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

6 months to
23 Dec 2025
Same period 2024 Same period 2023
Rank 498 595 592
Rank change year-on-year +97 -3 +224
Permanent jobs citing TensorFlow 141 111 109
As % of all permanent jobs in the UK 0.24% 0.20% 0.22%
As % of the Libraries, Frameworks & Software Standards category 2.00% 0.92% 0.86%
Number of salaries quoted 59 69 83
10th Percentile £46,801 £57,500 £45,750
25th Percentile £59,375 £62,500 £57,500
Median annual salary (50th Percentile) £75,000 £82,500 £76,383
Median % change year-on-year -9.09% +8.01% -1.44%
75th Percentile £97,500 £100,000 £97,500
90th Percentile £115,000 £125,450 £137,500
UK excluding London median annual salary £65,000 £68,750 £76,383
% change year-on-year -5.45% -9.99% +45.49%

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 7,051 12,112 12,658
As % of all permanent jobs advertised in the UK 11.91% 21.61% 26.07%
Number of salaries quoted 5,276 7,275 10,335
10th Percentile £35,854 £38,750 £41,250
25th Percentile £50,000 £49,607 £51,250
Median annual salary (50th Percentile) £65,000 £65,000 £65,000
Median % change year-on-year - - -1.89%
75th Percentile £85,000 £85,000 £85,000
90th Percentile £111,250 £110,000 £107,500
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 23 December 2025.

Salary histogram for TensorFlow in the UK

TensorFlow
Top 15 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 23 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 +119 136 £75,000 -11.76% 566
London +74 79 £85,000 -10.53% 138
UK excluding London +63 55 £65,000 -5.45% 473
Work from Home +43 27 £80,250 +14.64% 304
East of England +33 16 £45,000 - 81
North of England +18 14 £67,500 -3.57% 112
South East +34 10 £56,250 -13.46% 132
North West +35 9 £65,000 -1.89% 65
Midlands - 9 £56,250 - 72
South West 0 5 £90,000 -4.76% 42
West Midlands - 5 £56,250 - 37
Yorkshire -8 4 £71,000 -16.47% 42
East Midlands - 4 - - 28
North East - 1 - - 5
Wales - 1 - - 15

