TensorFlow Job Trends

Google TensorFlow
UK

The table below provides summary statistics and salary benchmarking for jobs requiring TensorFlow skills. It covers vacancies from the 6 months leading up to 19 September 2025, with comparisons to the same periods in the previous two years.

6 months to
19 Sep 2025
Same period 2024 Same period 2023
Rank 557 649 649
Rank change year-on-year +92 0 +39
Permanent jobs citing TensorFlow 118 142 131
As % of all permanent jobs advertised in the UK 0.24% 0.18% 0.22%
As % of the Libraries, Frameworks & Software Standards category 1.49% 0.92% 0.80%
Number of salaries quoted 47 62 110
10th Percentile £49,000 £47,518 £49,750
25th Percentile £55,625 £57,813 £58,750
Median annual salary (50th Percentile) £75,000 £77,500 £75,000
Median % change year-on-year -3.23% +3.33% -
75th Percentile £97,500 £105,000 £94,375
90th Percentile £123,500 £126,150 £111,750
UK excluding London median annual salary £58,750 £62,500 £75,000
% change year-on-year -6.00% -16.67% +15.38%

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 7,913 15,365 16,459
As % of all permanent jobs advertised in the UK 16.01% 19.66% 27.21%
Number of salaries quoted 5,040 9,818 13,474
10th Percentile £38,750 £38,750 £41,250
25th Percentile £51,250 £47,500 £51,250
Median annual salary (50th Percentile) £67,500 £65,000 £66,153
Median % change year-on-year +3.85% -1.74% +1.77%
75th Percentile £87,500 £83,750 £85,000
90th Percentile £115,000 £110,000 £106,250
UK excluding London median annual salary £57,500 £55,000 £57,500
% change year-on-year +4.55% -4.35% +4.55%

TensorFlow
Job Vacancy Trend

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

Job vacancy trend for TensorFlow 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 19 September 2025.

Salary histogram for TensorFlow in the UK

TensorFlow
Top 16 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 19 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
England +88 114 £75,000 -6.25% 153
UK excluding London +118 61 £58,750 -6.00% 89
London +39 53 £93,750 -6.25% 99
South East +56 20 £52,500 -23.64% 38
Work from Home +26 19 £80,000 +14.29% 103
North of England +39 15 £55,000 -15.38% 18
East of England -7 11 £58,750 -26.56% 7
North West +13 9 £55,000 - 15
Midlands +50 8 £60,500 +17.48% 2
South West +63 5 £73,750 -7.52% 7
Yorkshire +15 5 £63,000 -10.00% 2
West Midlands +48 4 £60,500 +27.37% 1
East Midlands +25 4 - - 1
Scotland +43 1 - - 7
North East - 1 - - 1
Wales - 1 - -

