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 20 February 2026, with comparisons to the same periods in the previous two years.

6 months to
20 Feb 2026
Same period 2025 Same period 2024
Rank 526 589 640
Rank change year-on-year +63 +51 +196
Permanent jobs citing TensorFlow 139 101 159
As % of all permanent jobs in the UK 0.20% 0.21% 0.21%
As % of the Libraries, Frameworks & Software Standards category 1.81% 0.93% 0.91%
Number of salaries quoted 57 61 117
10th Percentile £46,939 £47,500 £47,500
25th Percentile £57,500 £62,000 £55,000
Median annual salary (50th Percentile) £75,000 £72,500 £70,000
Median % change year-on-year +3.45% +3.57% -6.67%
75th Percentile £96,250 £97,500 £95,000
90th Percentile £115,000 £121,250 £141,000
UK excluding London median annual salary £65,000 £67,500 £62,500
% change year-on-year -3.70% +8.00% +19.05%

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 7,670 10,839 17,480
As % of all permanent jobs advertised in the UK 11.18% 22.16% 23.34%
Number of salaries quoted 5,639 6,631 14,278
10th Percentile £36,250 £40,000 £37,500
25th Percentile £50,000 £51,250 £47,500
Median annual salary (50th Percentile) £65,000 £66,206 £61,500
Median % change year-on-year -1.82% +7.65% -8.89%
75th Percentile £85,000 £86,250 £81,250
90th Percentile £107,500 £110,000 £100,000
UK excluding London median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -4.35%

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 20 February 2026.

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 20 February 2026. 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 +66 125 £75,000 -6.25% 163
London +73 80 £82,750 -12.89% 114
Work from Home +49 45 £65,000 -3.70% 66
UK excluding London -4 45 £65,000 -3.70% 65
East of England +21 15 £42,500 - 7
North of England -14 10 £67,500 -15.63% 12
North West 0 9 £65,000 -21.33% 7
South East -8 8 £60,000 -9.43% 24
Midlands - 7 £55,000 - 3
West Midlands - 4 £55,000 - 2
South West -21 3 £90,000 +100.00% 15
East Midlands - 3 £70,000 - 1
Scotland -16 1 £100,000 +48.15% 3
Northern Ireland -24 1 - - 1
Yorkshire -38 1 £71,000 +1.43% 4

