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

6 months to
14 Mar 2026
Same period 2025 Same period 2024
Rank 543 553 677
Rank change year-on-year +10 +124 +170
Permanent jobs citing TensorFlow 149 118 155
As % of all permanent jobs in the UK 0.20% 0.27% 0.18%
As % of the Libraries, Frameworks & Software Standards category 1.84% 1.22% 0.82%
Number of salaries quoted 57 67 103
10th Percentile £45,000 £46,500 £47,500
25th Percentile £52,500 £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 £95,000 £98,750 £88,750
90th Percentile £115,000 £120,500 £137,500
UK excluding London median annual salary £61,250 £68,750 £62,500
% change year-on-year -10.91% +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 8,093 9,668 18,828
As % of all permanent jobs advertised in the UK 10.92% 22.17% 22.36%
Number of salaries quoted 5,935 6,675 15,098
10th Percentile £35,000 £38,750 £36,500
25th Percentile £50,000 £50,000 £46,250
Median annual salary (50th Percentile) £65,000 £66,200 £60,000
Median % change year-on-year -1.81% +10.33% -11.11%
75th Percentile £85,000 £86,250 £80,000
90th Percentile £102,500 £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 14 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 14 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 -7 135 £75,000 -6.25% 99
London +41 83 £82,750 -12.89% 61
UK excluding London -18 52 £61,250 -10.91% 53
Work from Home +22 48 £61,250 -9.26% 44
East of England +12 20 £42,500 -33.59% 2
North of England -53 10 £65,000 -18.75% 9
North West -12 9 £65,000 -21.33% 3
Midlands -12 8 £55,000 -24.14% 6
South East -8 7 £60,000 -12.73% 20
South West -35 5 £60,000 +33.33% 12
West Midlands - 5 £52,500 - 4
East Midlands -30 3 £70,000 -3.45% 2
Scotland -14 1 £100,000 +17.65% 2
Northern Ireland -29 1 - - 1
Yorkshire -46 1 - - 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 28 (18.79%) Apache Spark
2 27 (18.12%) Apache Airflow
3 16 (10.74%) Appian
Applications
1 3 (2.01%) Chatbot
Business Applications
1 1 (0.67%) NetSuite
1 1 (0.67%) Odoo
Cloud Services
1 75 (50.34%) Azure
2 53 (35.57%) AWS
3 45 (30.20%) GCP
4 23 (15.44%) Azure Machine Learning
5 20 (13.42%) Snowflake
6 19 (12.75%) Azure AI
7 15 (10.07%) Power Platform
8 13 (8.72%) Anthropic Claude
9 12 (8.05%) Azure Data Factory
9 12 (8.05%) Power Automate
10 11 (7.38%) Vertex AI
11 10 (6.71%) Amazon SageMaker
12 9 (6.04%) Azure Synapse Analytics
12 9 (6.04%) Dagster
12 9 (6.04%) dbt
13 8 (5.37%) H2O.ai
13 8 (5.37%) OpenShift
13 8 (5.37%) Prefect
14 7 (4.70%) GitHub
15 6 (4.03%) GitHub Actions
Communications & Networking
1 15 (10.07%) Broadband
2 2 (1.34%) InfiniBand
Database & Business Intelligence
