TensorFlow Job Trends in England

Google TensorFlow
UK > England

The table below provides summary statistics and salary benchmarking for jobs advertised in England requiring TensorFlow skills. It covers permanent job vacancies from the 6 months leading up to 8 May 2026, with comparisons to the same periods in the previous two years.

6 months to
8 May 2026
Same period 2025 Same period 2024
Rank 533 533 657
Rank change year-on-year 0 +124 +126
Permanent jobs citing TensorFlow 147 100 169
As % of all permanent jobs in England 0.18% 0.26% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.86% 1.31% 1.00%
Number of salaries quoted 47 62 97
10th Percentile £45,000 £45,000 £51,500
25th Percentile £52,500 £60,500 £55,000
Median annual salary (50th Percentile) £75,000 £80,000 £70,000
Median % change year-on-year -6.25% +14.29% -9.68%
75th Percentile £93,125 £99,375 £88,750
90th Percentile £119,000 £121,125 £137,500
UK median annual salary £75,000 £78,750 £70,000
% change year-on-year -4.76% +12.50% -6.67%

All Software Libraries and Frameworks
England

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 in England.

Permanent vacancies with a requirement for technical specification, industry standards, software libraries and framework skills 7,898 7,642 16,960
As % of all permanent jobs advertised in England 9.78% 19.63% 20.25%
Number of salaries quoted 5,955 5,674 14,137
10th Percentile £40,000 £39,000 £36,250
25th Percentile £51,250 £51,250 £46,000
Median annual salary (50th Percentile) £67,500 £66,254 £60,000
Median % change year-on-year +1.88% +10.42% -11.11%
75th Percentile £85,000 £87,500 £80,000
90th Percentile £100,000 £112,500 £100,000
UK median annual salary £65,000 £66,000 £60,000
% change year-on-year -1.52% +10.00% -11.11%

TensorFlow
Job Vacancy Trend in England

Historical trend showing the proportion of permanent IT job postings citing TensorFlow relative to all permanent IT jobs advertised in England.

TensorFlow job vacancy trend in England

TensorFlow
Salary Trend in England

Salary distribution trend for jobs in England citing TensorFlow.

Salary distribution trend for jobs in England citing TensorFlow

TensorFlow
Salary Histogram in England

Salary distribution for jobs citing TensorFlow in England over the 6 months to 8 May 2026.

Salary histogram for TensorFlow in England

TensorFlow
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing TensorFlow within the England region over the 6 months to 8 May 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
London +25 89 £85,000 -5.56% 44
East of England -6 21 £66,250 +3.52% 3
Midlands -13 14 £55,000 -12.70% 5
East Midlands -20 10 £70,000 -3.45% 2
South East -34 8 £50,000 -33.33% 11
North of England -57 8 £65,000 -18.75% 5
North West -20 7 £65,000 -23.76% 2
South West -54 5 £60,000 +33.33% 7
West Midlands -21 4 £52,500 -1.87% 3
Yorkshire -55 1 - - 1
TensorFlow
UK

