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

6 months to
3 Nov 2025
Same period 2024 Same period 2023
Rank 535 631 609
Rank change year-on-year +96 -22 +152
Permanent jobs citing TensorFlow 124 115 121
As % of all permanent jobs in the UK 0.25% 0.17% 0.23%
As % of the Libraries, Frameworks & Software Standards category 1.61% 0.84% 0.83%
Number of salaries quoted 51 61 100
10th Percentile £50,000 £47,500 £47,500
25th Percentile £58,125 £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 £98,750 £103,750 £90,000
90th Percentile £115,000 £126,250 £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 7,695 13,720 14,546
As % of all permanent jobs advertised in the UK 15.32% 20.26% 27.18%
Number of salaries quoted 4,998 8,277 11,938
10th Percentile £36,750 £38,750 £41,250
25th Percentile £50,000 £48,750 £50,250
Median annual salary (50th Percentile) £67,500 £65,000 £65,385
Median % change year-on-year +3.85% -0.59% +0.59%
75th Percentile £86,438 £85,000 £85,000
90th Percentile £115,000 £110,000 £106,250
UK excluding London median annual salary £57,500 £57,000 £57,500
% change year-on-year +0.88% -0.87% +0.88%

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 3 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 3 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 +115 121 £75,000 -6.25% 218
UK excluding London +83 63 £62,500 -5.66% 153
London +67 58 £95,000 -5.00% 132
Work from Home +53 21 £75,000 +7.14% 155
South East +52 19 £52,500 -22.22% 93
North of England +15 16 £65,000 -7.14% 7
East of England +26 13 £47,500 -40.63% 16
North West +19 10 £65,000 -3.70% 4
Midlands +51 7 £67,500 +31.07% 13
South West +28 6 £73,750 -21.96% 10
Yorkshire +5 5 £63,000 -18.71% 1
East Midlands +27 4 - - 5
West Midlands +44 3 £67,500 +42.11% 9
Scotland -8 1 - - 4
Wales - 1 - - 4
North East - 1 - - 2

