Data Science Jobs

Data Science
UK

The table below provides summary statistics for permanent job vacancies requiring Data Science skills. It includes a benchmarking guide to the annual salaries offered in vacancies that cited Data Science over the 6 months leading up to 26 July 2024, comparing them to the same period in the previous two years.

6 months to
26 Jul 2024
Same period 2023 Same period 2022
Rank 147 119 55
Rank change year-on-year -28 -64 +43
Permanent jobs citing Data Science 1,610 2,316 10,252
As % of all permanent jobs advertised in the UK 1.78% 2.87% 5.85%
As % of the Processes & Methodologies category 2.18% 3.01% 6.07%
Number of salaries quoted 820 1,416 2,545
10th Percentile £42,500 £46,250 £42,500
25th Percentile £52,500 £55,000 £52,500
Median annual salary (50th Percentile) £70,000 £70,000 £72,500
Median % change year-on-year - -3.45% +11.54%
75th Percentile £91,250 £90,000 £90,000
90th Percentile £112,500 £115,000 £110,000
UK excluding London median annual salary £60,000 £65,000 £60,000
% change year-on-year -7.69% +8.33% +9.09%

All Process and Methodology Skills
UK

Data Science falls under the Processes and Methodologies category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring process or methodology skills.

Permanent vacancies with a requirement for process or methodology skills 73,969 76,929 168,958
As % of all permanent jobs advertised in the UK 81.84% 95.34% 96.40%
Number of salaries quoted 48,628 50,249 85,709
10th Percentile £30,000 £33,750 £33,750
25th Percentile £40,000 £45,000 £44,250
Median annual salary (50th Percentile) £55,000 £60,000 £60,000
Median % change year-on-year -8.33% - +9.09%
75th Percentile £73,750 £80,000 £80,000
90th Percentile £93,750 £100,000 £96,250
UK excluding London median annual salary £50,000 £55,000 £52,500
% change year-on-year -9.09% +4.76% +6.06%

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 26 July 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 26 July 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 -24 1,453 £70,000 -3.11% 227
UK excluding London -55 846 £60,000 -7.69% 171
London -17 696 £80,000 +6.67% 89
Work from Home -48 546 £67,500 - 164
North of England -50 234 £60,000 -7.69% 36
South East +8 218 £55,000 -15.38% 51
South West -35 145 £62,500 -8.76% 30
North West -33 135 £60,000 -11.11% 13
Midlands -53 101 £60,000 +5.73% 19
Scotland -64 86 £70,000 +7.58% 7
Yorkshire -39 68 £65,000 +1.52% 13
West Midlands -51 65 £62,879 +9.35% 11
East of England -46 39 £80,000 +23.08% 15
East Midlands -17 35 £47,500 +18.75% 8
North East +6 31 £45,000 -30.77% 11
Wales +33 17 £42,500 -22.73% 3
Northern Ireland +18 6 £100,000 +203.03% 12