1 26 (17.45%) Pinecone
2 23 (15.44%) Tableau
3 22 (14.77%) Data Warehouse
4 19 (12.75%) Amazon Redshift
4 19 (12.75%) BigQuery
5 18 (12.08%) Elasticsearch
5 18 (12.08%) Looker
6 17 (11.41%) Data Lake
7 16 (10.74%) Metadata
8 14 (9.40%) Weaviate
9 12 (8.05%) SQL Server
10 10 (6.71%) Power BI
11 9 (6.04%) Apache Iceberg
11 9 (6.04%) Delta Lake
11 9 (6.04%) Snowflake Schema
12 8 (5.37%) Big Data
13 7 (4.70%) Hadoop
14 5 (3.36%) MySQL
15 4 (2.68%) NoSQL
16 1 (0.67%) MongoDB
Development Applications
1 48 (32.21%) MLflow
2 11 (7.38%) Git
3 1 (0.67%) GitLab
3 1 (0.67%) Jenkins
General
1 48 (32.21%) Social Skills
2 38 (25.50%) Analytical Skills
2 38 (25.50%) Finance
3 15 (10.07%) Manufacturing
4 12 (8.05%) Marketing
5 10 (6.71%) Inclusion and Diversity
6 6 (4.03%) Public Sector
7 4 (2.68%) Banking
7 4 (2.68%) Legal
8 3 (2.01%) Electronics
8 3 (2.01%) Law
8 3 (2.01%) Telecoms
9 2 (1.34%) Advertising
9 2 (1.34%) Financial Institution
9 2 (1.34%) Organisational Skills
10 1 (0.67%) Back Office
10 1 (0.67%) Digital Economy
10 1 (0.67%) Games
10 1 (0.67%) Health Technology
10 1 (0.67%) Presentation Skills
Job Titles
1 31 (20.81%) Senior
2 28 (18.79%) Lead
3 24 (16.11%) Consultant
4 18 (12.08%) Data Scientist
5 17 (11.41%) Artificial Intelligence Engineer
6 16 (10.74%) Data Consultant
7 13 (8.72%) Artificial Intelligence Consultant
7 13 (8.72%) Senior Consultant
8 12 (8.05%) Automation Engineer
9 11 (7.38%) Data Engineer
10 9 (6.04%) Developer
10 9 (6.04%) Senior Systems Engineer
10 9 (6.04%) Systems Engineer
11 8 (5.37%) Senior Data Scientist
12 6 (4.03%) Data Science Engineer
12 6 (4.03%) Machine Learning Engineer
13 5 (3.36%) Lead Data Engineer
13 5 (3.36%) Machine Learning Consultant
13 5 (3.36%) Machine Learning Scientist
14 4 (2.68%) Artificial Intelligence Developer
Libraries, Frameworks & Software Standards
1 138 (92.62%) PyTorch
2 59 (39.60%) scikit-learn
3 34 (22.82%) Pandas
4 30 (20.13%) LangChain
5 23 (15.44%) Hugging Face
5 23 (15.44%) NumPy
6 22 (14.77%) Faiss
7 18 (12.08%) Django
7 18 (12.08%) FastAPI
8 17 (11.41%) REST
9 16 (10.74%) Keras
10 15 (10.07%) Google JAX
10 15 (10.07%) JAX
10 15 (10.07%) RESTful
11 14 (9.40%) Flask
12 12 (8.05%) JWT
12 12 (8.05%) OAuth
12 12 (8.05%) OpenAPI
12 12 (8.05%) pytest
12 12 (8.05%) Swagger
Miscellaneous
1 31 (20.81%) Algorithms
2 16 (10.74%) Cloud Native
2 16 (10.74%) Low-Code
3 12 (8.05%) Legacy Systems
3 12 (8.05%) Video\Live Streaming
4 11 (7.38%) AI Agents
4 11 (7.38%) CUDA
5 10 (6.71%) Product Ownership
6 9 (6.04%) Clustering
6 9 (6.04%) Distributed Systems
6 9 (6.04%) Public Cloud
7 8 (5.37%) Data Centre
7 8 (5.37%) Management Information System
8 5 (3.36%) Life Science
