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 7 March 2026, with comparisons to the same periods in the previous two years.

6 months to
7 Mar 2026
Same period 2025 Same period 2024
Rank 535 553 672
Rank change year-on-year +18 +119 +186
Permanent jobs citing TensorFlow 148 114 157
As % of all permanent jobs in the UK 0.20% 0.25% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.87% 1.10% 0.85%
Number of salaries quoted 56 63 110
10th Percentile £46,939 £53,500 £47,500
25th Percentile £58,438 £62,000 £55,000
Median annual salary (50th Percentile) £75,000 £80,000 £70,000
Median % change year-on-year -6.25% +14.29% -6.67%
75th Percentile £97,188 £97,500 £95,000
90th Percentile £115,000 £120,500 £143,000
UK excluding London median annual salary £65,000 £68,750 £62,500
% change year-on-year -5.45% +10.00% +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 7,931 10,385 18,496
As % of all permanent jobs advertised in the UK 10.96% 22.43% 22.83%
Number of salaries quoted 5,811 6,820 14,909
10th Percentile £37,500 £38,750 £37,500
25th Percentile £50,000 £50,000 £46,250
Median annual salary (50th Percentile) £65,000 £66,000 £60,000
Median % change year-on-year -1.52% +10.00% -11.11%
75th Percentile £85,000 £86,000 £80,000
90th Percentile £105,000 £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 7 March 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 7 March 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 +38 134 £75,000 -6.25% 155
London +67 86 £82,750 -12.89% 83
UK excluding London -14 48 £65,000 -5.45% 99
Work from Home +26 45 £65,000 -5.45% 107
East of England +18 19 £42,500 -33.59% 26
North of England -27 10 £67,500 -15.63% 9
North West -7 9 £65,000 -21.33% 3
South East +6 7 £72,500 +9.43% 33
Midlands +6 7 £55,000 -24.14% 9
West Midlands - 4 £55,000 - 6
South West -13 3 £90,000 +100.00% 17
East Midlands -20 3 £70,000 -3.45% 3
Scotland -18 1 £100,000 +17.65% 3
Northern Ireland -29 1 - - 2
Yorkshire -44 1 £71,000 +1.43% 6

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 29 (19.59%) Apache Spark
2 23 (15.54%) Apache Airflow
3 16 (10.81%) Appian
Applications
1 2 (1.35%) Chatbot
2 1 (0.68%) GNU Octave
Business Applications
1 1 (0.68%) NetSuite
1 1 (0.68%) Odoo
Cloud Services
1 76 (51.35%) Azure
2 55 (37.16%) AWS
3 47 (31.76%) GCP
4 23 (15.54%) Azure Machine Learning
5 19 (12.84%) Azure AI
5 19 (12.84%) Snowflake
6 14 (9.46%) Power Platform
7 12 (8.11%) Amazon SageMaker
7 12 (8.11%) Anthropic Claude
7 12 (8.11%) Azure Data Factory
7 12 (8.11%) Power Automate
8 11 (7.43%) Vertex AI
9 9 (6.08%) Dagster
9 9 (6.08%) H2O.ai
9 9 (6.08%) OpenShift
10 8 (5.41%) Azure Synapse Analytics
10 8 (5.41%) dbt
11 7 (4.73%) GitHub
12 6 (4.05%) GitHub Actions
12 6 (4.05%) Serverless
