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 vacancies from the 6 months leading up to 18 September 2025, with comparisons to the same periods in the previous two years.

6 months to
18 Sep 2025
Same period 2024 Same period 2023
Rank 537 628 618
Rank change year-on-year +91 -10 +98
Permanent jobs citing TensorFlow 114 132 124
As % of all permanent jobs advertised in England 0.26% 0.19% 0.23%
As % of the Libraries, Frameworks & Software Standards category 1.62% 0.98% 0.85%
Number of salaries quoted 47 57 106
10th Percentile £49,000 £46,500 £51,250
25th Percentile £55,625 £58,750 £58,750
Median annual salary (50th Percentile) £80,000 £80,000 £75,000
Median % change year-on-year - +6.67% -
75th Percentile £97,500 £105,000 £94,375
90th Percentile £123,500 £126,750 £111,250
UK median annual salary £80,000 £77,500 £75,000
% change year-on-year +3.23% +3.33% -

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 7,057 13,419 14,581
As % of all permanent jobs advertised in England 16.33% 19.44% 27.04%
Number of salaries quoted 4,627 8,811 11,945
10th Percentile £38,825 £39,720 £42,500
25th Percentile £51,250 £47,500 £51,750
Median annual salary (50th Percentile) £67,500 £65,000 £67,500
Median % change year-on-year +3.85% -3.70% +3.85%
75th Percentile £90,000 £85,000 £86,250
90th Percentile £115,000 £115,000 £107,500
UK median annual salary £67,500 £65,000 £66,500
% change year-on-year +3.85% -2.26% +2.31%

TensorFlow
Job Vacancy Trend in England

Job postings citing TensorFlow as a proportion of all IT jobs advertised in England.

Job vacancy trend for TensorFlow 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 18 September 2025.

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 18 September 2025. 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 +34 54 £95,000 -5.00% 106
South East +63 20 £52,500 -23.64% 44
North of England +30 15 £55,000 -15.38% 19
East of England -6 10 £47,500 -40.63% 8
North West +14 9 £55,000 - 16
Midlands +50 8 £60,500 +17.48% 2
South West +67 5 £73,750 -7.52% 6
Yorkshire +29 5 £63,000 -10.00% 2
West Midlands +48 4 £60,500 +27.37% 1
East Midlands +30 4 - - 1
North East - 1 - - 1
TensorFlow
UK

