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 4 December 2025, with comparisons to the same periods in the previous two years.

6 months to
4 Dec 2025
Same period 2024 Same period 2023
Rank 520 635 588
Rank change year-on-year +115 -47 +214
Permanent jobs citing TensorFlow 136 120 115
As % of all permanent jobs in the UK 0.25% 0.19% 0.23%
As % of the Libraries, Frameworks & Software Standards category 1.91% 0.89% 0.87%
Number of salaries quoted 63 72 91
10th Percentile £50,000 £57,500 £45,750
25th Percentile £61,250 £62,375 £56,250
Median annual salary (50th Percentile) £75,000 £80,000 £75,000
Median % change year-on-year -6.25% +6.67% -3.23%
75th Percentile £97,500 £100,000 £93,125
90th Percentile £115,000 £124,850 £135,000
UK excluding London median annual salary £65,000 £67,500 £70,000
% change year-on-year -3.70% -3.57% +33.33%

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 7,134 13,468 13,170
As % of all permanent jobs advertised in the UK 12.99% 21.24% 26.41%
Number of salaries quoted 5,229 8,177 10,852
10th Percentile £36,250 £38,750 £41,250
25th Percentile £50,000 £49,140 £51,250
Median annual salary (50th Percentile) £67,500 £65,000 £66,028
Median % change year-on-year +3.85% -1.56% +1.58%
75th Percentile £86,250 £85,000 £85,000
90th Percentile £113,750 £110,000 £106,250
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 4 December 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 4 December 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 +136 132 £75,000 -10.45% 100
London +88 76 £91,250 -3.95% 55
UK excluding London +114 55 £65,000 -3.70% 62
Work from Home +71 25 £77,500 +10.71% 76
North of England +48 16 £65,000 -5.45% 6
East of England +32 14 £47,500 - 15
North West +51 10 £65,000 - 3
Midlands +53 9 £56,250 +1.81% 6
South East +46 8 £56,250 -13.46% 27
South West +15 6 £87,500 -7.41% 5
Yorkshire +6 5 £63,000 -25.88% 3
West Midlands - 5 £56,250 - 5
East Midlands +15 4 - -
Scotland +19 1 - - 2
North East - 1 - -
Wales - 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 37 (27.21%) Apache Spark
2 13 (9.56%) Apache Airflow
3 8 (5.88%) Appian
4 1 (0.74%) Apache
4 1 (0.74%) nginx
4 1 (0.74%) SAS
Applications
1 1 (0.74%) Chatbot
1 1 (0.74%) GNU Octave
Business Applications
1 1 (0.74%) NetSuite
1 1 (0.74%) Odoo
Cloud Services
1 68 (50.00%) AWS
2 53 (38.97%) Azure
3 41 (30.15%) GCP
4 22 (16.18%) Amazon S3
5 21 (15.44%) Amazon EKS
6 19 (13.97%) Amazon ELB
7 13 (9.56%) H2O.ai
7 13 (9.56%) OpenShift
8 9 (6.62%) Prefect
9 8 (5.88%) Amazon SageMaker
9 8 (5.88%) Azure Machine Learning
9 8 (5.88%) GitHub
10 7 (5.15%) GitHub Actions
10 7 (5.15%) Serverless
11 6 (4.41%) Azure AI
12 5 (3.68%) Amazon EC2
