.46%) NumPy
6 56 (2.46%) React
7 44 (1.94%) RESTful
8 40 (1.76%) CSS
9 36 (1.58%) HTML
10 35 (1.54%) .NET
11 33 (1.45%) Node.js
12 32 (1.41%) Keras
13 30 (1.32%) GraphQL
14 25 (1.10%) Django
15 22 (0.97%) XGBoost
16 20 (0.88%) XML
17 18 (0.79%) Apache Beam
18 17 (0.75%) REST
Miscellaneous
1 419 (18.44%) Algorithms
2 225 (9.90%) Self-Motivation
3 170 (7.48%) Data Structures
4 64 (2.82%) Product Ownership
5 60 (2.64%) Cloud Native
5 60 (2.64%) Life Science
6 59 (2.60%) Distributed Systems
7 54 (2.38%) Blockchain
8 47 (2.07%) Management Information System
8 47 (2.07%) Virtual Team
9 41 (1.80%) Hybrid Cloud
10 36 (1.58%) Onboarding
11 32 (1.41%) Credit Risk
12 31 (1.36%) IoT
13 24 (1.06%) Blog
14 21 (0.92%) Swaptions
15 20 (0.88%) Renewable Energy
16 18 (0.79%) Mobile App
17 17 (0.75%) Enterprise Software
18 15 (0.66%) Reinsurance
Operating Systems
1 124 (5.46%) Linux
2 45 (1.98%) Windows
3 40 (1.76%) Alpine Linux
3 40 (1.76%) CentOS
3 40 (1.76%) Debian
4 23 (1.01%) Unix
5 6 (0.26%) Android
5 6 (0.26%) Apple iOS
6 3 (0.13%) Windows Server
7 2 (0.088%) Windows Vista
8 1 (0.044%) Red Hat Enterprise Linux
8 1 (0.044%) Solaris
8 1 (0.044%) VMS
Processes & Methodologies
1 887 (39.04%) Machine Learning
2 782 (34.42%) Analytics
3 742 (32.66%) Problem-Solving
4 657 (28.92%) Artificial Intelligence
5 542 (23.86%) Agile
6 495 (21.79%) Data Engineering
7 492 (21.65%) Computer Science
8 478 (21.04%) Mentoring
9 464 (20.42%) Business Intelligence
10 461 (20.29%) Data Modelling
11 424 (18.66%) Data Pipeline
11 424 (18.66%) Visualisation
12 416 (18.31%) Mathematics
13 414 (18.22%) Data Analysis
14 411 (18.09%) DevOps
15 381 (16.77%) ETL
16 369 (16.24%) Decision-Making
17 287 (12.63%) Data Analytics
18 285 (12.54%) Software Engineering
19 279 (12.28%) Statistics
Programming Languages
1 1,012 (44.54%) Python
2 885 (38.95%) SQL
3 229 (10.08%) R
4 149 (6.56%) Java
5 98 (4.31%) C#
6 81 (3.57%) JavaScript
7 70 (3.08%) T-SQL
8 55 (2.42%) C++
9 54 (2.38%) C
10 47 (2.07%) Scala
11 40 (1.76%) MATLAB
12 37 (1.63%) TypeScript
13 34 (1.50%) Data Analysis Expressions
14 32 (1.41%) Go
15 26 (1.14%) Bash
16 24 (1.06%) VB
17 22 (0.97%) VBA
18 15 (0.66%) Haskell
19 12 (0.53%) SystemVerilog
20 11 (0.48%) U-SQL
Qualifications
1 776 (34.15%) Degree
2 251 (11.05%) Master's Degree
3 138 (6.07%) PhD
4 119 (5.24%) Computer Science Degree
5 86 (3.79%) Security Cleared
6 59 (2.60%) Microsoft Certification
7 53 (2.33%) DBS Check
8 50 (2.20%) Azure Certification
9 40 (1.76%) MCSA
9 40 (1.76%) MCSE
10 37 (1.63%) DV Cleared
11 33 (1.45%) SC Cleared
12 23 (1.01%) Numerate Degree
13 18 (0.79%) PMI Certification
14 12 (0.53%) Postgraduate
15 11 (0.48%) BPSS Clearance
16 6 (0.26%) IIBA
17 4 (0.18%) ISTQB
17 4 (0.18%) ITIL Certification
17 4 (0.18%) PMP
Quality Assurance & Compliance
1 218 (9.60%) Data Quality
2 211 (9.29%) GDPR
3 44 (1.94%) Accessibility
4 37 (1.63%) QA
5 15 (0.66%) Good Clinical Practice
6 11 (0.48%) Actionable Recommendations
7 9 (0.40%) CDISC
8 6 (0.26%) California Consumer Privacy Act
8 6 (0.26%) IFRS
8 6 (0.26%) IFRS 9
9 2 (0.088%) COBIT
9 2 (0.088%) Disclosure Scotland
9 2 (0.088%) GLBA
9 2 (0.088%) NIST
9 2 (0.088%) PCI DSS
9 2 (0.088%) PMO
9 2 (0.088%) Sarbanes-Oxley
9 2 (0.088%) SLA
10 1 (0.044%) Basel III
10 1 (0.044%) HIPAA
System Software
1 149 (6.56%) Docker
2 17 (0.75%) Virtual Machines
3 4 (0.18%) Active Directory
3 4 (0.18%) HDFS
4 2 (0.088%) IAG
5 1 (0.044%) Slurm Workload Manager
5 1 (0.044%) Virtual Desktop
5 1 (0.044%) Virtual Servers
5 1 (0.044%) VMware Infrastructure
Systems Management
1 158 (6.95%) Kubernetes
2 112 (4.93%) Terraform
3 10 (0.44%) Ansible
4 7 (0.31%) SysTrack
5 6 (0.26%) Kubeflow
5 6 (0.26%) logstash
6 5 (0.22%) Argo
6 5 (0.22%) Grafana
6 5 (0.22%) SELinux
7 3 (0.13%) Progress Chef
7 3 (0.13%) Prometheus
7 3 (0.13%) Puppet
8 2 (0.088%) Core Impact
8 2 (0.088%) Podman
9 1 (0.044%) Kibana
9 1 (0.044%) Packer
9 1 (0.044%) yum
Vendors
1 295 (12.98%) Microsoft
2 257 (11.31%) Google
3 207 (9.11%) Databricks
4 67 (2.95%) Oracle
5 47 (2.07%) IBM
6 40 (1.76%) Red Hat
7 36 (1.58%) Alteryx
8 33 (1.45%) Salesforce
9 23 (1.01%) Sybase
10 21 (0.92%) OpenLink
10 21 (0.92%) TIBCO
11 18 (0.79%) Dell
12 14 (0.62%) Informatica
13 13 (0.57%) OpenAI
14 12 (0.53%) YouTube
15 11 (0.48%) Dataiku
16 9 (0.40%) SAP
17 8 (0.35%) Samsung
17 8 (0.35%) ServiceNow
17 8 (0.35%) Teradata