Communications & Networking
1 14 (9.46%) Broadband
2 2 (1.35%) InfiniBand
Database & Business Intelligence
1 26 (17.57%) Pinecone
2 22 (14.86%) Tableau
3 21 (14.19%) Data Warehouse
4 18 (12.16%) Amazon Redshift
4 18 (12.16%) BigQuery
5 17 (11.49%) Data Lake
5 17 (11.49%) Elasticsearch
5 17 (11.49%) Looker
5 17 (11.49%) Metadata
6 13 (8.78%) Weaviate
7 12 (8.11%) SQL Server
8 10 (6.76%) Big Data
9 9 (6.08%) Apache Iceberg
9 9 (6.08%) Delta Lake
9 9 (6.08%) Power BI
10 8 (5.41%) Snowflake Schema
11 7 (4.73%) Hadoop
12 5 (3.38%) MySQL
12 5 (3.38%) NoSQL
13 2 (1.35%) DynamoDB
Development Applications
1 47 (31.76%) MLflow
2 7 (4.73%) Git
3 1 (0.68%) GitLab
3 1 (0.68%) Jenkins
General
1 50 (33.78%) Social Skills
2 40 (27.03%) Finance
3 35 (23.65%) Analytical Skills
4 16 (10.81%) Manufacturing
5 12 (8.11%) Marketing
6 10 (6.76%) Inclusion and Diversity
7 6 (4.05%) Public Sector
8 4 (2.70%) Banking
8 4 (2.70%) Legal
9 3 (2.03%) Electronics
9 3 (2.03%) Law
9 3 (2.03%) Telecoms
10 2 (1.35%) Advertising
10 2 (1.35%) Financial Institution
10 2 (1.35%) Organisational Skills
11 1 (0.68%) Digital Economy
11 1 (0.68%) Games
11 1 (0.68%) Health Technology
11 1 (0.68%) Investment Banking
11 1 (0.68%) Presentation Skills
Job Titles
1 31 (20.95%) Senior
2 27 (18.24%) Lead
3 24 (16.22%) Consultant
4 19 (12.84%) Data Scientist
5 17 (11.49%) Artificial Intelligence Engineer
6 16 (10.81%) Data Consultant
7 13 (8.78%) Artificial Intelligence Consultant
7 13 (8.78%) Senior Consultant
8 12 (8.11%) Automation Engineer
8 12 (8.11%) Data Engineer
9 9 (6.08%) Machine Learning Engineer
9 9 (6.08%) Senior Data Scientist
10 8 (5.41%) Senior Systems Engineer
10 8 (5.41%) Systems Engineer
11 6 (4.05%) Data Science Engineer
12 5 (3.38%) Developer
12 5 (3.38%) Lead Data Engineer
12 5 (3.38%) Machine Learning Consultant
12 5 (3.38%) Machine Learning Scientist
13 4 (2.70%) Artificial Intelligence Developer
Libraries, Frameworks & Software Standards
1 137 (92.57%) PyTorch
2 60 (40.54%) scikit-learn
3 33 (22.30%) Pandas
4 30 (20.27%) LangChain
5 25 (16.89%) Hugging Face
6 22 (14.86%) Faiss
7 21 (14.19%) NumPy
8 18 (12.16%) Django
8 18 (12.16%) FastAPI
9 17 (11.49%) Keras
9 17 (11.49%) REST
10 15 (10.14%) RESTful
11 14 (9.46%) Flask
12 13 (8.78%) Kafka
13 12 (8.11%) JWT
13 12 (8.11%) OAuth
13 12 (8.11%) OpenAPI
13 12 (8.11%) pytest
13 12 (8.11%) Swagger
13 12 (8.11%) Web Services
Miscellaneous
1 26 (17.57%) Algorithms
2 16 (10.81%) Cloud Native
2 16 (10.81%) Low-Code
3 12 (8.11%) Legacy Systems
4 11 (7.43%) AI Agents
4 11 (7.43%) Video\Live Streaming
5 10 (6.76%) CUDA
5 10 (6.76%) Product Ownership
6 9 (6.08%) Data Centre
6 9 (6.08%) Distributed Systems
6 9 (6.08%) Management Information System
7 8 (5.41%) Clustering