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 38 (26.95%) Apache Spark
2 13 (9.22%) Apache Airflow
3 10 (7.09%) Appian
4 1 (0.71%) nginx
4 1 (0.71%) SAS
Applications
1 1 (0.71%) Chatbot
1 1 (0.71%) GNU Octave
Business Applications
1 1 (0.71%) NetSuite
1 1 (0.71%) Odoo
Cloud Services
1 63 (44.68%) AWS
2 53 (37.59%) Azure
3 36 (25.53%) GCP
4 22 (15.60%) Amazon S3
5 19 (13.48%) Amazon EKS
5 19 (13.48%) Amazon ELB
6 13 (9.22%) Azure Machine Learning
6 13 (9.22%) H2O.ai
6 13 (9.22%) OpenShift
7 10 (7.09%) Azure AI
8 7 (4.96%) GitHub
8 7 (4.96%) Prefect
9 6 (4.26%) Amazon SageMaker
9 6 (4.26%) Anthropic Claude
9 6 (4.26%) Azure Data Factory
9 6 (4.26%) GitHub Actions
9 6 (4.26%) Power Automate
10 5 (3.55%) Azure DevOps
10 5 (3.55%) SaaS
10 5 (3.55%) Serverless
Communications & Networking
1 3 (2.13%) Broadband
2 2 (1.42%) InfiniBand
Database & Business Intelligence
1 32 (22.70%) Metadata
2 21 (14.89%) Delta Lake
2 21 (14.89%) DynamoDB
3 19 (13.48%) Spark SQL
4 15 (10.64%) Data Lake
5 13 (9.22%) Pinecone
6 10 (7.09%) Big Data
7 7 (4.96%) NoSQL
8 6 (4.26%) SQL Server
8 6 (4.26%) Tableau
8 6 (4.26%) Weaviate
9 5 (3.55%) Data Warehouse
9 5 (3.55%) MySQL
10 4 (2.84%) Hadoop
11 3 (2.13%) Amazon Redshift
11 3 (2.13%) BigQuery
12 2 (1.42%) Apache Iceberg
12 2 (1.42%) Elasticsearch
12 2 (1.42%) Looker
12 2 (1.42%) PostgreSQL
Development Applications
1 44 (31.21%) MLflow
2 8 (5.67%) Git
3 1 (0.71%) GitLab
3 1 (0.71%) Jenkins
3 1 (0.71%) Vite
General
1 61 (43.26%) Social Skills
2 40 (28.37%) Finance
3 20 (14.18%) Manufacturing
4 14 (9.93%) Analytical Skills
5 13 (9.22%) Marketing
6 8 (5.67%) Public Sector
7 4 (2.84%) Banking
7 4 (2.84%) Electronics
7 4 (2.84%) Inclusion and Diversity
7 4 (2.84%) Law
7 4 (2.84%) Telecoms
8 3 (2.13%) Legal
9 2 (1.42%) Financial Institution
9 2 (1.42%) Games
10 1 (0.71%) Back Office
10 1 (0.71%) Health Technology
10 1 (0.71%) Investment Banking
10 1 (0.71%) Organisational Skills
10 1 (0.71%) Presentation Skills
10 1 (0.71%) Tech for Good
Job Titles
1 28 (19.86%) Machine Learning Engineer
2 19 (13.48%) Operations Engineer
3 18 (12.77%) Artificial Intelligence Engineer
4 17 (12.06%) Senior
5 16 (11.35%) Consultant
6 14 (9.93%) Data Scientist
6 14 (9.93%) Lead
7 12 (8.51%) Data Engineer
8 8 (5.67%) Machine Learning Consultant
9 7 (4.96%) Data Consultant
9 7 (4.96%) Developer
10 6 (4.26%) Automation Engineer
11 5 (3.55%) Artificial Intelligence Consultant
11 5 (3.55%) Artificial Intelligence Developer
11 5 (3.55%) Data Science Engineer
11 5 (3.55%) Lead Data Engineer
11 5 (3.55%) Machine Learning Scientist
11 5 (3.55%) Senior Data Scientist
12 4 (2.84%) Development Manager
12 4 (2.84%) Senior Consultant
Libraries, Frameworks & Software Standards
1 129 (91.49%) PyTorch
2 68 (48.23%) scikit-learn
3 43 (30.50%) Pandas
4 40 (28.37%) Keras
5 31 (21.99%) NumPy
6 25 (17.73%) Hugging Face
7 21 (14.89%) PySpark
8 19 (13.48%) Lambda Expressions
8 19 (13.48%) Metaflow
8 19 (13.48%) YAML
9 18 (12.77%) LangChain
10 14 (9.93%) FastAPI
11 13 (9.22%) Django
12 12 (8.51%) REST
13 11 (7.80%) Google JAX
