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

6 months to
19 Mar 2026
Same period 2025 Same period 2024
Rank 543 520 678
Rank change year-on-year -23 +158 +168
Permanent jobs citing TensorFlow 152 120 159
As % of all permanent jobs in the UK 0.20% 0.28% 0.19%
As % of the Libraries, Frameworks & Software Standards category 1.88% 1.29% 0.84%
Number of salaries quoted 56 70 104
10th Percentile £45,000 £45,000 £47,500
25th Percentile £52,500 £62,000 £55,000
Median annual salary (50th Percentile) £75,000 £78,750 £70,000
Median % change year-on-year -4.76% +12.50% -6.67%
75th Percentile £95,000 £99,375 £88,750
90th Percentile £115,000 £120,125 £137,500
UK excluding London median annual salary £60,000 £67,500 £65,000
% change year-on-year -11.11% +3.85% +23.81%

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 8,064 9,313 19,034
As % of all permanent jobs advertised in the UK 10.74% 21.90% 22.38%
Number of salaries quoted 5,895 6,625 15,137
10th Percentile £36,250 £38,750 £36,250
25th Percentile £50,000 £50,000 £46,250
Median annual salary (50th Percentile) £65,000 £66,100 £60,000
Median % change year-on-year -1.66% +10.17% -11.11%
75th Percentile £85,000 £86,250 £80,000
90th Percentile £101,250 £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 19 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 19 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 +4 138 £75,000 -6.25% 91
London +34 86 £82,750 -12.89% 56
UK excluding London -31 52 £60,000 -11.11% 48
Work from Home -7 47 £60,000 -11.11% 48
East of England -6 20 £42,500 -33.59% 5
North of England -51 10 £65,000 -18.75% 6
North West -11 9 £65,000 -21.33% 3
Midlands -12 8 £55,000 -24.14% 4
South East -24 7 £60,000 -12.73% 20
South West -33 5 £60,000 +33.33% 9
West Midlands - 5 £52,500 - 2
East Midlands -42 3 £70,000 -3.45% 2
Scotland -27 1 £100,000 +17.65% 2
Northern Ireland -31 1 - - 1
Yorkshire -43 1 - - 3

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 32 (21.05%) Apache Spark
2 31 (20.39%) Apache Airflow
3 16 (10.53%) Appian
Applications
1 3 (1.97%) Chatbot
Business Applications
1 1 (0.66%) NetSuite
1 1 (0.66%) Odoo
Cloud Services
1 79 (51.97%) Azure
2 57 (37.50%) AWS
3 49 (32.24%) GCP
4 24 (15.79%) Snowflake
5 23 (15.13%) Azure Machine Learning
6 19 (12.50%) Azure AI
6 19 (12.50%) Power Platform
7 13 (8.55%) Anthropic Claude
7 13 (8.55%) Azure Synapse Analytics
7 13 (8.55%) dbt
8 12 (7.89%) Azure Data Factory
8 12 (7.89%) Power Automate
9 11 (7.24%) Vertex AI
10 10 (6.58%) Amazon SageMaker
11 9 (5.92%) Dagster
12 8 (5.26%) H2O.ai
12 8 (5.26%) OpenShift
12 8 (5.26%) Prefect
13 7 (4.61%) GitHub
14 6 (3.95%) GitHub Actions
Communications & Networking
