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 6 November 2025, with comparisons to the same periods in the previous two years.

6 months to
6 Nov 2025
Same period 2024 Same period 2023
Rank 519 617 602
Rank change year-on-year +98 -15 +145
Permanent jobs citing TensorFlow 130 118 121
As % of all permanent jobs in the UK 0.26% 0.17% 0.23%
As % of the Libraries, Frameworks & Software Standards category 1.72% 0.86% 0.84%
Number of salaries quoted 56 63 100
10th Percentile £48,750 £47,537 £47,500
25th Percentile £58,438 £62,500 £54,688
Median annual salary (50th Percentile) £75,000 £80,000 £72,250
Median % change year-on-year -6.25% +10.73% -6.77%
75th Percentile £97,500 £103,125 £90,000
90th Percentile £115,000 £126,050 £122,750
UK excluding London median annual salary £62,500 £66,250 £65,000
% change year-on-year -5.66% +1.92% +4.00%

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 7,552 13,720 14,338
As % of all permanent jobs advertised in the UK 15.07% 20.27% 27.13%
Number of salaries quoted 5,061 8,264 11,738
10th Percentile £36,625 £38,750 £41,250
25th Percentile £50,000 £48,750 £50,686
Median annual salary (50th Percentile) £67,500 £65,000 £65,500
Median % change year-on-year +3.85% -0.76% +0.77%
75th Percentile £86,250 £84,973 £85,000
90th Percentile £115,000 £109,625 £106,250
UK excluding London median annual salary £57,500 £57,000 £57,500
% change year-on-year +0.88% -0.87% -

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 6 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 6 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 +107 126 £75,000 -6.25% 431
UK excluding London +85 64 £62,500 -5.66% 272
London +53 62 £95,000 -5.00% 278
Work from Home +31 21 £75,000 +7.14% 256
South East +45 19 £52,500 -22.22% 173
North of England +19 16 £65,000 -7.14% 36
East of England +36 13 £47,500 -40.63% 11
North West +34 10 £65,000 -3.70% 30
Midlands +48 7 £67,500 +31.07% 22
South West +30 7 £73,750 -21.96% 10
Yorkshire +16 5 £63,000 -18.71% 3
East Midlands +19 4 - - 9
West Midlands +55 3 £67,500 +42.11% 13
Scotland -4 1 - - 8
Wales - 1 - - 5
North East - 1 - - 3