13 11 (7.80%) JAX
14 9 (6.38%) Faiss
14 9 (6.38%) RESTful
15 8 (5.67%) Flask
15 8 (5.67%) Kafka
Miscellaneous
1 24 (17.02%) Algorithms
2 19 (13.48%) Linux Command Line
3 13 (9.22%) Data Centre
3 13 (9.22%) Management Information System
4 11 (7.80%) Distributed Systems
5 8 (5.67%) Cloud Native
5 8 (5.67%) CUDA
5 8 (5.67%) Low-Code
6 7 (4.96%) AI Agents
6 7 (4.96%) Legacy Systems
7 5 (3.55%) Data Structures
7 5 (3.55%) Life Science
8 4 (2.84%) Hackathon
8 4 (2.84%) Product Ownership
9 3 (2.13%) Cyber Threat
10 2 (1.42%) 3D Graphics
10 2 (1.42%) Enterprise Software
10 2 (1.42%) Team-Oriented Environment
11 1 (0.71%) IoT
11 1 (0.71%) SystemC
Operating Systems
1 21 (14.89%) Unix
2 2 (1.42%) Linux
3 1 (0.71%) Windows
Processes & Methodologies
1 133 (94.33%) Machine Learning
2 129 (91.49%) AI
3 74 (52.48%) Data Science
4 62 (43.97%) MLOps
5 61 (43.26%) CI/CD
6 57 (40.43%) LLM
7 51 (36.17%) Generative AI
8 47 (33.33%) Computer Science
9 46 (32.62%) Analytics
9 46 (32.62%) Containerisation
10 43 (30.50%) Retrieval-Augmented Generation
11 41 (29.08%) Data Engineering
12 33 (23.40%) Data Pipeline
13 32 (22.70%) Metadata Management
14 31 (21.99%) Natural Language Processing
15 29 (20.57%) Stakeholder Management
16 27 (19.15%) Deep Learning
17 26 (18.44%) Data Governance
18 25 (17.73%) OO
18 25 (17.73%) Visualisation
Programming Languages
1 119 (84.40%) Python
2 52 (36.88%) SQL
3 12 (8.51%) Java
4 8 (5.67%) Bash
4 8 (5.67%) Go
4 8 (5.67%) R
5 7 (4.96%) JavaScript
6 6 (4.26%) PHP
6 6 (4.26%) TypeScript
7 4 (2.84%) C++
8 3 (2.13%) Scala
9 2 (1.42%) Perl
9 2 (1.42%) PowerShell
10 1 (0.71%) C
10 1 (0.71%) C#
10 1 (0.71%) MATLAB
10 1 (0.71%) Rust
Qualifications
1 50 (35.46%) Degree
2 30 (21.28%) Master's Degree
3 23 (16.31%) Computer Science Degree
4 13 (9.22%) PhD
5 12 (8.51%) Security Cleared
6 7 (4.96%) SC Cleared
7 5 (3.55%) MCP
8 4 (2.84%) DV Cleared
9 3 (2.13%) CISSP
9 3 (2.13%) Numerate Degree
10 2 (1.42%) AWS Certification
10 2 (1.42%) CESG Certified Professional
10 2 (1.42%) DBS Check
10 2 (1.42%) Microsoft Certification
10 2 (1.42%) OSCP
11 1 (0.71%) Azure Certification
11 1 (0.71%) BPSS Clearance
11 1 (0.71%) CISM
Quality Assurance & Compliance
1 21 (14.89%) Data Quality
2 4 (2.84%) NIST
2 4 (2.84%) SLA
3 3 (2.13%) NIST 800
4 2 (1.42%) Def Stans
4 2 (1.42%) ISO/IEC 27001
4 2 (1.42%) JSP 440
4 2 (1.42%) NCSC
5 1 (0.71%) EU AI Act
5 1 (0.71%) GDPR
5 1 (0.71%) ISO 13485
System Software
1 59 (41.84%) Docker
2 2 (1.42%) GPFS
2 2 (1.42%) Lustre
2 2 (1.42%) Slurm Workload Manager
Systems Management
1 50 (35.46%) Kubernetes
2 30 (21.28%) Terraform
3 25 (17.73%) Kubeflow
4 6 (4.26%) Ansible
5 2 (1.42%) Prometheus
5 2 (1.42%) SELinux
6 1 (0.71%) Grafana
Vendors
1 44 (31.21%) Databricks
2 18 (12.77%) OpenAI
3 15 (10.64%) NVIDIA
4 14 (9.93%) Dell
5 13 (9.22%) Microsoft
6 6 (4.26%) Automation Anywhere
6 6 (4.26%) UiPath
7 5 (3.55%) SAP
8 4 (2.84%) Google
9 3 (2.13%) Foundry
10 2 (1.42%) CrowdStrike
10 2 (1.42%) Fortinet
10 2 (1.42%) Palantir
10 2 (1.42%) Palo Alto
10 2 (1.42%) Splunk
11 1 (0.71%) Informatica
11 1 (0.71%) Intel