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 22 (15.83%) Apache Spark
2 16 (11.51%) Appian
3 15 (10.79%) Apache Airflow
Applications
1 2 (1.44%) Chatbot
2 1 (0.72%) GNU Octave
Business Applications
1 1 (0.72%) NetSuite
1 1 (0.72%) Odoo
Cloud Services
1 69 (49.64%) Azure
2 48 (34.53%) AWS
3 40 (28.78%) GCP
4 23 (16.55%) Azure Machine Learning
5 19 (13.67%) Azure AI
6 12 (8.63%) Amazon SageMaker
6 12 (8.63%) Anthropic Claude
6 12 (8.63%) Azure Data Factory
6 12 (8.63%) Power Automate
7 11 (7.91%) Snowflake
7 11 (7.91%) Vertex AI
8 9 (6.47%) Dagster
8 9 (6.47%) H2O.ai
8 9 (6.47%) OpenShift
9 7 (5.04%) GitHub
10 6 (4.32%) GitHub Actions
10 6 (4.32%) Power Platform
10 6 (4.32%) Serverless
11 5 (3.60%) Azure DevOps
12 4 (2.88%) Prefect
Communications & Networking
1 14 (10.07%) Broadband
2 2 (1.44%) InfiniBand
Database & Business Intelligence
1 26 (18.71%) Pinecone
2 17 (12.23%) Metadata
3 16 (11.51%) Tableau
4 13 (9.35%) Data Warehouse
4 13 (9.35%) Weaviate
5 12 (8.63%) SQL Server
6 11 (7.91%) Big Data
7 10 (7.19%) Amazon Redshift
7 10 (7.19%) BigQuery
8 9 (6.47%) Apache Iceberg
8 9 (6.47%) Data Lake
8 9 (6.47%) Delta Lake
8 9 (6.47%) Elasticsearch
8 9 (6.47%) Looker
9 8 (5.76%) Hadoop
10 6 (4.32%) NoSQL
11 5 (3.60%) MySQL
12 2 (1.44%) DynamoDB
13 1 (0.72%) MongoDB
13 1 (0.72%) PostgreSQL
Development Applications
1 39 (28.06%) MLflow
2 7 (5.04%) Git
3 1 (0.72%) GitLab
3 1 (0.72%) Jenkins
General
1 50 (35.97%) Social Skills
2 40 (28.78%) Finance
3 27 (19.42%) Analytical Skills
4 16 (11.51%) Manufacturing
5 12 (8.63%) Marketing
6 9 (6.47%) Inclusion and Diversity
7 6 (4.32%) Public Sector
8 4 (2.88%) Banking
8 4 (2.88%) Legal
9 3 (2.16%) Electronics
9 3 (2.16%) Law
9 3 (2.16%) Telecoms
10 2 (1.44%) Advertising
10 2 (1.44%) Financial Institution
10 2 (1.44%) Organisational Skills
11 1 (0.72%) Back Office
11 1 (0.72%) Digital Economy
11 1 (0.72%) Games
11 1 (0.72%) Health Technology
11 1 (0.72%) Presentation Skills
Job Titles
1 27 (19.42%) Lead
2 24 (17.27%) Senior
3 22 (15.83%) Consultant
4 19 (13.67%) Data Scientist
5 18 (12.95%) Artificial Intelligence Engineer
6 16 (11.51%) Data Consultant
7 13 (9.35%) Artificial Intelligence Consultant
7 13 (9.35%) Senior Consultant
8 12 (8.63%) Automation Engineer
8 12 (8.63%) Data Engineer
9 9 (6.47%) Senior Data Scientist
10 8 (5.76%) Machine Learning Engineer
11 6 (4.32%) Data Science Engineer
11 6 (4.32%) Developer
12 5 (3.60%) Artificial Intelligence Developer
12 5 (3.60%) Lead Data Engineer
12 5 (3.60%) Machine Learning Consultant
12 5 (3.60%) Machine Learning Scientist
13 4 (2.88%) Development Manager
13 4 (2.88%) Lead Data Scientist
Libraries, Frameworks & Software Standards
1 128 (92.09%) PyTorch
2 53 (38.13%) scikit-learn
3 34 (24.46%) Pandas
4 26 (18.71%) Hugging Face
5 23 (16.55%) LangChain
6 22 (15.83%) Faiss
6 22 (15.83%) NumPy
7 18 (12.95%) Django
7 18 (12.95%) FastAPI
8 17 (12.23%) REST
9 16 (11.51%) Keras
10 15 (10.79%) RESTful
11 13 (9.35%) Flask
12 12 (8.63%) JWT
12 12 (8.63%) OAuth
12 12 (8.63%) OpenAPI
12 12 (8.63%) pytest