12 5 (3.68%) SaaS
13 4 (2.94%) Amazon Bedrock
13 4 (2.94%) AWS Lambda
13 4 (2.94%) Datadog
Communications & Networking
1 2 (1.47%) Broadband
1 2 (1.47%) InfiniBand
Database & Business Intelligence
1 32 (23.53%) Metadata
2 23 (16.91%) DynamoDB
3 19 (13.97%) Delta Lake
3 19 (13.97%) Spark SQL
4 17 (12.50%) Data Lake
5 9 (6.62%) Big Data
5 9 (6.62%) NoSQL
5 9 (6.62%) Pinecone
6 7 (5.15%) MySQL
7 4 (2.94%) PostgreSQL
7 4 (2.94%) SQL Server
7 4 (2.94%) Tableau
7 4 (2.94%) Weaviate
8 3 (2.21%) Hadoop
9 2 (1.47%) Amazon Aurora
9 2 (1.47%) Amazon RDS
9 2 (1.47%) Data Mining
9 2 (1.47%) Data Warehouse
9 2 (1.47%) Electronic Patient Records
10 1 (0.74%) ClickHouse
Development Applications
1 37 (27.21%) MLflow
2 10 (7.35%) Git
3 1 (0.74%) GitLab
3 1 (0.74%) Jenkins
3 1 (0.74%) Vite
General
1 63 (46.32%) Social Skills
2 44 (32.35%) Finance
3 20 (14.71%) Manufacturing
4 15 (11.03%) Marketing
5 13 (9.56%) Analytical Skills
6 8 (5.88%) Public Sector
7 7 (5.15%) Law
8 5 (3.68%) Electronics
9 4 (2.94%) Banking
9 4 (2.94%) Inclusion and Diversity
9 4 (2.94%) Telecoms
10 3 (2.21%) Games
10 3 (2.21%) Legal
11 1 (0.74%) Aerospace
11 1 (0.74%) Back Office
11 1 (0.74%) Financial Institution
11 1 (0.74%) Health Technology
11 1 (0.74%) Investment Banking
11 1 (0.74%) Organisational Skills
11 1 (0.74%) Tech for Good
Job Titles
1 30 (22.06%) Machine Learning Engineer
2 19 (13.97%) Operations Engineer
3 18 (13.24%) Artificial Intelligence Engineer
4 14 (10.29%) Lead
5 13 (9.56%) Senior
6 12 (8.82%) Data Scientist
7 11 (8.09%) Data Engineer
8 10 (7.35%) Consultant
9 7 (5.15%) Developer
10 6 (4.41%) Machine Learning Consultant
11 5 (3.68%) Artificial Intelligence Developer
11 5 (3.68%) Head of AI
11 5 (3.68%) Lead Data Engineer
11 5 (3.68%) Software Engineer
12 4 (2.94%) Automation Engineer
12 4 (2.94%) Data Science Engineer
12 4 (2.94%) Development Manager
13 3 (2.21%) Python Engineer
13 3 (2.21%) Senior Data Engineer
13 3 (2.21%) Senior Data Scientist
Libraries, Frameworks & Software Standards
1 126 (92.65%) PyTorch
2 68 (50.00%) scikit-learn
3 41 (30.15%) Pandas
4 38 (27.94%) Keras
5 29 (21.32%) NumPy
6 26 (19.12%) Hugging Face
7 19 (13.97%) Lambda Expressions
7 19 (13.97%) Metaflow
7 19 (13.97%) PySpark
7 19 (13.97%) YAML
8 17 (12.50%) LangChain
9 14 (10.29%) FastAPI
10 11 (8.09%) Django
11 10 (7.35%) Google JAX
11 10 (7.35%) JAX
11 10 (7.35%) REST
12 9 (6.62%) Kafka
13 7 (5.15%) pytest
13 7 (5.15%) React
13 7 (5.15%) RESTful
Miscellaneous
1 23 (16.91%) Algorithms
2 19 (13.97%) Linux Command Line
3 13 (9.56%) Data Centre
3 13 (9.56%) Management Information System
4 11 (8.09%) Distributed Systems
5 8 (5.88%) AI Agents
5 8 (5.88%) Cloud Native
6 6 (4.41%) CUDA