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 (31.45%) Apache Spark
2 9 (7.26%) Apache Airflow
3 2 (1.61%) Apache
4 1 (0.81%) nginx
4 1 (0.81%) SAS
Applications
1 1 (0.81%) GNU Octave
Cloud Services
1 73 (58.87%) AWS
2 51 (41.13%) Azure
3 44 (35.48%) GCP
4 23 (18.55%) Amazon EKS
5 22 (17.74%) Amazon S3
6 19 (15.32%) Amazon ELB
7 13 (10.48%) Azure Monitor
7 13 (10.48%) H2O.ai
7 13 (10.48%) OpenShift
8 11 (8.87%) Amazon SageMaker
9 7 (5.65%) Amazon EC2
9 7 (5.65%) Serverless
10 6 (4.84%) AWS Lambda
11 5 (4.03%) Amazon Bedrock
11 5 (4.03%) Prefect
12 4 (3.23%) Amazon ECS
12 4 (3.23%) Amazon EMR
12 4 (3.23%) Amazon Kinesis
12 4 (3.23%) Azure Machine Learning
12 4 (3.23%) SaaS
Communications & Networking
1 1 (0.81%) Broadband
Database & Business Intelligence
1 32 (25.81%) Metadata
2 25 (20.16%) DynamoDB
3 19 (15.32%) Delta Lake
3 19 (15.32%) Spark SQL
4 18 (14.52%) Data Lake
5 9 (7.26%) NoSQL
6 8 (6.45%) Big Data
7 5 (4.03%) PostgreSQL
8 4 (3.23%) Amazon Aurora
8 4 (3.23%) Amazon RDS
8 4 (3.23%) Electronic Patient Records
8 4 (3.23%) MySQL
9 3 (2.42%) Data Warehouse
9 3 (2.42%) Hadoop
10 2 (1.61%) Data Mining
10 2 (1.61%) Relational Database
10 2 (1.61%) Tableau
11 1 (0.81%) Amazon Redshift
11 1 (0.81%) BigQuery
11 1 (0.81%) Parquet
Development Applications
1 29 (23.39%) MLflow
2 6 (4.84%) Git
3 1 (0.81%) GitLab
3 1 (0.81%) Vite
General
1 69 (55.65%) Social Skills
2 50 (40.32%) Finance
3 19 (15.32%) Law
4 18 (14.52%) Manufacturing
5 16 (12.90%) Legal
6 10 (8.06%) Marketing
7 8 (6.45%) Analytical Skills
8 6 (4.84%) Public Sector
9 5 (4.03%) Electronics
9 5 (4.03%) Games
9 5 (4.03%) Inclusion and Diversity
10 4 (3.23%) Telecoms
11 3 (2.42%) Banking
12 1 (0.81%) Advertising
12 1 (0.81%) Aerospace
12 1 (0.81%) Czech Language
12 1 (0.81%) Health Technology
12 1 (0.81%) Presentation Skills
12 1 (0.81%) Tech for Good
Job Titles
1 30 (24.19%) Machine Learning Engineer
1 30 (24.19%) Senior
2 19 (15.32%) Operations Engineer
3 14 (11.29%) Data Scientist
4 13 (10.48%) Senior Manager
5 11 (8.87%) Artificial Intelligence Engineer
6 9 (7.26%) Lead
7 8 (6.45%) Developer
8 7 (5.65%) Software Engineer
9 6 (4.84%) Consultant
10 5 (4.03%) Artificial Intelligence Developer
10 5 (4.03%) Head of AI
10 5 (4.03%) Machine Learning Consultant
11 4 (3.23%) Associate Engineer
11 4 (3.23%) Senior Data Scientist
11 4 (3.23%) Senior Software Engineer
12 3 (2.42%) Data Engineer
12 3 (2.42%) Senior Data Engineer
12 3 (2.42%) Senior Developer
13 2 (1.61%) Python Engineer
Libraries, Frameworks & Software Standards
1 115 (92.74%) PyTorch
2 53 (42.74%) scikit-learn
3 37 (29.84%) Keras
4 33 (26.61%) Hugging Face
5 31 (25.00%) Pandas
6 25 (20.16%) NumPy
7 22 (17.74%) LangChain
8 19 (15.32%) Lambda Expressions
8 19 (15.32%) Metaflow
8 19 (15.32%) PySpark
8 19 (15.32%) YAML
9 9 (7.26%) Google JAX
9 9 (7.26%) JAX
9 9 (7.26%) Kafka
10 6 (4.84%) FastAPI
10 6 (4.84%) XGBoost
11 4 (3.23%) JSON Web Signature
11 4 (3.23%) JWT
11 4 (3.23%) LangGraph
11 4 (3.23%) OAuth
Miscellaneous
1 21 (16.94%) Algorithms
2 19 (15.32%) Linux Command Line
3 13 (10.48%) Data Centre
3 13 (10.48%) Management Information System
4 6 (4.84%) AI Agents
4 6 (4.84%) Data Structures
4 6 (4.84%) Distributed Systems
5 4 (3.23%) Cloud Native
5 4 (3.23%) Public Cloud
6 3 (2.42%) CUDA
6 3 (2.42%) Robotics
7 1 (0.81%) 3D Graphics
7 1 (0.81%) Blog
7 1 (0.81%) Embedded Systems
7 1 (0.81%) Greenfield Project
7 1 (0.81%) IoT
7 1 (0.81%) Legacy Systems
7 1 (0.81%) Life Science
7 1 (0.81%) Sports Betting
7 1 (0.81%) SystemC
Operating Systems
1 21 (16.94%) Unix
2 1 (0.81%) Linux
2 1 (0.81%) Ubuntu
Processes & Methodologies
1 118 (95.16%) Machine Learning
2 112 (90.32%) AI
3 75 (60.48%) Data Science
4 61 (49.19%) MLOps
5 50 (40.32%) Computer Science
5 50 (40.32%) Generative AI
6 45 (36.29%) LLM
7 40 (32.26%) CI/CD
8 36 (29.03%) Containerisation
9 34 (27.42%) Analytics
10 32 (25.81%) Metadata Management
11 30 (24.19%) Software Engineering
12 29 (23.39%) Observability
13 28 (22.58%) Natural Language Processing
14 27 (21.77%) Service Delivery
15 26 (20.97%) Deep Learning
16 24 (19.35%) Visualisation
17 23 (18.55%) Data Engineering
18 21 (16.94%) Data Pipeline
18 21 (16.94%) Retrieval-Augmented Generation
Programming Languages
1 92 (74.19%) Python
2 45 (36.29%) SQL
3 11 (8.87%) Java
4 8 (6.45%) C++
5 6 (4.84%) R
6 5 (4.03%) Rust
7 4 (3.23%) Bash
8 3 (2.42%) C
9 2 (1.61%) Perl
10 1 (0.81%) C#
10 1 (0.81%) Go
10 1 (0.81%) JavaScript
10 1 (0.81%) Julia
10 1 (0.81%) MATLAB
10 1 (0.81%) PHP
10 1 (0.81%) Scala
10 1 (0.81%) TypeScript
Qualifications
1 56 (45.16%) Degree
2 45 (36.29%) Master's Degree
3 35 (28.23%) Computer Science Degree
4 16 (12.90%) PhD
5 6 (4.84%) Security Cleared
6 3 (2.42%) MCP
6 3 (2.42%) Postgraduate
7 2 (1.61%) AWS Certification
7 2 (1.61%) DBS Check
7 2 (1.61%) DV Cleared
8 1 (0.81%) CISM
8 1 (0.81%) CISSP
8 1 (0.81%) SC Cleared
Quality Assurance & Compliance
1 16 (12.90%) Data Quality
2 2 (1.61%) GDPR
2 2 (1.61%) ISO/IEC 27001
2 2 (1.61%) NIST
3 1 (0.81%) EU AI Act
3 1 (0.81%) ISO 13485
3 1 (0.81%) NIST 800
System Software
1 37 (29.84%) Docker
Systems Management
1 36 (29.03%) Kubernetes
2 27 (21.77%) Kubeflow
3 24 (19.35%) Terraform
4 14 (11.29%) Prometheus
5 13 (10.48%) Grafana
6 4 (3.23%) Single Sign-On
Vendors
1 38 (30.65%) Databricks
2 18 (14.52%) OpenAI
3 14 (11.29%) NVIDIA
4 13 (10.48%) Dell
5 5 (4.03%) Microsoft
6 4 (3.23%) Google
6 4 (3.23%) SAP
7 1 (0.81%) Altera
7 1 (0.81%) Foundry
7 1 (0.81%) Informatica
7 1 (0.81%) Red Hat
7 1 (0.81%) YouTube