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 1 May 2026, with comparisons to the same periods in the previous two years.

6 months to
1 May 2026
Same period 2025 Same period 2024
Rank 525 507 653
Rank change year-on-year -18 +146 +143
Permanent jobs citing TensorFlow 152 106 163
As % of all permanent jobs in England 0.19% 0.28% 0.20%
As % of the Libraries, Frameworks & Software Standards category 1.95% 1.42% 0.96%
Number of salaries quoted 51 66 97
10th Percentile £45,000 £45,000 £51,500
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% -9.68%
75th Percentile £91,250 £100,000 £88,750
90th Percentile £110,000 £121,250 £137,500
UK median annual salary £75,000 £80,000 £70,000
% change year-on-year -6.25% +14.29% -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 7,779 7,468 16,968
As % of all permanent jobs advertised in England 9.73% 19.74% 20.33%
Number of salaries quoted 5,877 5,762 14,133
10th Percentile £40,000 £40,000 £36,250
25th Percentile £50,000 £51,250 £45,750
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 £100,064
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 1 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 1 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 +11 93 £84,000 -11.58% 43
East of England -16 21 £66,250 +3.52% 1
Midlands -26 14 £55,000 -12.70% 5
East Midlands -37 9 £70,000 -3.45% 2
South East -27 8 £50,000 -33.33% 13
North of England -68 8 £65,000 -18.75% 6
North West -28 7 £65,000 -23.76% 3
South West -56 6 £60,000 +33.33% 6
West Midlands -25 5 £52,500 -1.87% 3
Yorkshire -64 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 (21.71%) Apache Airflow
2 31 (20.39%) Apache Spark
3 16 (10.53%) Appian
Applications
1 6 (3.95%) Chatbot
2 1 (0.66%) Trello
Business Applications
1 1 (0.66%) NetSuite
1 1 (0.66%) Odoo
Cloud Services
1 80 (52.63%) Azure
2 58 (38.16%) AWS
3 48 (31.58%) GCP
4 30 (19.74%) Power Platform
5 26 (17.11%) Snowflake
6 23 (15.13%) Azure Synapse Analytics
6 23 (15.13%) dbt
7 19 (12.50%) Azure AI
8 17 (11.18%) Anthropic Claude
8 17 (11.18%) Azure Machine Learning
9 13 (8.55%) Azure Data Factory
10 12 (7.89%) Power Automate
11 9 (5.92%) Prefect
12 7 (4.61%) Azure DevOps
13 6 (3.95%) GitHub
13 6 (3.95%) GitHub Actions
13 6 (3.95%) OpenShift
13 6 (3.95%) Slack
14 5 (3.29%) Serverless
15 4 (2.63%) H2O.ai
Communications & Networking
1 16 (10.53%) Broadband
2 2 (1.32%) InfiniBand
Database & Business Intelligence
1 27 (17.76%) Data Lake
1 27 (17.76%) Data Warehouse
1 27 (17.76%) Tableau
2 25 (16.45%) Amazon Redshift
3 24 (15.79%) Power BI
4 23 (15.13%) BigQuery
4 23 (15.13%) Elasticsearch
4 23 (15.13%) Looker
4 23 (15.13%) Pinecone
4 23 (15.13%) Snowflake Schema
5 12 (7.89%) Metadata
5 12 (7.89%) SQL Server
6 8 (5.26%) Weaviate
7 6 (3.95%) Big Data
7 6 (3.95%) Hadoop
8 5 (3.29%) MySQL
9 4 (2.63%) MongoDB
10 2 (1.32%) Neo4j
10 2 (1.32%) PostgreSQL
11 1 (0.66%) SQLPlus
Development Applications
1 55 (36.18%) MLflow
2 12 (7.89%) Git
3 3 (1.97%) GitLab
3 3 (1.97%) Jenkins
4 1 (0.66%) JIRA
General
1 52 (34.21%) Analytical Skills
2 41 (26.97%) Social Skills
3 34 (22.37%) Finance
4 10 (6.58%) Inclusion and Diversity
5 8 (5.26%) Manufacturing
5 8 (5.26%) Marketing
6 4 (2.63%) Banking
7 3 (1.97%) Law
7 3 (1.97%) Legal
7 3 (1.97%) Public Sector
8 2 (1.32%) Advertising
8 2 (1.32%) Financial Institution
8 2 (1.32%) Organisational Skills
9 1 (0.66%) Automotive
9 1 (0.66%) Back Office
9 1 (0.66%) Digital Economy
9 1 (0.66%) Investment Banking
Job Titles
1 38 (25.00%) Senior
2 35 (23.03%) Lead
3 23 (15.13%) Senior Systems Engineer
3 23 (15.13%) Systems Engineer
4 21 (13.82%) Data Scientist
5 19 (12.50%) Artificial Intelligence Engineer
6 14 (9.21%) Consultant
6 14 (9.21%) Senior Data Scientist
7 12 (7.89%) Automation Engineer