6 6 (4.41%) Data Structures
7 5 (3.68%) Legacy Systems
7 5 (3.68%) Low-Code
8 4 (2.94%) Hackathon
9 3 (2.21%) Robotics
10 2 (1.47%) Life Science
10 2 (1.47%) Product Ownership
10 2 (1.47%) Public Cloud
10 2 (1.47%) Team-Oriented Environment
11 1 (0.74%) Autonomous Agent
11 1 (0.74%) Genomics
11 1 (0.74%) Omics
Operating Systems
1 21 (15.44%) Unix
2 2 (1.47%) Linux
3 1 (0.74%) Windows
Processes & Methodologies
1 129 (94.85%) Machine Learning
2 125 (91.91%) AI
3 72 (52.94%) Data Science
4 61 (44.85%) CI/CD
4 61 (44.85%) MLOps
5 53 (38.97%) LLM
6 46 (33.82%) Analytics
6 46 (33.82%) Containerisation
6 46 (33.82%) Generative AI
7 40 (29.41%) Computer Science
8 39 (28.68%) Retrieval-Augmented Generation
9 36 (26.47%) Data Engineering
10 32 (23.53%) Data Pipeline
10 32 (23.53%) Metadata Management
10 32 (23.53%) Natural Language Processing
11 31 (22.79%) Software Engineering
12 27 (19.85%) Deep Learning
12 27 (19.85%) Stakeholder Management
13 26 (19.12%) Problem-Solving
14 24 (17.65%) Observability
Programming Languages
1 114 (83.82%) Python
2 49 (36.03%) SQL
3 14 (10.29%) Java
4 7 (5.15%) C++
4 7 (5.15%) Go
5 6 (4.41%) Bash
5 6 (4.41%) PHP
5 6 (4.41%) R
5 6 (4.41%) TypeScript
6 5 (3.68%) JavaScript
7 3 (2.21%) C
7 3 (2.21%) Rust
8 2 (1.47%) Perl
9 1 (0.74%) C#
9 1 (0.74%) MATLAB
9 1 (0.74%) Scala
Qualifications
1 44 (32.35%) Degree
2 32 (23.53%) Master's Degree
3 24 (17.65%) Computer Science Degree
4 13 (9.56%) PhD
5 11 (8.09%) Security Cleared
6 6 (4.41%) SC Cleared
7 5 (3.68%) MCP
8 4 (2.94%) DV Cleared
9 3 (2.21%) CISSP
9 3 (2.21%) Postgraduate
10 2 (1.47%) AWS Certification
10 2 (1.47%) CESG Certified Professional
10 2 (1.47%) DBS Check
10 2 (1.47%) OSCP
11 1 (0.74%) Azure Certification
11 1 (0.74%) BPSS Clearance
11 1 (0.74%) CISM
11 1 (0.74%) Numerate Degree
Quality Assurance & Compliance
1 21 (15.44%) Data Quality
2 4 (2.94%) NIST
2 4 (2.94%) SLA
3 3 (2.21%) NIST 800
4 2 (1.47%) Def Stans
4 2 (1.47%) ISO/IEC 27001
4 2 (1.47%) JSP 440
4 2 (1.47%) NCSC
5 1 (0.74%) EU AI Act
5 1 (0.74%) GDPR
5 1 (0.74%) ISO 13485
System Software
1 55 (40.44%) Docker
2 2 (1.47%) GPFS
2 2 (1.47%) Lustre
2 2 (1.47%) Slurm Workload Manager
Systems Management
1 51 (37.50%) Kubernetes
2 31 (22.79%) Terraform
3 27 (19.85%) Kubeflow
4 6 (4.41%) Ansible
5 2 (1.47%) Prometheus
5 2 (1.47%) SELinux
5 2 (1.47%) Single Sign-On
6 1 (0.74%) Grafana
Vendors
1 40 (29.41%) Databricks
2 16 (11.76%) NVIDIA
3 15 (11.03%) OpenAI
4 14 (10.29%) Dell
5 12 (8.82%) Microsoft
6 5 (3.68%) Google
6 5 (3.68%) SAP
7 4 (2.94%) Automation Anywhere
7 4 (2.94%) UiPath
8 2 (1.47%) Splunk
9 1 (0.74%) Altera
9 1 (0.74%) Foundry
9 1 (0.74%) Informatica
9 1 (0.74%) Intel
9 1 (0.74%) YouTube