12 12 (8.63%) Swagger
12 12 (8.63%) Web Services
13 9 (6.47%) vLLM
Miscellaneous
1 26 (18.71%) Algorithms
2 16 (11.51%) Low-Code
3 12 (8.63%) Legacy Systems
4 11 (7.91%) AI Agents
4 11 (7.91%) Video\Live Streaming
5 10 (7.19%) Product Ownership
6 9 (6.47%) Data Centre
6 9 (6.47%) Distributed Systems
6 9 (6.47%) Management Information System
7 8 (5.76%) Cloud Native
7 8 (5.76%) CUDA
8 5 (3.60%) Life Science
9 4 (2.88%) Cyber Threat
9 4 (2.88%) Data Structures
9 4 (2.88%) Enterprise Software
9 4 (2.88%) Hackathon
10 3 (2.16%) Over-the-Top Content
10 3 (2.16%) Robotics
11 2 (1.44%) 3D Graphics
11 2 (1.44%) Embedded Systems
Operating Systems
1 2 (1.44%) Linux
1 2 (1.44%) Robot Operating System
1 2 (1.44%) Unix
2 1 (0.72%) Windows
Processes & Methodologies
1 129 (92.81%) Machine Learning
2 128 (92.09%) AI
3 76 (54.68%) Generative AI
4 75 (53.96%) Data Science
5 73 (52.52%) LLM
6 63 (45.32%) CI/CD
7 62 (44.60%) MLOps
8 54 (38.85%) Retrieval-Augmented Generation
9 50 (35.97%) Analytics
9 50 (35.97%) Computer Science
9 50 (35.97%) Data Engineering
10 44 (31.65%) Data Pipeline
11 36 (25.90%) Roadmaps
12 33 (23.74%) Open Source
12 33 (23.74%) Stakeholder Management
13 31 (22.30%) Problem-Solving
14 30 (21.58%) Clean Code
14 30 (21.58%) Feature Engineering
15 29 (20.86%) Containerisation
16 28 (20.14%) Workflow
Programming Languages
1 122 (87.77%) Python
2 44 (31.65%) SQL
3 16 (11.51%) Java
4 15 (10.79%) Go
5 13 (9.35%) Bash
5 13 (9.35%) R
6 9 (6.47%) JavaScript
6 9 (6.47%) Scala
7 5 (3.60%) PHP
7 5 (3.60%) TypeScript
8 4 (2.88%) C++
8 4 (2.88%) PowerShell
9 1 (0.72%) C
9 1 (0.72%) MATLAB
Qualifications
1 54 (38.85%) Degree
2 23 (16.55%) Master's Degree
3 17 (12.23%) PhD
4 15 (10.79%) Computer Science Degree
5 11 (7.91%) Security Cleared
6 10 (7.19%) SC Cleared
7 4 (2.88%) Microsoft Certification
7 4 (2.88%) Numerate Degree
8 3 (2.16%) AWS Certification
8 3 (2.16%) Azure Certification
8 3 (2.16%) CISSP
8 3 (2.16%) DV Cleared
8 3 (2.16%) Microsoft Certified Professional
9 2 (1.44%) CESG Certified Professional
9 2 (1.44%) DBS Check
9 2 (1.44%) OSCP
10 1 (0.72%) BPSS Clearance
10 1 (0.72%) CISM
Quality Assurance & Compliance
1 26 (18.71%) Data Quality
2 4 (2.88%) NIST
2 4 (2.88%) SLA
3 3 (2.16%) NIST 800
4 2 (1.44%) Def Stans
4 2 (1.44%) ISO/IEC 27001
4 2 (1.44%) JSP 440
4 2 (1.44%) NCSC
5 1 (0.72%) EU AI Act
5 1 (0.72%) GDPR
5 1 (0.72%) ISO 13485
System Software
1 51 (36.69%) Docker
2 2 (1.44%) GPFS
2 2 (1.44%) Lustre
2 2 (1.44%) Slurm Workload Manager
Systems Management
1 36 (25.90%) Kubernetes
2 9 (6.47%) Terraform
3 6 (4.32%) Ansible
4 3 (2.16%) Kubeflow
5 2 (1.44%) SELinux
6 1 (0.72%) Argo
6 1 (0.72%) Grafana
6 1 (0.72%) Prometheus
Vendors
1 32 (23.02%) Databricks
2 27 (19.42%) OpenAI
3 16 (11.51%) Microsoft
4 12 (8.63%) Automation Anywhere
4 12 (8.63%) UiPath
5 11 (7.91%) NVIDIA
6 10 (7.19%) Dell
7 9 (6.47%) Palantir
8 5 (3.60%) Foundry
8 5 (3.60%) Google
9 4 (2.88%) CrowdStrike
9 4 (2.88%) Fortinet
9 4 (2.88%) Palo Alto
9 4 (2.88%) SAP
10 2 (1.44%) Splunk
11 1 (0.72%) IBM
11 1 (0.72%) Intel