8 11 (7.24%) Data Engineer
9 10 (6.58%) Lead Data Scientist
10 7 (4.61%) Architect
10 7 (4.61%) Developer
11 6 (3.95%) Artificial Intelligence Architect
11 6 (3.95%) Data Consultant
11 6 (3.95%) Data Science Engineer
12 5 (3.29%) Lead Data Engineer
12 5 (3.29%) Python Developer
13 4 (2.63%) Development Manager
13 4 (2.63%) Senior Consultant
Libraries, Frameworks & Software Standards
1 142 (93.42%) PyTorch
2 68 (44.74%) scikit-learn
3 49 (32.24%) LangChain
4 36 (23.68%) Pandas
5 29 (19.08%) Hugging Face
5 29 (19.08%) LlamaIndex
6 25 (16.45%) NumPy
6 25 (16.45%) pgvector
7 24 (15.79%) Kafka
8 19 (12.50%) FastAPI
9 17 (11.18%) Django
10 16 (10.53%) Faiss
10 16 (10.53%) Google JAX
10 16 (10.53%) JAX
10 16 (10.53%) REST
11 14 (9.21%) Flask
12 13 (8.55%) RESTful
13 12 (7.89%) OAuth
13 12 (7.89%) pytest
13 12 (7.89%) Swagger
Miscellaneous
1 32 (21.05%) Cloud Native
2 28 (18.42%) Algorithms
3 24 (15.79%) Clustering
4 23 (15.13%) Public Cloud
5 16 (10.53%) AI Agents
5 16 (10.53%) Low-Code
6 14 (9.21%) Video\Live Streaming
7 12 (7.89%) Legacy Systems
8 11 (7.24%) CUDA
9 8 (5.26%) Distributed Systems
10 6 (3.95%) Enterprise Software
10 6 (3.95%) Over-the-Top Content
11 5 (3.29%) Life Science
12 4 (2.63%) Cyber Threat
12 4 (2.63%) Data Centre
12 4 (2.63%) Hackathon
12 4 (2.63%) Management Information System
13 3 (1.97%) Robotics
14 2 (1.32%) Autonomous Agent
14 2 (1.32%) Embedded Systems
Operating Systems
1 7 (4.61%) Linux
2 2 (1.32%) Robot Operating System
3 1 (0.66%) Windows
Processes & Methodologies
1 140 (92.11%) Machine Learning
2 131 (86.18%) AI
3 91 (59.87%) Data Science
4 83 (54.61%) Generative AI
5 68 (44.74%) Retrieval-Augmented Generation
6 65 (42.76%) LLM
7 62 (40.79%) Analytics
8 59 (38.82%) Data Engineering
8 59 (38.82%) Data Pipeline
9 54 (35.53%) Prompt Engineering
10 52 (34.21%) CI/CD
10 52 (34.21%) MLOps
11 45 (29.61%) Feature Engineering
12 42 (27.63%) Data Modelling
13 40 (26.32%) Deep Learning
13 40 (26.32%) ETL
14 38 (25.00%) Data Governance
14 38 (25.00%) Use Case
15 37 (24.34%) Roadmaps
16 36 (23.68%) Problem-Solving
Programming Languages
1 141 (92.76%) Python
2 52 (34.21%) SQL
3 10 (6.58%) R
4 9 (5.92%) JavaScript
5 7 (4.61%) Java
6 6 (3.95%) Go
7 5 (3.29%) PHP
7 5 (3.29%) TypeScript
8 4 (2.63%) C++
8 4 (2.63%) PowerShell
9 2 (1.32%) Bash
10 1 (0.66%) C
Qualifications
1 42 (27.63%) Degree
2 15 (9.87%) Master's Degree
2 15 (9.87%) Security Cleared
3 13 (8.55%) PhD
4 9 (5.92%) SC Cleared
5 8 (5.26%) Computer Science Degree
6 5 (3.29%) Microsoft Certification
7 4 (2.63%) Azure Certification
7 4 (2.63%) DV Cleared
7 4 (2.63%) Numerate Degree
8 3 (1.97%) Postgraduate
9 2 (1.32%) CESG Certified Professional
9 2 (1.32%) CISSP
9 2 (1.32%) OSCP
10 1 (0.66%) AWS Certification
10 1 (0.66%) Microsoft Certified Professional
Quality Assurance & Compliance
1 23 (15.13%) California Consumer Privacy Act
1 23 (15.13%) GDPR
2 20 (13.16%) Data Quality
3 4 (2.63%) SLA
4 2 (1.32%) Def Stans
4 2 (1.32%) JSP 440
4 2 (1.32%) NCSC
4 2 (1.32%) NIST
4 2 (1.32%) NIST 800
System Software
1 44 (28.95%) Docker
2 2 (1.32%) GPFS
2 2 (1.32%) Lustre
2 2 (1.32%) Slurm Workload Manager
Systems Management
1 37 (24.34%) Kubernetes
2 9 (5.92%) Kubeflow
3 8 (5.26%) Terraform
4 6 (3.95%) Ansible
5 3 (1.97%) Argo
6 2 (1.32%) SELinux
7 1 (0.66%) Grafana
7 1 (0.66%) Prometheus
Vendors
1 46 (30.26%) Databricks
2 35 (23.03%) OpenAI
3 28 (18.42%) Dell
4 23 (15.13%) Cloudera
5 14 (9.21%) Microsoft
6 12 (7.89%) Automation Anywhere
6 12 (7.89%) UiPath
7 6 (3.95%) NVIDIA
8 5 (3.29%) Foundry
8 5 (3.29%) Google
9 4 (2.63%) CrowdStrike
9 4 (2.63%) Fortinet
9 4 (2.63%) Palo Alto
10 2 (1.32%) Splunk
11 1 (0.66%) Cognizant
11 1 (0.66%) Dataiku
11 1 (0.66%) DataRobot
11 1 (0.66%) IBM
11 1 (0.66%) Intel
11 1 (0.66%) SAP