1 15 (9.87%) Broadband
2 2 (1.32%) InfiniBand
Database & Business Intelligence
1 27 (17.76%) Tableau
2 26 (17.11%) Data Warehouse
2 26 (17.11%) Pinecone
3 23 (15.13%) Amazon Redshift
3 23 (15.13%) BigQuery
4 22 (14.47%) Elasticsearch
4 22 (14.47%) Looker
5 21 (13.82%) Data Lake
6 16 (10.53%) Metadata
7 14 (9.21%) Power BI
7 14 (9.21%) Weaviate
8 13 (8.55%) Snowflake Schema
9 12 (7.89%) SQL Server
10 9 (5.92%) Apache Iceberg
10 9 (5.92%) Delta Lake
11 8 (5.26%) Big Data
12 7 (4.61%) Hadoop
13 5 (3.29%) MySQL
14 4 (2.63%) NoSQL
15 1 (0.66%) MongoDB
Development Applications
1 52 (34.21%) MLflow
2 11 (7.24%) Git
3 1 (0.66%) GitLab
3 1 (0.66%) Jenkins
General
1 48 (31.58%) Social Skills
2 42 (27.63%) Analytical Skills
3 38 (25.00%) Finance
4 15 (9.87%) Manufacturing
5 12 (7.89%) Marketing
6 10 (6.58%) Inclusion and Diversity
7 6 (3.95%) Public Sector
8 4 (2.63%) Banking
8 4 (2.63%) Legal
9 3 (1.97%) Electronics
9 3 (1.97%) Law
9 3 (1.97%) Telecoms
10 2 (1.32%) Advertising
10 2 (1.32%) Financial Institution
10 2 (1.32%) Organisational Skills
11 1 (0.66%) Back Office
11 1 (0.66%) Digital Economy
11 1 (0.66%) Games
11 1 (0.66%) Health Technology
11 1 (0.66%) Presentation Skills
Job Titles
1 35 (23.03%) Senior
2 28 (18.42%) Lead
3 24 (15.79%) Consultant
4 17 (11.18%) Artificial Intelligence Engineer
4 17 (11.18%) Data Scientist
5 16 (10.53%) Data Consultant
6 13 (8.55%) Artificial Intelligence Consultant
6 13 (8.55%) Senior Consultant
6 13 (8.55%) Senior Systems Engineer
6 13 (8.55%) Systems Engineer
7 12 (7.89%) Automation Engineer
8 11 (7.24%) Data Engineer
9 9 (5.92%) Developer
10 8 (5.26%) Senior Data Scientist
11 6 (3.95%) Data Science Engineer
11 6 (3.95%) Machine Learning Engineer
12 5 (3.29%) Lead Data Engineer
12 5 (3.29%) Machine Learning Consultant
13 4 (2.63%) Artificial Intelligence Developer
13 4 (2.63%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 141 (92.76%) PyTorch
2 62 (40.79%) scikit-learn
3 34 (22.37%) LangChain
3 34 (22.37%) Pandas
4 23 (15.13%) Hugging Face
4 23 (15.13%) NumPy
5 22 (14.47%) Faiss
6 18 (11.84%) Django
6 18 (11.84%) FastAPI
7 17 (11.18%) REST
8 16 (10.53%) Keras
9 15 (9.87%) Google JAX
9 15 (9.87%) JAX
9 15 (9.87%) Kafka
9 15 (9.87%) LlamaIndex
9 15 (9.87%) RESTful
10 14 (9.21%) Flask
11 13 (8.55%) pgvector
12 12 (7.89%) OpenAPI
12 12 (7.89%) pytest
Miscellaneous
1 30 (19.74%) Algorithms
2 20 (13.16%) Cloud Native
3 16 (10.53%) Low-Code
4 13 (8.55%) Clustering
4 13 (8.55%) Public Cloud
5 12 (7.89%) Legacy Systems
5 12 (7.89%) Video\Live Streaming
6 11 (7.24%) AI Agents
6 11 (7.24%) CUDA
7 10 (6.58%) Product Ownership
8 9 (5.92%) Distributed Systems
9 8 (5.26%) Data Centre
9 8 (5.26%) Management Information System
