TensorFlow Job Trends

Google TensorFlow
UK

The table below provides summary statistics and salary benchmarking for jobs requiring TensorFlow skills. It covers permanent job vacancies from the 6 months leading up to 24 November 2025, with comparisons to the same periods in the previous two years.

6 months to
24 Nov 2025
Same period 2024 Same period 2023
Rank 515 620 592
Rank change year-on-year +105 -28 +192
Permanent jobs citing TensorFlow 134 125 116
As % of all permanent jobs in the UK 0.25% 0.18% 0.22%
As % of the Libraries, Frameworks & Software Standards category 1.86% 0.89% 0.84%
Number of salaries quoted 60 76 91
10th Percentile £49,750 £56,500 £45,750
25th Percentile £59,688 £62,375 £56,250
Median annual salary (50th Percentile) £76,250 £80,000 £72,000
Median % change year-on-year -4.69% +11.11% -7.10%
75th Percentile £97,500 £102,500 £90,000
90th Percentile £115,000 £123,250 £130,000
UK excluding London median annual salary £65,000 £65,000 £65,000
% change year-on-year - - +23.81%

All Software Libraries and Frameworks
UK

TensorFlow falls under the Software Libraries and Frameworks category. For comparison with the information above, the following table provides summary statistics for all permanent job vacancies requiring technical specification, industry standards, software libraries and framework skills.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 7,190 13,975 13,743
As % of all permanent jobs advertised in the UK 13.53% 20.65% 26.59%
Number of salaries quoted 5,209 8,471 11,338
10th Percentile £36,250 £38,750 £41,250
25th Percentile £50,000 £48,750 £50,686
Median annual salary (50th Percentile) £67,500 £65,000 £65,900
Median % change year-on-year +3.85% -1.36% +1.38%
75th Percentile £86,000 £83,750 £85,000
90th Percentile £113,750 £108,750 £106,289
UK excluding London median annual salary £57,500 £57,500 £57,500

TensorFlow
Job Vacancy Trend

Historical trend showing the proportion of permanent IT job postings citing TensorFlow relative to all permanent IT jobs advertised.

TensorFlow job vacancy trend in the UK

TensorFlow
Salary Trend

Salary distribution trend for jobs in the UK citing TensorFlow.

Salary distribution trend for jobs in the UK citing TensorFlow

TensorFlow
Salary Histogram

Salary distribution for jobs citing TensorFlow over the 6 months to 24 November 2025.

Salary histogram for TensorFlow in the UK

TensorFlow
Top 16 Job Locations

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the UK over the 6 months to 24 November 2025. 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 +117 130 £77,500 -7.46% 97
London +63 69 £95,000 -1.30% 59
UK excluding London +97 60 £65,000 - 68
Work from Home +76 24 £76,250 +8.93% 80
North of England +45 16 £65,000 -3.70% 5
South East +43 14 £56,250 -13.46% 32
East of England +39 13 £47,500 - 7
North West +54 10 £65,000 - 4
Midlands +70 8 £67,500 +22.17% 6
South West +24 7 £85,000 +1.80% 9
Yorkshire +15 5 £63,000 -18.71% 1
East Midlands +28 4 - - 1
West Midlands - 4 £67,500 - 5
Scotland +6 1 - - 3
Wales - 1 - - 3
North East - 1 - -

TensorFlow
Co-Occurring Skills & Capabilities by Category

The following tables expand on the one above by listing co-occurrences grouped by category. They cover the same employment type, locality and period, with up to 20 co-occurrences shown in each category:

Application Platforms
1 36 (26.87%) Apache Spark
2 11 (8.21%) Apache Airflow
3 4 (2.99%) Appian
4 1 (0.75%) Apache
4 1 (0.75%) nginx
4 1 (0.75%) SAS
Applications
1 1 (0.75%) GNU Octave
Business Applications
1 1 (0.75%) NetSuite
1 1 (0.75%) Odoo
Cloud Services
1 71 (52.99%) AWS
2 55 (41.04%) Azure
3 43 (32.09%) GCP
4 22 (16.42%) Amazon EKS
4 22 (16.42%) Amazon S3
5 19 (14.18%) Amazon ELB
6 13 (9.70%) H2O.ai
6 13 (9.70%) OpenShift
7 9 (6.72%) Amazon SageMaker
8 8 (5.97%) Azure Monitor
8 8 (5.97%) Serverless
9 7 (5.22%) Prefect
10 6 (4.48%) Amazon EC2
10 6 (4.48%) GitHub
11 5 (3.73%) Amazon Bedrock
11 5 (3.73%) AWS Lambda
11 5 (3.73%) Azure Machine Learning
11 5 (3.73%) GitHub Actions
11 5 (3.73%) SaaS
12 3 (2.24%) Amazon ECS
Communications & Networking
1 2 (1.49%) Broadband
1 2 (1.49%) InfiniBand
Database & Business Intelligence
1 32 (23.88%) Metadata
2 24 (17.91%) DynamoDB
3 19 (14.18%) Delta Lake
3 19 (14.18%) Spark SQL
4 17 (12.69%) Data Lake
5 10 (7.46%) NoSQL
6 9 (6.72%) Big Data
7 5 (3.73%) MySQL
7 5 (3.73%) Pinecone
7 5 (3.73%) PostgreSQL
8 4 (2.99%) Tableau
9 3 (2.24%) Amazon Aurora
9 3 (2.24%) Amazon RDS
9 3 (2.24%) Electronic Patient Records
10 2 (1.49%) Data Mining
10 2 (1.49%) Data Warehouse
10 2 (1.49%) Hadoop
10 2 (1.49%) MongoDB
10 2 (1.49%) Relational Database
10 2 (1.49%) SQL Server
Development Applications
1 32 (23.88%) MLflow
2 9 (6.72%) Git
3 1 (0.75%) GitLab
3 1 (0.75%) Jenkins
3 1 (0.75%) Vite
General
1 68 (50.75%) Social Skills
2 50 (37.31%) Finance
3 20 (14.93%) Manufacturing
4 14 (10.45%) Law
5 13 (9.70%) Marketing
6 11 (8.21%) Analytical Skills
6 11 (8.21%) Legal
7 8 (5.97%) Public Sector
8 5 (3.73%) Electronics
8 5 (3.73%) Inclusion and Diversity
9 4 (2.99%) Banking
9 4 (2.99%) Telecoms
10 3 (2.24%) Games
11 1 (0.75%) Aerospace
11 1 (0.75%) Back Office
11 1 (0.75%) Financial Institution
11 1 (0.75%) Health Technology
11 1 (0.75%) Investment Banking
11 1 (0.75%) Tech for Good
Job Titles
1 30 (22.39%) Machine Learning Engineer
2 22 (16.42%) Senior
3 19 (14.18%) Operations Engineer
4 15 (11.19%) Artificial Intelligence Engineer
5 14 (10.45%) Data Scientist
6 10 (7.46%) Lead
7 9 (6.72%) Consultant
8 8 (5.97%) Developer
9 7 (5.22%) Data Engineer
9 7 (5.22%) Senior Manager
10 6 (4.48%) Software Engineer
11 5 (3.73%) Artificial Intelligence Developer
11 5 (3.73%) Head of AI
11 5 (3.73%) Machine Learning Consultant
12 4 (2.99%) Senior Data Scientist
13 3 (2.24%) Associate Engineer
13 3 (2.24%) Data Science Engineer
13 3 (2.24%) Python Engineer
13 3 (2.24%) Senior Data Engineer
13 3 (2.24%) Senior Developer
Libraries, Frameworks & Software Standards
1 124 (92.54%) PyTorch
2 61 (45.52%) scikit-learn
3 38 (28.36%) Keras
3 38 (28.36%) Pandas
4 32 (23.88%) Hugging Face
5 28 (20.90%) NumPy
6 21 (15.67%) LangChain
7 19 (14.18%) Lambda Expressions
7 19 (14.18%) Metaflow
7 19 (14.18%) PySpark
7 19 (14.18%) YAML
8 11 (8.21%) FastAPI
9 9 (6.72%) Google JAX
9 9 (6.72%) JAX
9 9 (6.72%) Kafka
10 7 (5.22%) Django