TensorFlow
Co-occurring Skills and Capabilities in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same employment type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 44 (38.60%) Apache Spark
2 12 (10.53%) Apache Airflow
3 6 (5.26%) Apache
4 1 (0.88%) nginx
4 1 (0.88%) SAS
Applications
1 1 (0.88%) GNU Octave
Cloud Services
1 73 (64.04%) AWS
2 48 (42.11%) Azure
3 38 (33.33%) GCP
4 22 (19.30%) Amazon EKS
4 22 (19.30%) Amazon S3
5 18 (15.79%) Amazon ELB
6 13 (11.40%) Amazon SageMaker
6 13 (11.40%) Azure Monitor
7 9 (7.89%) H2O.ai
7 9 (7.89%) OpenShift
8 8 (7.02%) Amazon EC2
9 7 (6.14%) AWS Lambda
9 7 (6.14%) Serverless
10 5 (4.39%) Amazon Bedrock
10 5 (4.39%) Azure Machine Learning
10 5 (4.39%) Prefect
11 4 (3.51%) Amazon ECS
11 4 (3.51%) Amazon EMR
11 4 (3.51%) Amazon Kinesis
11 4 (3.51%) Amazon SQS
Database & Business Intelligence
1 27 (23.68%) Metadata
2 25 (21.93%) DynamoDB
3 18 (15.79%) Delta Lake
3 18 (15.79%) Spark SQL
4 14 (12.28%) Data Lake
5 9 (7.89%) Big Data
5 9 (7.89%) Hadoop
6 7 (6.14%) NoSQL
7 5 (4.39%) PostgreSQL
8 4 (3.51%) Amazon Aurora
8 4 (3.51%) Amazon RDS
8 4 (3.51%) Electronic Patient Records
8 4 (3.51%) MySQL
8 4 (3.51%) Relational Database
9 3 (2.63%) Amazon Redshift
9 3 (2.63%) Data Mining
9 3 (2.63%) Data Warehouse
10 2 (1.75%) Apache Hive
10 2 (1.75%) MongoDB
10 2 (1.75%) Tableau
Development Applications
1 29 (25.44%) MLflow
2 6 (5.26%) Git
3 2 (1.75%) GitLab
4 1 (0.88%) Jenkins
4 1 (0.88%) Vite
General
1 59 (51.75%) Social Skills
2 41 (35.96%) Finance
3 18 (15.79%) Law
4 16 (14.04%) Legal
5 12 (10.53%) Manufacturing
6 9 (7.89%) Analytical Skills
7 6 (5.26%) Inclusion and Diversity
7 6 (5.26%) Marketing
8 4 (3.51%) Games
8 4 (3.51%) Public Sector
9 2 (1.75%) Banking
9 2 (1.75%) Electronics
9 2 (1.75%) Financial Institution
9 2 (1.75%) Retail Banking
9 2 (1.75%) Telecoms
10 1 (0.88%) Advertising
10 1 (0.88%) Aerospace
10 1 (0.88%) Czech Language
10 1 (0.88%) Pharmaceutical
10 1 (0.88%) Presentation Skills
Job Titles
1 36 (31.58%) Senior
2 26 (22.81%) Machine Learning Engineer
3 18 (15.79%) Operations Engineer
4 17 (14.91%) Data Scientist
5 13 (11.40%) Senior Manager
6 11 (9.65%) Artificial Intelligence Engineer
7 9 (7.89%) Senior Data Scientist
8 7 (6.14%) Lead
9 6 (5.26%) Developer
9 6 (5.26%) Software Engineer
10 5 (4.39%) Consultant
10 5 (4.39%) Head of AI
11 4 (3.51%) Artificial Intelligence Developer
11 4 (3.51%) Associate Engineer
11 4 (3.51%) Data Engineer
11 4 (3.51%) Machine Learning Consultant
11 4 (3.51%) Senior Software Engineer
12 3 (2.63%) Senior Data Engineer
13 2 (1.75%) Head of Engineering
13 2 (1.75%) Head of Strategy
Libraries, Frameworks & Software Standards
1 104 (91.23%) PyTorch
2 53 (46.49%) scikit-learn
3 33 (28.95%) Keras
4 31 (27.19%) Pandas
5 29 (25.44%) Hugging Face
6 27 (23.68%) NumPy
7 22 (19.30%) LangChain
8 18 (15.79%) Lambda Expressions
8 18 (15.79%) Metaflow
8 18 (15.79%) PySpark
8 18 (15.79%) YAML
9 10 (8.77%) Google JAX
9 10 (8.77%) JAX
10 9 (7.89%) Kafka
11 6 (5.26%) FastAPI
11 6 (5.26%) XGBoost
12 4 (3.51%) JSON Web Signature
12 4 (3.51%) JWT
12 4 (3.51%) LangGraph
12 4 (3.51%) SciPy
Miscellaneous
1 18 (15.79%) Linux Command Line
2 16 (14.04%) Algorithms
3 9 (7.89%) Data Centre
3 9 (7.89%) Management Information System
4 6 (5.26%) AI Agents
5 5 (4.39%) Distributed Systems
6 4 (3.51%) Data Structures
6 4 (3.51%) Public Cloud
6 4 (3.51%) Robotics
7 3 (2.63%) Cloud Native
7 3 (2.63%) CUDA
8 2 (1.75%) Sports Betting
9 1 (0.88%) Embedded Systems
9 1 (0.88%) Greenfield Project
9 1 (0.88%) IoT
9 1 (0.88%) Legacy Systems
9 1 (0.88%) Onboarding
9 1 (0.88%) Product Ownership
9 1 (0.88%) SystemC
9 1 (0.88%) Team-Oriented Environment
Operating Systems
1 20 (17.54%) Unix
2 2 (1.75%) Linux
3 1 (0.88%) Android
3 1 (0.88%) Ubuntu
Processes & Methodologies
1 110 (96.49%) Machine Learning
2 97 (85.09%) Artificial Intelligence
3 76 (66.67%) Data Science
4 62 (54.39%) MLOps
5 45 (39.47%) Computer Science
6 41 (35.96%) LLM
7 40 (35.09%) Generative AI
8 38 (33.33%) CI/CD
8 38 (33.33%) Containerisation
9 33 (28.95%) Analytics
10 28 (24.56%) Software Engineering
11 27 (23.68%) Deep Learning
11 27 (23.68%) Metadata Management
11 27 (23.68%) Observability
12 26 (22.81%) Visualisation
13 24 (21.05%) Natural Language Processing
14 23 (20.18%) Service Delivery
15 21 (18.42%) Data Engineering
16 20 (17.54%) Data Pipeline
16 20 (17.54%) Time Management
Programming Languages
1 88 (77.19%) Python
2 48 (42.11%) SQL
3 13 (11.40%) Java
4 10 (8.77%) C++
5 9 (7.89%) R
6 5 (4.39%) Rust
7 4 (3.51%) Bash
8 3 (2.63%) C
9 2 (1.75%) Perl
10 1 (0.88%) C#
10 1 (0.88%) Go
10 1 (0.88%) JavaScript
10 1 (0.88%) Julia
10 1 (0.88%) PHP
10 1 (0.88%) Scala
10 1 (0.88%) TypeScript
Qualifications
1 53 (46.49%) Degree
2 42 (36.84%) Master's Degree
3 31 (27.19%) Computer Science Degree
4 17 (14.91%) PhD
5 5 (4.39%) Security Cleared
6 3 (2.63%) Postgraduate
7 2 (1.75%) AWS Certification
7 2 (1.75%) MCP
8 1 (0.88%) CISM
8 1 (0.88%) CISSP
8 1 (0.88%) DV Cleared
Quality Assurance & Compliance
1 12 (10.53%) Data Quality
2 2 (1.75%) NIST
3 1 (0.88%) EU AI Act
3 1 (0.88%) GDPR
3 1 (0.88%) HIPAA
3 1 (0.88%) ISO/IEC 27001
3 1 (0.88%) NIST 800
System Software
1 37 (32.46%) Docker
2 1 (0.88%) HDFS
Systems Management
1 34 (29.82%) Kubernetes
2 27 (23.68%) Kubeflow
3 24 (21.05%) Terraform
4 15 (13.16%) Prometheus
5 14 (12.28%) Grafana
6 4 (3.51%) Single Sign-On
7 1 (0.88%) Bugsnag
Vendors
1 33 (28.95%) Databricks
2 19 (16.67%) OpenAI
3 9 (7.89%) Dell
3 9 (7.89%) NVIDIA
4 4 (3.51%) Google
4 4 (3.51%) Microsoft
5 2 (1.75%) SAP
6 1 (0.88%) Informatica
6 1 (0.88%) Red Hat