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 77 (4.78%) Apache Spark
2 54 (3.35%) SAS
3 31 (1.93%) Apache
4 29 (1.80%) Apache Airflow
5 11 (0.68%) Confluence
5 11 (0.68%) Microsoft Exchange
6 7 (0.43%) Jupyter
7 6 (0.37%) Luigi
7 6 (0.37%) nginx
8 3 (0.19%) SharePoint
9 2 (0.12%) ArcGIS
10 1 (0.062%) Ethereum
10 1 (0.062%) Hyperledger
10 1 (0.062%) IIS
10 1 (0.062%) Moodle
Applications
1 59 (3.66%) Microsoft Excel
2 23 (1.43%) Microsoft Office
3 7 (0.43%) Microsoft PowerPoint
3 7 (0.43%) Trello
4 3 (0.19%) MS Visio
5 2 (0.12%) Stata
6 1 (0.062%) Blender
6 1 (0.062%) Spreadsheet
Business Applications
1 11 (0.68%) Endur
2 1 (0.062%) Distributed Ledger
2 1 (0.062%) OpenLink RightAngle
2 1 (0.062%) SAP MDG
2 1 (0.062%) SAP S/4HANA
Cloud Services
1 414 (25.71%) Azure
2 324 (20.12%) GCP
3 303 (18.82%) AWS
4 233 (14.47%) Power Platform
5 74 (4.60%) Azure DevOps
6 73 (4.53%) GitHub
7 64 (3.98%) Snowflake
8 56 (3.48%) Azure Data Factory
9 46 (2.86%) Amazon S3
10 45 (2.80%) SaaS
11 44 (2.73%) Azure AI
12 39 (2.42%) IBM Cloud
13 35 (2.17%) Azure Synapse Analytics
14 33 (2.05%) Cloud Computing
15 27 (1.68%) Azure Machine Learning
16 25 (1.55%) Serverless
17 22 (1.37%) dbt
18 17 (1.06%) Amazon SageMaker
18 17 (1.06%) GitHub Actions
19 14 (0.87%) AWS Lambda
Communications & Networking
1 15 (0.93%) Network Security
2 10 (0.62%) VPN
3 7 (0.43%) MQTT
4 6 (0.37%) Firewall
5 5 (0.31%) Ethernet
5 5 (0.31%) Reverse Proxy
6 3 (0.19%) DNS
6 3 (0.19%) Wireless
7 2 (0.12%) Broadband
7 2 (0.12%) LAN
7 2 (0.12%) SMS
7 2 (0.12%) WAN
8 1 (0.062%) HTTP
8 1 (0.062%) Internet
Database & Business Intelligence
1 222 (13.79%) Power BI
2 216 (13.42%) Tableau
3 210 (13.04%) Data Warehouse
4 191 (11.86%) BigQuery
5 175 (10.87%) Looker
6 139 (8.63%) Big Data
7 68 (4.22%) Data Lake
8 64 (3.98%) SQL Server
9 53 (3.29%) PostgreSQL
10 52 (3.23%) NoSQL
11 47 (2.92%) Relational Database
12 43 (2.67%) Data Vault
13 39 (2.42%) Hadoop
14 35 (2.17%) Amazon Redshift
15 29 (1.80%) SQL Server Integration Services
16 27 (1.68%) Amazon QuickSight
16 27 (1.68%) Elasticsearch
17 26 (1.61%) MongoDB
18 25 (1.55%) Data Mining
19 24 (1.49%) Azure SQL Database
Development Applications
1 159 (9.88%) Git
2 26 (1.61%) JIRA
3 23 (1.43%) Jenkins
4 13 (0.81%) GitLab
4 13 (0.81%) MLflow
4 13 (0.81%) Subversion
5 8 (0.50%) ERwin
5 8 (0.50%) RStudio
6 7 (0.43%) TeamCity
7 6 (0.37%) Visual Studio Code
8 5 (0.31%) ER Studio
8 5 (0.31%) SQL Server Management Studio (SSMS)
9 4 (0.25%) PyCharm
10 3 (0.19%) GoCD
10 3 (0.19%) Maven
10 3 (0.19%) Spinnaker
10 3 (0.19%) Team Foundation Server
11 2 (0.12%) Bitbucket
11 2 (0.12%) CircleCI
11 2 (0.12%) Cucumber
General
1 517 (32.11%) Social Skills
2 440 (27.33%) Analytical Skills
3 280 (17.39%) Finance
4 129 (8.01%) Presentation Skills