10 5 (3.29%) Life Science
11 4 (2.63%) Cyber Threat
11 4 (2.63%) Enterprise Software
11 4 (2.63%) Hackathon
11 4 (2.63%) Over-the-Top Content
12 3 (1.97%) Data Structures
12 3 (1.97%) Robotics
Operating Systems
1 6 (3.95%) Linux
2 2 (1.32%) Robot Operating System
3 1 (0.66%) Windows
Processes & Methodologies
1 139 (91.45%) AI
1 139 (91.45%) Machine Learning
2 86 (56.58%) Generative AI
3 84 (55.26%) Data Science
4 70 (46.05%) LLM
5 65 (42.76%) Retrieval-Augmented Generation
6 60 (39.47%) CI/CD
6 60 (39.47%) Data Engineering
6 60 (39.47%) Data Pipeline
7 59 (38.82%) Analytics
8 58 (38.16%) MLOps
9 51 (33.55%) Computer Science
10 43 (28.29%) Feature Engineering
11 38 (25.00%) Prompt Engineering
12 37 (24.34%) Roadmaps
13 34 (22.37%) Data Governance
13 34 (22.37%) Problem-Solving
13 34 (22.37%) Use Case
14 33 (21.71%) Data Modelling
15 32 (21.05%) Stakeholder Management
Programming Languages
1 136 (89.47%) Python
2 54 (35.53%) SQL
3 16 (10.53%) Java
4 15 (9.87%) Go
5 11 (7.24%) Bash
5 11 (7.24%) R
6 9 (5.92%) JavaScript
6 9 (5.92%) Scala
7 5 (3.29%) PHP
7 5 (3.29%) TypeScript
8 4 (2.63%) C++
8 4 (2.63%) PowerShell
9 1 (0.66%) C
9 1 (0.66%) MATLAB
Qualifications
1 57 (37.50%) Degree
2 21 (13.82%) Master's Degree
3 16 (10.53%) PhD
4 15 (9.87%) Security Cleared
5 13 (8.55%) Computer Science Degree
6 10 (6.58%) SC Cleared
7 4 (2.63%) DV Cleared
7 4 (2.63%) Microsoft Certification
7 4 (2.63%) Numerate Degree
8 3 (1.97%) Azure Certification
8 3 (1.97%) Microsoft Certified Professional
8 3 (1.97%) Postgraduate
9 2 (1.32%) CESG Certified Professional
9 2 (1.32%) CISSP
9 2 (1.32%) DBS Check
9 2 (1.32%) OSCP
10 1 (0.66%) AWS Certification
10 1 (0.66%) BPSS Clearance
Quality Assurance & Compliance
1 25 (16.45%) Data Quality
2 14 (9.21%) GDPR
3 13 (8.55%) California Consumer Privacy Act
4 4 (2.63%) SLA
5 3 (1.97%) NIST
6 2 (1.32%) Def Stans
6 2 (1.32%) JSP 440
6 2 (1.32%) NCSC
6 2 (1.32%) NIST 800
7 1 (0.66%) EU AI Act
7 1 (0.66%) ISO 13485
7 1 (0.66%) ISO/IEC 27001
System Software
1 52 (34.21%) Docker
2 2 (1.32%) GPFS
2 2 (1.32%) Lustre
2 2 (1.32%) Slurm Workload Manager
Systems Management
1 35 (23.03%) Kubernetes
2 9 (5.92%) Terraform
3 6 (3.95%) Ansible
4 5 (3.29%) Kubeflow
5 2 (1.32%) SELinux
6 1 (0.66%) Argo
6 1 (0.66%) Grafana
6 1 (0.66%) Prometheus
Vendors
1 47 (30.92%) Databricks
2 28 (18.42%) OpenAI
3 22 (14.47%) Dell
4 16 (10.53%) Microsoft
5 13 (8.55%) Cloudera
6 12 (7.89%) Automation Anywhere
6 12 (7.89%) UiPath
7 10 (6.58%) NVIDIA
8 9 (5.92%) Palantir
9 5 (3.29%) Foundry
10 4 (2.63%) CrowdStrike
10 4 (2.63%) Fortinet
10 4 (2.63%) Palo Alto
10 4 (2.63%) SAP
11 3 (1.97%) Google
12 2 (1.32%) Splunk
13 1 (0.66%) IBM
13 1 (0.66%) Intel