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

6 months to
11 May 2026
Same period 2025 Same period 2024
Rank 537 539 664
Rank change year-on-year +2 +125 +111
Permanent jobs citing TensorFlow 147 101 177
As % of all permanent jobs in England 0.18% 0.26% 0.21%
As % of the Libraries, Frameworks & Software Standards category 1.82% 1.29% 1.04%
Number of salaries quoted 47 64 101
10th Percentile £45,000 £45,000 £47,500
25th Percentile £49,720 £61,500 £55,000
Median annual salary (50th Percentile) £75,000 £80,000 £70,000
Median % change year-on-year -6.25% +14.29% -12.50%
75th Percentile £91,250 £98,125 £88,750
90th Percentile £116,000 £120,875 £137,500
UK median annual salary £75,000 £78,750 £70,000
% change year-on-year -4.76% +12.50% -8.20%

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 8,064 7,816 16,994
As % of all permanent jobs advertised in England 10.02% 19.92% 20.19%
Number of salaries quoted 6,120 5,709 14,144
10th Percentile £40,000 £39,000 £36,250
25th Percentile £50,000 £51,250 £46,016
Median annual salary (50th Percentile) £65,000 £66,268 £60,000
Median % change year-on-year -1.91% +10.45% -11.11%
75th Percentile £85,000 £87,500 £80,000
90th Percentile £100,000 £113,750 £100,000
UK median annual salary £65,000 £66,100 £60,000
% change year-on-year -1.66% +10.17% -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 11 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 11 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 +19 88 £85,000 -4.35% 115
East of England -4 21 £66,250 +3.52% 39
Midlands -23 14 £55,000 -12.70% 8
East Midlands -18 10 £70,000 -3.45% 6
North of England -55 9 £63,750 -20.31% 4
South East -20 8 £50,000 -33.33% 54
North West -10 7 £65,000 -23.76% 1
South West -52 5 £60,000 +33.33% 27
West Midlands -21 4 £52,500 -1.87% 2
Yorkshire -54 1 - - 1
North East - 1 £42,000 - 2
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 77 (52.38%) Azure
2 57 (38.78%) AWS
3 45 (30.61%) 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 15 (10.20%) 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 4 (2.72%) Big Data
7 4 (2.72%) MongoDB
7 4 (2.72%) MySQL
8 2 (1.36%) Neo4j
8 2 (1.36%) PostgreSQL
9 1 (0.68%) SQLPlus
Development Applications
1 55 (37.41%) MLflow
2 11 (7.48%) Git
3 3 (2.04%) GitLab
3 3 (2.04%) Jenkins
4 1 (0.68%) JIRA
General
1 49 (33.33%) Analytical Skills
2 38 (25.85%) Social Skills
3 31 (21.09%) Finance
4 9 (6.12%) Inclusion and Diversity
5 7 (4.76%) Manufacturing
6 5 (3.40%) 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%) Electronics
9 1 (0.68%) Financial Institution
9 1 (0.68%) Law
9 1 (0.68%) Wearables
Job Titles
1 37 (25.17%) Senior
2 35 (23.81%) Lead
3 25 (17.01%) Systems Engineer
4 23 (15.65%) Senior Systems Engineer
5 21 (14.29%) Data Scientist
6 17 (11.56%) Artificial Intelligence Engineer
7 14 (9.52%) Consultant
7 14 (9.52%) Senior Data Scientist
8 12 (8.16%) Automation Engineer
9 11 (7.48%) Lead Data Scientist
10 8 (5.44%) Data Engineer
11 7 (4.76%) Architect
11 7 (4.76%) Developer
12 6 (4.08%) Artificial Intelligence Architect
12 6 (4.08%) Data Consultant
12 6 (4.08%) Machine Learning Engineer
13 5 (3.40%) Python Developer
14 4 (2.72%) Artificial Intelligence Consultant
14 4 (2.72%) Development Manager
14 4 (2.72%) Senior Consultant
Libraries, Frameworks & Software Standards
1 137 (93.20%) PyTorch
2 65 (44.22%) scikit-learn
3 47 (31.97%) 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%) pytest
13 12 (8.16%) Web Services
Miscellaneous
1 32 (21.77%) Cloud Native
2 24 (16.33%) Algorithms
2 24 (16.33%) Clustering
3 23 (15.65%) Public Cloud
4 16 (10.88%) Low-Code
5 14 (9.52%) Video\Live Streaming
6 13 (8.84%) AI Agents
6 13 (8.84%) Legacy Systems
7 11 (7.48%) CUDA
8 8 (5.44%) Distributed Systems
9 6 (4.08%) Enterprise Software
9 6 (4.08%) Over-the-Top Content
10 5 (3.40%) Embedded Systems
10 5 (3.40%) Life Science
11 4 (2.72%) Cyber Threat
11 4 (2.72%) Data Centre
11 4 (2.72%) Hackathon
11 4 (2.72%) Management Information System
12 3 (2.04%) Robotics
13 2 (1.36%) Self-Driving Car
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 85 (57.82%) Data Science
4 78 (53.06%) Generative AI
5 65 (44.22%) Retrieval-Augmented Generation
6 61 (41.50%) LLM
7 57 (38.78%) Data Pipeline
8 56 (38.10%) Analytics
9 55 (37.41%) Data Engineering
10 53 (36.05%) Prompt Engineering
11 50 (34.01%) MLOps
12 47 (31.97%) CI/CD
13 45 (30.61%) Feature Engineering
14 42 (28.57%) Data Modelling
15 39 (26.53%) Deep Learning
16 37 (25.17%) Data Governance
16 37 (25.17%) ETL
16 37 (25.17%) Roadmaps
16 37 (25.17%) Use Case
17 35 (23.81%) Software Engineering
Programming Languages
1 139 (94.56%) Python
2 50 (34.01%) SQL
3 9 (6.12%) JavaScript
4 8 (5.44%) R
5 6 (4.08%) C++
5 6 (4.08%) Go
5 6 (4.08%) Java
6 5 (3.40%) TypeScript
7 4 (2.72%) PHP
7 4 (2.72%) PowerShell
8 3 (2.04%) C
9 2 (1.36%) Bash
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
3 1 (0.68%) Firmware
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