5 123 (7.64%) Inclusion and Diversity
6 94 (5.84%) Retail
7 90 (5.59%) Banking
8 83 (5.16%) Marketing
9 81 (5.03%) Public Sector
10 76 (4.72%) Law
11 62 (3.85%) Pharmaceutical
12 58 (3.60%) Games
13 57 (3.54%) Legal
14 41 (2.55%) Investment Banking
15 28 (1.74%) Military
16 27 (1.68%) Manufacturing
17 25 (1.55%) Financial Institution
18 11 (0.68%) Advertising
18 11 (0.68%) Publishing
18 11 (0.68%) Telecoms
Job Titles
1 420 (26.09%) Senior
2 317 (19.69%) Data Engineer
3 312 (19.38%) Data Scientist
4 188 (11.68%) Principal Engineer
5 187 (11.61%) Senior Data Scientist
6 171 (10.62%) Platform Engineer
7 164 (10.19%) Lead
8 160 (9.94%) Principal Data Engineer
9 152 (9.44%) Analyst
10 141 (8.76%) Architect
11 130 (8.07%) Developer
12 80 (4.97%) Software Engineer
13 78 (4.84%) Data Architect
14 66 (4.10%) Python Engineer
15 63 (3.91%) Data Analyst
16 53 (3.29%) Data Manager
17 50 (3.11%) Senior Manager
18 47 (2.92%) Senior Data Engineer
19 41 (2.55%) Consultant
20 39 (2.42%) Principal Architect
Libraries, Frameworks & Software Standards
1 115 (7.14%) TensorFlow
2 104 (6.46%) Pandas
3 97 (6.02%) PySpark
4 82 (5.09%) scikit-learn
5 65 (4.04%) PyTorch
6 50 (3.11%) Kafka
7 46 (2.86%) React
8 36 (2.24%) NumPy
9 28 (1.74%) HTML
10 26 (1.61%) CSS
10 26 (1.61%) Keras
11 24 (1.49%) .NET
12 20 (1.24%) Node.js
12 20 (1.24%) RESTful
13 16 (0.99%) SQLAlchemy
14 14 (0.87%) GraphQL
14 14 (0.87%) Hugging Face
15 13 (0.81%) JSON
16 12 (0.75%) Apache Beam
17 10 (0.62%) XML
Miscellaneous
1 255 (15.84%) Algorithms
2 173 (10.75%) Self-Motivation
3 89 (5.53%) Data Structures
4 63 (3.91%) Life Science
5 51 (3.17%) Distributed Systems
6 48 (2.98%) Cloud Native
7 42 (2.61%) Blockchain
7 42 (2.61%) Product Ownership
8 39 (2.42%) Hybrid Cloud
9 38 (2.36%) Onboarding
10 36 (2.24%) Virtual Team
11 26 (1.61%) IoT
12 23 (1.43%) Management Information System
13 21 (1.30%) Blog
14 19 (1.18%) Reinsurance
15 17 (1.06%) Credit Risk
16 16 (0.99%) Enterprise Software
16 16 (0.99%) Mobile App
17 11 (0.68%) Renewable Energy
17 11 (0.68%) Swaptions
Operating Systems
1 112 (6.96%) Linux
2 39 (2.42%) Alpine Linux
2 39 (2.42%) CentOS
2 39 (2.42%) Debian
3 28 (1.74%) Windows
4 23 (1.43%) Unix
5 4 (0.25%) Windows Server
6 3 (0.19%) Android
6 3 (0.19%) Apple iOS
7 2 (0.12%) Windows Vista
8 1 (0.062%) Embedded Linux
8 1 (0.062%) FreeRTOS
8 1 (0.062%) Red Hat Enterprise Linux
8 1 (0.062%) Robot Operating System
8 1 (0.062%) Solaris
8 1 (0.062%) VMS
8 1 (0.062%) Windows Server 2012
Processes & Methodologies
1 623 (38.70%) Analytics
2 586 (36.40%) Machine Learning
3 472 (29.32%) Problem-Solving
4 464 (28.82%) Agile
5 436 (27.08%) Artificial Intelligence
6 386 (23.98%) Data Engineering
7 378 (23.48%) Visualisation
8 364 (22.61%) DevOps