9 4 (2.68%) Cyber Threat
9 4 (2.68%) Enterprise Software
9 4 (2.68%) Hackathon
9 4 (2.68%) Over-the-Top Content
10 3 (2.01%) Data Structures
10 3 (2.01%) Robotics
Operating Systems
1 6 (4.03%) Linux
2 2 (1.34%) Robot Operating System
3 1 (0.67%) Windows
Processes & Methodologies
1 136 (91.28%) AI
1 136 (91.28%) Machine Learning
2 83 (55.70%) Generative AI
3 81 (54.36%) Data Science
4 70 (46.98%) LLM
5 61 (40.94%) Retrieval-Augmented Generation
6 60 (40.27%) CI/CD
7 58 (38.93%) MLOps
8 56 (37.58%) Analytics
8 56 (37.58%) Data Engineering
8 56 (37.58%) Data Pipeline
9 51 (34.23%) Computer Science
10 39 (26.17%) Feature Engineering
11 37 (24.83%) Roadmaps
12 34 (22.82%) Problem-Solving
12 34 (22.82%) Prompt Engineering
13 32 (21.48%) Open Source
13 32 (21.48%) Stakeholder Management
14 30 (20.13%) Data Governance
14 30 (20.13%) Deep Learning
Programming Languages
1 133 (89.26%) Python
2 50 (33.56%) SQL
3 16 (10.74%) Java
4 15 (10.07%) Go
5 11 (7.38%) Bash
5 11 (7.38%) R
6 9 (6.04%) JavaScript
6 9 (6.04%) Scala
7 5 (3.36%) PHP
7 5 (3.36%) TypeScript
8 4 (2.68%) C++
8 4 (2.68%) PowerShell
9 1 (0.67%) C
9 1 (0.67%) MATLAB
Qualifications
1 58 (38.93%) Degree
2 21 (14.09%) Master's Degree
3 17 (11.41%) PhD
4 15 (10.07%) Security Cleared
5 13 (8.72%) Computer Science Degree
6 10 (6.71%) SC Cleared
7 4 (2.68%) DV Cleared
7 4 (2.68%) Microsoft Certification
7 4 (2.68%) Numerate Degree
8 3 (2.01%) Azure Certification
8 3 (2.01%) Microsoft Certified Professional
8 3 (2.01%) Postgraduate
9 2 (1.34%) CESG Certified Professional
9 2 (1.34%) CISSP
9 2 (1.34%) DBS Check
9 2 (1.34%) OSCP
10 1 (0.67%) AWS Certification
10 1 (0.67%) BPSS Clearance
Quality Assurance & Compliance
1 25 (16.78%) Data Quality
2 10 (6.71%) GDPR
3 9 (6.04%) California Consumer Privacy Act
4 4 (2.68%) SLA
5 3 (2.01%) NIST
6 2 (1.34%) Def Stans
6 2 (1.34%) JSP 440
6 2 (1.34%) NCSC
6 2 (1.34%) NIST 800
7 1 (0.67%) EU AI Act
7 1 (0.67%) ISO 13485
7 1 (0.67%) ISO/IEC 27001
System Software
1 52 (34.90%) Docker
2 2 (1.34%) GPFS
2 2 (1.34%) Lustre
2 2 (1.34%) Slurm Workload Manager
Systems Management
1 35 (23.49%) Kubernetes
2 9 (6.04%) Terraform
3 6 (4.03%) Ansible
4 5 (3.36%) Kubeflow
5 2 (1.34%) SELinux
6 1 (0.67%) Argo
6 1 (0.67%) Grafana
6 1 (0.67%) Prometheus
Vendors
1 43 (28.86%) Databricks
2 28 (18.79%) OpenAI
3 18 (12.08%) Dell
4 16 (10.74%) Microsoft
5 12 (8.05%) Automation Anywhere
5 12 (8.05%) UiPath
6 10 (6.71%) NVIDIA
7 9 (6.04%) Cloudera
7 9 (6.04%) Palantir
8 5 (3.36%) Foundry
9 4 (2.68%) CrowdStrike
9 4 (2.68%) Fortinet
9 4 (2.68%) Palo Alto
9 4 (2.68%) SAP
10 3 (2.01%) Google
11 2 (1.34%) Splunk
12 1 (0.67%) IBM
12 1 (0.67%) Intel