11 6 (4.48%) REST
11 6 (4.48%) XGBoost
12 5 (3.73%) JWT
12 5 (3.73%) pytest
Miscellaneous
1 22 (16.42%) Algorithms
2 19 (14.18%) Linux Command Line
3 13 (9.70%) Data Centre
3 13 (9.70%) Management Information System
4 9 (6.72%) AI Agents
5 8 (5.97%) Distributed Systems
6 6 (4.48%) Cloud Native
6 6 (4.48%) Data Structures
7 5 (3.73%) CUDA
8 3 (2.24%) Legacy Systems
8 3 (2.24%) Public Cloud
8 3 (2.24%) Robotics
9 2 (1.49%) Greenfield Project
9 2 (1.49%) Hackathon
9 2 (1.49%) Low-Code
9 2 (1.49%) Product Ownership
9 2 (1.49%) Team-Oriented Environment
10 1 (0.75%) Autonomous Agent
10 1 (0.75%) Genomics
10 1 (0.75%) Omics
Operating Systems
1 21 (15.67%) Unix
2 3 (2.24%) Linux
3 1 (0.75%) Ubuntu
3 1 (0.75%) Windows
Processes & Methodologies
1 126 (94.03%) Machine Learning
2 123 (91.79%) AI
3 76 (56.72%) Data Science
4 62 (46.27%) MLOps
5 52 (38.81%) CI/CD
5 52 (38.81%) LLM
6 51 (38.06%) Generative AI
7 42 (31.34%) Computer Science
7 42 (31.34%) Containerisation
8 40 (29.85%) Analytics
9 32 (23.88%) Metadata Management
9 32 (23.88%) Retrieval-Augmented Generation
10 31 (23.13%) Data Engineering
10 31 (23.13%) Software Engineering
11 30 (22.39%) Natural Language Processing
12 29 (21.64%) Observability
13 27 (20.15%) Data Pipeline
13 27 (20.15%) Deep Learning
14 25 (18.66%) Visualisation
15 23 (17.16%) Stakeholder Management
Programming Languages
1 105 (78.36%) Python
2 49 (36.57%) SQL
3 13 (9.70%) Java
4 8 (5.97%) C++
4 8 (5.97%) R
5 6 (4.48%) Bash
6 5 (3.73%) Go
7 4 (2.99%) JavaScript
7 4 (2.99%) Rust
7 4 (2.99%) TypeScript
8 3 (2.24%) C
8 3 (2.24%) PHP
9 2 (1.49%) Perl
10 1 (0.75%) C#
10 1 (0.75%) Julia
10 1 (0.75%) MATLAB
10 1 (0.75%) Scala
Qualifications
1 47 (35.07%) Degree
2 36 (26.87%) Master's Degree
3 29 (21.64%) Computer Science Degree
4 12 (8.96%) PhD
4 12 (8.96%) Security Cleared
5 6 (4.48%) SC Cleared
6 5 (3.73%) MCP
7 4 (2.99%) DV Cleared
8 3 (2.24%) CISSP
8 3 (2.24%) Postgraduate
9 2 (1.49%) AWS Certification
9 2 (1.49%) CESG Certified Professional
9 2 (1.49%) DBS Check
9 2 (1.49%) OSCP
10 1 (0.75%) BPSS Clearance
10 1 (0.75%) CISM
Quality Assurance & Compliance
1 19 (14.18%) Data Quality
2 4 (2.99%) NIST
3 3 (2.24%) NIST 800
4 2 (1.49%) Def Stans
4 2 (1.49%) GDPR
4 2 (1.49%) ISO/IEC 27001
4 2 (1.49%) JSP 440
4 2 (1.49%) NCSC
4 2 (1.49%) SLA
5 1 (0.75%) EU AI Act
5 1 (0.75%) ISO 13485
System Software
1 46 (34.33%) Docker
2 2 (1.49%) GPFS
2 2 (1.49%) Lustre
2 2 (1.49%) Slurm Workload Manager
Systems Management
1 43 (32.09%) Kubernetes
2 29 (21.64%) Terraform
3 27 (20.15%) Kubeflow
4 9 (6.72%) Prometheus
5 8 (5.97%) Grafana
6 4 (2.99%) Ansible
7 3 (2.24%) Single Sign-On
8 2 (1.49%) SELinux
Vendors
1 39 (29.10%) Databricks
2 18 (13.43%) OpenAI
3 16 (11.94%) NVIDIA
4 14 (10.45%) Dell
5 10 (7.46%) Microsoft
6 5 (3.73%) Google
6 5 (3.73%) SAP
7 2 (1.49%) Automation Anywhere
7 2 (1.49%) Splunk
7 2 (1.49%) UiPath
8 1 (0.75%) Altera
8 1 (0.75%) Foundry
8 1 (0.75%) Informatica
8 1 (0.75%) Intel
8 1 (0.75%) Red Hat
8 1 (0.75%) YouTube