9 323 (20.06%) Data Pipeline
10 311 (19.32%) Computer Science
11 306 (19.01%) Data Modelling
12 298 (18.51%) Mentoring
13 280 (17.39%) Business Intelligence
14 271 (16.83%) Mathematics
15 255 (15.84%) Software Engineering
16 243 (15.09%) Data Analysis
16 243 (15.09%) Data Visualisation
16 243 (15.09%) Statistics
17 213 (13.23%) Decision-Making
18 207 (12.86%) Data Analytics
Programming Languages
1 772 (47.95%) Python
2 581 (36.09%) SQL
3 193 (11.99%) R
4 112 (6.96%) Java
5 74 (4.60%) JavaScript
6 65 (4.04%) C++
7 61 (3.79%) C#
8 39 (2.42%) T-SQL
9 34 (2.11%) C
10 33 (2.05%) MATLAB
11 30 (1.86%) Data Analysis Expressions
12 29 (1.80%) Scala
12 29 (1.80%) TypeScript
13 28 (1.74%) Bash
14 23 (1.43%) Go
15 22 (1.37%) VBA
16 18 (1.12%) Julia
17 15 (0.93%) Haskell
18 12 (0.75%) VB
19 11 (0.68%) U-SQL
Qualifications
1 528 (32.80%) Degree
2 247 (15.34%) Master's Degree
3 130 (8.07%) PhD
4 105 (6.52%) Computer Science Degree
5 82 (5.09%) Security Cleared
6 53 (3.29%) DBS Check
6 53 (3.29%) Microsoft Certification
7 48 (2.98%) Azure Certification
8 42 (2.61%) SC Cleared
9 39 (2.42%) MCSA
9 39 (2.42%) MCSE
10 29 (1.80%) Numerate Degree
11 23 (1.43%) DV Cleared
12 16 (0.99%) BPSS Clearance
13 15 (0.93%) PMI Certification
14 11 (0.68%) Postgraduate
15 6 (0.37%) IIBA
16 5 (0.31%) AWS Certification
17 4 (0.25%) Chartered Engineer
17 4 (0.25%) ITIL Certification
Quality Assurance & Compliance
1 193 (11.99%) GDPR
2 147 (9.13%) Data Quality
3 47 (2.92%) QA
4 26 (1.61%) Accessibility
5 15 (0.93%) Good Clinical Practice
6 6 (0.37%) California Consumer Privacy Act
7 3 (0.19%) IFRS
7 3 (0.19%) IFRS 9
8 1 (0.062%) Actionable Recommendations
8 1 (0.062%) HIPAA
8 1 (0.062%) PMO
8 1 (0.062%) SNOMED CT
System Software
1 125 (7.76%) Docker
2 2 (0.12%) Active Directory
2 2 (0.12%) HDFS
2 2 (0.12%) IAG
3 1 (0.062%) Firmware
3 1 (0.062%) RACF
3 1 (0.062%) Virtual Servers
Systems Management
1 132 (8.20%) Kubernetes
2 98 (6.09%) Terraform
3 14 (0.87%) Ansible
4 12 (0.75%) Grafana
5 9 (0.56%) Prometheus
6 7 (0.43%) Argo
6 7 (0.43%) SysTrack
7 6 (0.37%) logstash
7 6 (0.37%) Progress Chef
8 5 (0.31%) Kubeflow
8 5 (0.31%) SELinux
9 2 (0.12%) Puppet
10 1 (0.062%) Active Directory Federation Services
10 1 (0.062%) Core Impact
10 1 (0.062%) Kibana
10 1 (0.062%) Packer
10 1 (0.062%) Podman
10 1 (0.062%) Rancher
10 1 (0.062%) yum
Vendors
1 223 (13.85%) Google
2 183 (11.37%) Databricks
3 167 (10.37%) Microsoft
4 47 (2.92%) IBM
5 46 (2.86%) Oracle
6 39 (2.42%) Red Hat
7 29 (1.80%) Salesforce
8 23 (1.43%) Alteryx
9 17 (1.06%) Informatica
10 16 (0.99%) OpenAI
11 13 (0.81%) Sybase
12 11 (0.68%) OpenLink
12 11 (0.68%) TIBCO
13 8 (0.50%) Dell
13 8 (0.50%) SAP
13 8 (0.50%) ServiceNow
14 7 (0.43%) Cloudera
14 7 (0.43%) Snow
15 5 (0.31%) Dataiku
16 4 (0.25%) FIS