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 39 (30.00%) Apache Spark
2 9 (6.92%) Apache Airflow
3 2 (1.54%) Apache
4 1 (0.77%) nginx
4 1 (0.77%) SAS
Applications
1 1 (0.77%) GNU Octave
Cloud Services
1 75 (57.69%) AWS
2 54 (41.54%) Azure
3 46 (35.38%) GCP
4 23 (17.69%) Amazon EKS
5 22 (16.92%) Amazon S3
6 19 (14.62%) Amazon ELB
7 13 (10.00%) Azure Monitor
7 13 (10.00%) H2O.ai
7 13 (10.00%) OpenShift
8 11 (8.46%) Amazon SageMaker
9 7 (5.38%) Amazon EC2
9 7 (5.38%) Serverless
10 6 (4.62%) Amazon Bedrock
10 6 (4.62%) AWS Lambda
11 5 (3.85%) Azure Machine Learning
11 5 (3.85%) Prefect
12 4 (3.08%) Amazon ECS
12 4 (3.08%) Amazon EMR
12 4 (3.08%) Amazon Kinesis
12 4 (3.08%) SaaS
Communications & Networking
1 1 (0.77%) Broadband
Database & Business Intelligence
1 32 (24.62%) Metadata
2 25 (19.23%) DynamoDB
3 19 (14.62%) Delta Lake
3 19 (14.62%) Spark SQL
4 18 (13.85%) Data Lake
5 9 (6.92%) Big Data
5 9 (6.92%) NoSQL
6 5 (3.85%) MySQL
6 5 (3.85%) PostgreSQL
7 4 (3.08%) Amazon Aurora
7 4 (3.08%) Amazon RDS
7 4 (3.08%) Electronic Patient Records
8 3 (2.31%) Data Warehouse
8 3 (2.31%) Hadoop
8 3 (2.31%) Tableau
9 2 (1.54%) Data Mining
9 2 (1.54%) Relational Database
10 1 (0.77%) Amazon Redshift
10 1 (0.77%) BigQuery
10 1 (0.77%) Parquet
Development Applications
1 30 (23.08%) MLflow
2 8 (6.15%) Git
3 1 (0.77%) GitLab
3 1 (0.77%) Vite
General
1 72 (55.38%) Social Skills
2 52 (40.00%) Finance
3 21 (16.15%) Law
4 18 (13.85%) Manufacturing
5 17 (13.08%) Legal
6 12 (9.23%) Marketing
7 10 (7.69%) Analytical Skills
8 7 (5.38%) Public Sector
9 6 (4.62%) Inclusion and Diversity
10 5 (3.85%) Electronics
10 5 (3.85%) Games
11 4 (3.08%) Banking
11 4 (3.08%) Telecoms
12 1 (0.77%) Advertising
12 1 (0.77%) Aerospace
12 1 (0.77%) Czech Language
12 1 (0.77%) Financial Institution
12 1 (0.77%) Health Technology
12 1 (0.77%) Investment Banking
12 1 (0.77%) Tech for Good
Job Titles
1 31 (23.85%) Machine Learning Engineer
2 30 (23.08%) Senior
3 19 (14.62%) Operations Engineer
4 14 (10.77%) Data Scientist
5 13 (10.00%) Senior Manager
6 12 (9.23%) Artificial Intelligence Engineer
7 10 (7.69%) Lead
8 8 (6.15%) Developer
9 7 (5.38%) Software Engineer
10 6 (4.62%) Consultant
10 6 (4.62%) Data Engineer
11 5 (3.85%) Artificial Intelligence Developer
11 5 (3.85%) Head of AI
11 5 (3.85%) Machine Learning Consultant
12 4 (3.08%) Associate Engineer
12 4 (3.08%) Senior Data Scientist
12 4 (3.08%) Senior Software Engineer
13 3 (2.31%) Data Science Engineer
13 3 (2.31%) Senior Data Engineer
13 3 (2.31%) Senior Developer
Libraries, Frameworks & Software Standards
1 121 (93.08%) PyTorch
2 57 (43.85%) scikit-learn
3 38 (29.23%) Keras
4 35 (26.92%) Hugging Face
5 34 (26.15%) Pandas
6 26 (20.00%) LangChain
6 26 (20.00%) NumPy
7 19 (14.62%) Lambda Expressions
7 19 (14.62%) Metaflow
7 19 (14.62%) PySpark
7 19 (14.62%) YAML
8 9 (6.92%) Google JAX
8 9 (6.92%) JAX
8 9 (6.92%) Kafka
9 7 (5.38%) FastAPI
10 6 (4.62%) XGBoost
11 5 (3.85%) LangGraph
12 4 (3.08%) JSON Web Signature
12 4 (3.08%) JWT
12 4 (3.08%) OAuth
Miscellaneous
1 23 (17.69%) Algorithms
2 19 (14.62%) Linux Command Line
3 13 (10.00%) Data Centre
3 13 (10.00%) Management Information System
4 10 (7.69%) AI Agents
5 6 (4.62%) Data Structures
5 6 (4.62%) Distributed Systems
6 4 (3.08%) Cloud Native
6 4 (3.08%) Public Cloud
7 3 (2.31%) CUDA
7 3 (2.31%) Robotics
8 2 (1.54%) Product Ownership
8 2 (1.54%) Team-Oriented Environment
9 1 (0.77%) Genomics
9 1 (0.77%) Greenfield Project
9 1 (0.77%) Legacy Systems
9 1 (0.77%) Omics
9 1 (0.77%) Onboarding
9 1 (0.77%) Sports Betting
9 1 (0.77%) Stable Diffusion
Operating Systems
1 21 (16.15%) Unix
2 1 (0.77%) Linux
2 1 (0.77%) Ubuntu
Processes & Methodologies
1 124 (95.38%) Machine Learning
2 118 (90.77%) AI
3 80 (61.54%) Data Science
4 63 (48.46%) MLOps
5 53 (40.77%) Generative AI
6 52 (40.00%) Computer Science
7 49 (37.69%) LLM
8 44 (33.85%) CI/CD
9 38 (29.23%) Analytics
10 37 (28.46%) Containerisation
11 32 (24.62%) Metadata Management
12 31 (23.85%) Software Engineering
13 30 (23.08%) Natural Language Processing
13 30 (23.08%) Observability
14 28 (21.54%) Deep Learning
15 27 (20.77%) Data Engineering
15 27 (20.77%) Service Delivery
16 25 (19.23%) Retrieval-Augmented Generation
16 25 (19.23%) Visualisation
17 23 (17.69%) Data Pipeline
Programming Languages
1 96 (73.85%) Python
2 46 (35.38%) SQL
3 12 (9.23%) Java
4 8 (6.15%) C++
4 8 (6.15%) R
5 5 (3.85%) Rust
6 4 (3.08%) Bash
7 3 (2.31%) C
8 2 (1.54%) Perl
8 2 (1.54%) PHP
9 1 (0.77%) C#
9 1 (0.77%) Go
9 1 (0.77%) JavaScript
9 1 (0.77%) Julia
9 1 (0.77%) MATLAB
9 1 (0.77%) Scala
9 1 (0.77%) TypeScript
Qualifications
1 58 (44.62%) Degree
2 46 (35.38%) Master's Degree
3 36 (27.69%) Computer Science Degree
4 16 (12.31%) PhD
5 6 (4.62%) Security Cleared
6 4 (3.08%) MCP
7 3 (2.31%) Postgraduate
8 2 (1.54%) AWS Certification
8 2 (1.54%) DBS Check
8 2 (1.54%) DV Cleared
9 1 (0.77%) BPSS Clearance
9 1 (0.77%) CISM
9 1 (0.77%) CISSP
9 1 (0.77%) SC Cleared
Quality Assurance & Compliance
1 16 (12.31%) Data Quality
2 2 (1.54%) GDPR
2 2 (1.54%) ISO/IEC 27001
2 2 (1.54%) NIST
3 1 (0.77%) EU AI Act
3 1 (0.77%) ISO 13485
3 1 (0.77%) NIST 800
System Software
1 40 (30.77%) Docker
Systems Management
1 38 (29.23%) Kubernetes
2 27 (20.77%) Kubeflow
3 24 (18.46%) Terraform
4 14 (10.77%) Prometheus
5 13 (10.00%) Grafana
6 4 (3.08%) Single Sign-On
Vendors
1 40 (30.77%) Databricks
2 20 (15.38%) OpenAI
3 14 (10.77%) NVIDIA
4 13 (10.00%) Dell
5 6 (4.62%) Microsoft
6 5 (3.85%) Google
7 4 (3.08%) SAP
8 1 (0.77%) Altera
8 1 (0.77%) Foundry
8 1 (0.77%) Informatica
8 1 (0.77%) Red Hat
8 1 (0.77%) YouTube