TensorFlow
Co-Occurring Skills & Capabilities in England 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 33 (22.45%) Apache Airflow
2 31 (21.09%) Apache Spark
3 16 (10.88%) Appian
Applications
1 6 (4.08%) Chatbot
2 1 (0.68%) Trello
Cloud Services
1 78 (53.06%) Azure
2 57 (38.78%) AWS
3 46 (31.29%) GCP
4 29 (19.73%) Power Platform
5 26 (17.69%) Snowflake
6 23 (15.65%) Azure Synapse Analytics
6 23 (15.65%) dbt
7 19 (12.93%) Azure AI
8 17 (11.56%) Anthropic Claude
9 16 (10.88%) Azure Machine Learning
10 13 (8.84%) Azure Data Factory
11 12 (8.16%) Power Automate
12 9 (6.12%) Prefect
13 6 (4.08%) Azure DevOps
13 6 (4.08%) GitHub
13 6 (4.08%) GitHub Actions
13 6 (4.08%) OpenShift
13 6 (4.08%) Slack
14 5 (3.40%) Serverless
15 4 (2.72%) H2O.ai
Communications & Networking
1 16 (10.88%) Broadband
2 2 (1.36%) InfiniBand
Database & Business Intelligence
1 27 (18.37%) Data Lake
1 27 (18.37%) Data Warehouse
2 25 (17.01%) Amazon Redshift
2 25 (17.01%) Tableau
3 23 (15.65%) BigQuery
3 23 (15.65%) Elasticsearch
3 23 (15.65%) Looker
3 23 (15.65%) Pinecone
3 23 (15.65%) Power BI
3 23 (15.65%) Snowflake Schema
4 12 (8.16%) Metadata
4 12 (8.16%) SQL Server
5 8 (5.44%) Weaviate
6 6 (4.08%) Hadoop
7 5 (3.40%) Big Data
8 4 (2.72%) MongoDB
8 4 (2.72%) MySQL
9 2 (1.36%) Neo4j
9 2 (1.36%) PostgreSQL
10 1 (0.68%) NoSQL
Development Applications
1 54 (36.73%) MLflow
2 11 (7.48%) Git
3 3 (2.04%) GitLab
3 3 (2.04%) Jenkins
4 1 (0.68%) JIRA
General
1 50 (34.01%) Analytical Skills
2 38 (25.85%) Social Skills
3 32 (21.77%) Finance
4 9 (6.12%) Inclusion and Diversity
5 7 (4.76%) Manufacturing
6 6 (4.08%) Marketing
7 3 (2.04%) Banking
7 3 (2.04%) Public Sector
8 2 (1.36%) Advertising
8 2 (1.36%) Legal
8 2 (1.36%) Organisational Skills
9 1 (0.68%) Automotive
9 1 (0.68%) Digital Economy
9 1 (0.68%) Financial Institution
9 1 (0.68%) Law
Job Titles
1 38 (25.85%) Senior
2 35 (23.81%) Lead
3 24 (16.33%) Systems Engineer
4 23 (15.65%) Senior Systems Engineer
5 22 (14.97%) Data Scientist
6 18 (12.24%) Artificial Intelligence Engineer
7 15 (10.20%) Senior Data Scientist
8 14 (9.52%) Consultant
9 12 (8.16%) Automation Engineer
10 11 (7.48%) Lead Data Scientist
11 8 (5.44%) Data Engineer
12 7 (4.76%) Architect
12 7 (4.76%) Developer
13 6 (4.08%) Artificial Intelligence Architect
13 6 (4.08%) Data Consultant
14 5 (3.40%) Machine Learning Engineer
14 5 (3.40%) Python Developer
15 4 (2.72%) Artificial Intelligence Consultant
15 4 (2.72%) Data Science Engineer
15 4 (2.72%) Machine Learning Consultant
Libraries, Frameworks & Software Standards
1 137 (93.20%) PyTorch
2 65 (44.22%) scikit-learn
3 46 (31.29%) LangChain
4 34 (23.13%) Pandas
5 29 (19.73%) Hugging Face
5 29 (19.73%) LlamaIndex
6 25 (17.01%) pgvector
7 24 (16.33%) Kafka
7 24 (16.33%) NumPy
8 19 (12.93%) FastAPI
9 17 (11.56%) Django
10 16 (10.88%) Faiss
10 16 (10.88%) Google JAX
10 16 (10.88%) JAX
10 16 (10.88%) REST
11 14 (9.52%) Flask
12 13 (8.84%) RESTful
13 12 (8.16%) OAuth