7 8 (5.41%) Public Cloud
8 5 (3.38%) Life Science
9 4 (2.70%) Cyber Threat
9 4 (2.70%) Data Structures
9 4 (2.70%) Enterprise Software
9 4 (2.70%) Hackathon
10 3 (2.03%) Over-the-Top Content
10 3 (2.03%) Robotics
Operating Systems
1 2 (1.35%) Linux
1 2 (1.35%) Robot Operating System
1 2 (1.35%) Unix
2 1 (0.68%) Windows
Processes & Methodologies
1 138 (93.24%) Machine Learning
2 137 (92.57%) AI
3 82 (55.41%) Generative AI
4 81 (54.73%) Data Science
5 72 (48.65%) LLM
6 63 (42.57%) CI/CD
7 62 (41.89%) MLOps
8 61 (41.22%) Retrieval-Augmented Generation
9 58 (39.19%) Data Engineering
10 57 (38.51%) Analytics
11 52 (35.14%) Computer Science
11 52 (35.14%) Data Pipeline
12 37 (25.00%) Feature Engineering
12 37 (25.00%) Roadmaps
13 33 (22.30%) Stakeholder Management
14 32 (21.62%) Open Source
14 32 (21.62%) Problem-Solving
14 32 (21.62%) Prompt Engineering
15 31 (20.95%) Data Governance
16 30 (20.27%) Clean Code
Programming Languages
1 131 (88.51%) Python
2 51 (34.46%) SQL
3 16 (10.81%) Java
4 15 (10.14%) Go
5 13 (8.78%) Bash
6 11 (7.43%) R
7 9 (6.08%) JavaScript
7 9 (6.08%) Scala
8 5 (3.38%) PHP
8 5 (3.38%) TypeScript
9 4 (2.70%) C++
9 4 (2.70%) PowerShell
10 1 (0.68%) C
10 1 (0.68%) MATLAB
Qualifications
1 56 (37.84%) Degree
2 23 (15.54%) Master's Degree
3 18 (12.16%) PhD
4 14 (9.46%) Computer Science Degree
5 13 (8.78%) Security Cleared
6 10 (6.76%) SC Cleared
7 4 (2.70%) Microsoft Certification
7 4 (2.70%) Numerate Degree
8 3 (2.03%) AWS Certification
8 3 (2.03%) Azure Certification
8 3 (2.03%) CISSP
8 3 (2.03%) DV Cleared
8 3 (2.03%) Microsoft Certified Professional
9 2 (1.35%) CESG Certified Professional
9 2 (1.35%) DBS Check
9 2 (1.35%) OSCP
9 2 (1.35%) Postgraduate
10 1 (0.68%) BPSS Clearance
10 1 (0.68%) CISM
Quality Assurance & Compliance
1 26 (17.57%) Data Quality
2 9 (6.08%) GDPR
3 8 (5.41%) California Consumer Privacy Act
4 4 (2.70%) NIST
4 4 (2.70%) SLA
5 3 (2.03%) NIST 800
6 2 (1.35%) Def Stans
6 2 (1.35%) ISO/IEC 27001
6 2 (1.35%) JSP 440
6 2 (1.35%) NCSC
7 1 (0.68%) EU AI Act
7 1 (0.68%) ISO 13485
System Software
1 51 (34.46%) Docker
2 2 (1.35%) GPFS
2 2 (1.35%) Lustre
2 2 (1.35%) Slurm Workload Manager
Systems Management
1 36 (24.32%) Kubernetes
2 9 (6.08%) Terraform
3 6 (4.05%) Ansible
4 3 (2.03%) Kubeflow
5 2 (1.35%) SELinux
6 1 (0.68%) Argo
6 1 (0.68%) Grafana
6 1 (0.68%) Prometheus
Vendors
1 40 (27.03%) Databricks
2 27 (18.24%) OpenAI
3 18 (12.16%) Dell
4 16 (10.81%) Microsoft
5 12 (8.11%) Automation Anywhere
5 12 (8.11%) UiPath
6 11 (7.43%) NVIDIA
7 9 (6.08%) Palantir
8 8 (5.41%) Cloudera
9 5 (3.38%) Foundry
9 5 (3.38%) Google
10 4 (2.70%) CrowdStrike
10 4 (2.70%) Fortinet
10 4 (2.70%) Palo Alto
10 4 (2.70%) SAP
11 2 (1.35%) Splunk
12 1 (0.68%) IBM
12 1 (0.68%) Intel