13 12 (8.16%) OpenAPI
13 12 (8.16%) Web Services
Miscellaneous
1 32 (21.77%) Cloud Native
2 25 (17.01%) Algorithms
3 24 (16.33%) Clustering
4 23 (15.65%) Public Cloud
5 16 (10.88%) Low-Code
6 14 (9.52%) Video\Live Streaming
7 13 (8.84%) AI Agents
8 12 (8.16%) Legacy Systems
9 11 (7.48%) CUDA
10 8 (5.44%) Distributed Systems
11 6 (4.08%) Enterprise Software
11 6 (4.08%) Over-the-Top Content
12 5 (3.40%) Life Science
13 4 (2.72%) Cyber Threat
13 4 (2.72%) Data Centre
13 4 (2.72%) Hackathon
13 4 (2.72%) Management Information System
14 3 (2.04%) Embedded Systems
14 3 (2.04%) Robotics
15 2 (1.36%) Lidar
Operating Systems
1 7 (4.76%) Linux
2 2 (1.36%) Robot Operating System
3 1 (0.68%) Windows
Processes & Methodologies
1 135 (91.84%) Machine Learning
2 125 (85.03%) AI
3 86 (58.50%) Data Science
4 80 (54.42%) Generative AI
5 65 (44.22%) Retrieval-Augmented Generation
6 62 (42.18%) LLM
7 57 (38.78%) Analytics
7 57 (38.78%) Data Pipeline
8 55 (37.41%) Data Engineering
9 54 (36.73%) Prompt Engineering
10 50 (34.01%) MLOps
11 48 (32.65%) CI/CD
12 45 (30.61%) Feature Engineering
13 42 (28.57%) Data Modelling
14 40 (27.21%) Deep Learning
15 38 (25.85%) Roadmaps
16 37 (25.17%) Data Governance
16 37 (25.17%) ETL
16 37 (25.17%) Use Case
17 33 (22.45%) Software Engineering
Programming Languages
1 139 (94.56%) Python
2 51 (34.69%) SQL
3 9 (6.12%) JavaScript
4 8 (5.44%) R
5 6 (4.08%) Go
5 6 (4.08%) Java
6 5 (3.40%) C++
6 5 (3.40%) TypeScript
7 4 (2.72%) PHP
7 4 (2.72%) PowerShell
8 2 (1.36%) Bash
8 2 (1.36%) C
Qualifications
1 40 (27.21%) Degree
2 15 (10.20%) Security Cleared
3 14 (9.52%) Master's Degree
4 12 (8.16%) PhD
5 9 (6.12%) SC Cleared
6 7 (4.76%) Computer Science Degree
7 5 (3.40%) Microsoft Certification
8 4 (2.72%) Azure Certification
8 4 (2.72%) DV Cleared
8 4 (2.72%) Numerate Degree
9 3 (2.04%) Postgraduate
10 2 (1.36%) CESG Certified Professional
10 2 (1.36%) CISSP
10 2 (1.36%) OSCP
11 1 (0.68%) AWS Certification
11 1 (0.68%) Microsoft Certified Professional
Quality Assurance & Compliance
1 23 (15.65%) California Consumer Privacy Act
1 23 (15.65%) GDPR
2 19 (12.93%) Data Quality
3 4 (2.72%) SLA
4 2 (1.36%) Def Stans
4 2 (1.36%) JSP 440
4 2 (1.36%) NCSC
4 2 (1.36%) NIST
4 2 (1.36%) NIST 800
System Software
1 41 (27.89%) Docker
2 2 (1.36%) GPFS
2 2 (1.36%) Lustre
2 2 (1.36%) Slurm Workload Manager
Systems Management
1 35 (23.81%) Kubernetes
2 9 (6.12%) Kubeflow
3 8 (5.44%) Terraform
4 6 (4.08%) Ansible
5 3 (2.04%) Argo
6 2 (1.36%) SELinux
7 1 (0.68%) Grafana
7 1 (0.68%) Prometheus
Vendors
1 44 (29.93%) Databricks
2 32 (21.77%) OpenAI
3 28 (19.05%) Dell
4 23 (15.65%) Cloudera
5 13 (8.84%) Microsoft
6 12 (8.16%) Automation Anywhere
6 12 (8.16%) UiPath
7 6 (4.08%) NVIDIA
8 5 (3.40%) Foundry
8 5 (3.40%) Google
9 4 (2.72%) CrowdStrike
9 4 (2.72%) Fortinet
9 4 (2.72%) Palo Alto
10 2 (1.36%) Splunk
11 1 (0.68%) Cognizant
11 1 (0.68%) Dataiku
11 1 (0.68%) DataRobot
11 1 (0.68%) IBM
11 1 (0.68%) Intel