TensorFlow
Co-occurring Skills and Capabilities 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 (37.29%) Apache Spark
2 12 (10.17%) Apache Airflow
3 6 (5.08%) Apache
4 1 (0.85%) nginx
4 1 (0.85%) SAS
Applications
1 1 (0.85%) GNU Octave
Cloud Services
1 74 (62.71%) AWS
2 49 (41.53%) Azure
3 39 (33.05%) GCP
4 23 (19.49%) Amazon EKS
5 22 (18.64%) Amazon S3
6 19 (16.10%) Amazon ELB
7 13 (11.02%) Azure Monitor
8 12 (10.17%) Amazon SageMaker
9 9 (7.63%) H2O.ai
9 9 (7.63%) OpenShift
10 7 (5.93%) Amazon EC2
11 6 (5.08%) AWS Lambda
11 6 (5.08%) Serverless
12 5 (4.24%) Amazon Bedrock
12 5 (4.24%) Azure Machine Learning
12 5 (4.24%) Prefect
13 4 (3.39%) Amazon ECS
13 4 (3.39%) Amazon EMR
13 4 (3.39%) Amazon Kinesis
13 4 (3.39%) Amazon SQS
Database & Business Intelligence
1 28 (23.73%) Metadata
2 25 (21.19%) DynamoDB
3 19 (16.10%) Delta Lake
3 19 (16.10%) Spark SQL
4 14 (11.86%) Data Lake
5 8 (6.78%) Big Data
5 8 (6.78%) Hadoop
6 7 (5.93%) NoSQL
7 5 (4.24%) PostgreSQL
8 4 (3.39%) Amazon Aurora
8 4 (3.39%) Amazon RDS
8 4 (3.39%) Electronic Patient Records
8 4 (3.39%) MySQL
9 3 (2.54%) Amazon Redshift
9 3 (2.54%) Data Mining
9 3 (2.54%) Data Warehouse
9 3 (2.54%) Relational Database
10 2 (1.69%) Apache Hive
10 2 (1.69%) Pinecone
10 2 (1.69%) Tableau
Development Applications
1 30 (25.42%) MLflow
2 7 (5.93%) Git
3 1 (0.85%) GitLab
3 1 (0.85%) Vite
General
1 63 (53.39%) Social Skills
2 42 (35.59%) Finance
3 19 (16.10%) Law
4 16 (13.56%) Legal
5 12 (10.17%) Manufacturing
6 9 (7.63%) Analytical Skills
7 7 (5.93%) Inclusion and Diversity
7 7 (5.93%) Marketing
8 4 (3.39%) Electronics
8 4 (3.39%) Games
8 4 (3.39%) Public Sector
9 2 (1.69%) Banking
9 2 (1.69%) Financial Institution
9 2 (1.69%) Retail Banking
9 2 (1.69%) Telecoms
10 1 (0.85%) Advertising
10 1 (0.85%) Aerospace
10 1 (0.85%) Czech Language
10 1 (0.85%) Pharmaceutical
10 1 (0.85%) Presentation Skills
Job Titles
1 36 (30.51%) Senior
2 27 (22.88%) Machine Learning Engineer
3 19 (16.10%) Operations Engineer
4 18 (15.25%) Data Scientist
5 13 (11.02%) Senior Manager
6 12 (10.17%) Artificial Intelligence Engineer
7 9 (7.63%) Senior Data Scientist
8 7 (5.93%) Software Engineer
9 6 (5.08%) Developer
9 6 (5.08%) Lead
10 5 (4.24%) Consultant
10 5 (4.24%) Head of AI
11 4 (3.39%) Artificial Intelligence Developer
11 4 (3.39%) Associate Engineer
11 4 (3.39%) Data Engineer
11 4 (3.39%) Machine Learning Consultant
11 4 (3.39%) Senior Software Engineer
12 3 (2.54%) Senior Data Engineer
13 2 (1.69%) Head of Strategy
13 2 (1.69%) Python Engineer
Libraries, Frameworks & Software Standards
1 108 (91.53%) PyTorch
2 55 (46.61%) scikit-learn
3 34 (28.81%) Keras
4 32 (27.12%) Pandas
5 30 (25.42%) Hugging Face
6 28 (23.73%) NumPy
7 22 (18.64%) LangChain
8 19 (16.10%) Lambda Expressions
8 19 (16.10%) Metaflow
8 19 (16.10%) PySpark
8 19 (16.10%) YAML
9 10 (8.47%) Google JAX
9 10 (8.47%) JAX
10 9 (7.63%) Kafka
11 6 (5.08%) FastAPI
11 6 (5.08%) XGBoost
12 4 (3.39%) JSON Web Signature
12 4 (3.39%) JWT
12 4 (3.39%) LangGraph
12 4 (3.39%) SciPy
Miscellaneous
1 19 (16.10%) Algorithms
1 19 (16.10%) Linux Command Line
2 9 (7.63%) Data Centre
2 9 (7.63%) Management Information System
3 6 (5.08%) AI Agents
4 5 (4.24%) Distributed Systems
5 4 (3.39%) Data Structures
5 4 (3.39%) Public Cloud
5 4 (3.39%) Robotics
6 3 (2.54%) Cloud Native
6 3 (2.54%) CUDA
6 3 (2.54%) Embedded Systems
7 2 (1.69%) Sports Betting
8 1 (0.85%) Blog
8 1 (0.85%) Greenfield Project
8 1 (0.85%) IoT
8 1 (0.85%) Legacy Systems
8 1 (0.85%) Product Ownership
8 1 (0.85%) SystemC
8 1 (0.85%) Team-Oriented Environment
Operating Systems
1 21 (17.80%) Unix
2 2 (1.69%) Linux
3 1 (0.85%) Android
3 1 (0.85%) Ubuntu
Processes & Methodologies
1 114 (96.61%) Machine Learning
2 101 (85.59%) Artificial Intelligence
3 77 (65.25%) Data Science
4 62 (52.54%) MLOps
5 44 (37.29%) Computer Science
6 42 (35.59%) Generative AI
7 41 (34.75%) LLM
8 39 (33.05%) CI/CD
9 38 (32.20%) Containerisation
10 33 (27.97%) Analytics
11 28 (23.73%) Metadata Management
11 28 (23.73%) Software Engineering
12 27 (22.88%) Observability
12 27 (22.88%) Visualisation
13 26 (22.03%) Deep Learning
14 24 (20.34%) Natural Language Processing
15 23 (19.49%) Service Delivery
16 21 (17.80%) Data Engineering
16 21 (17.80%) Time Management
17 20 (16.95%) Data Pipeline
Programming Languages
1 92 (77.97%) Python
2 49 (41.53%) SQL
3 13 (11.02%) Java
4 10 (8.47%) C++
5 8 (6.78%) R
6 5 (4.24%) C
6 5 (4.24%) Rust
7 4 (3.39%) Bash
8 2 (1.69%) Perl
9 1 (0.85%) C#
9 1 (0.85%) Go
9 1 (0.85%) JavaScript
9 1 (0.85%) Julia
9 1 (0.85%) PHP
9 1 (0.85%) Scala
9 1 (0.85%) TypeScript
Qualifications
1 53 (44.92%) Degree
2 41 (34.75%) Master's Degree
3 31 (26.27%) Computer Science Degree
4 17 (14.41%) PhD
5 5 (4.24%) Security Cleared
6 3 (2.54%) Postgraduate
7 2 (1.69%) AWS Certification
7 2 (1.69%) MCP
8 1 (0.85%) CISM
8 1 (0.85%) CISSP
8 1 (0.85%) DV Cleared
Quality Assurance & Compliance
1 12 (10.17%) Data Quality
2 2 (1.69%) NIST
3 1 (0.85%) EU AI Act
3 1 (0.85%) GDPR
3 1 (0.85%) ISO/IEC 27001
3 1 (0.85%) NIST 800
System Software
1 37 (31.36%) Docker
2 1 (0.85%) HDFS
Systems Management
1 35 (29.66%) Kubernetes
2 28 (23.73%) Kubeflow
3 24 (20.34%) Terraform
4 14 (11.86%) Prometheus
5 13 (11.02%) Grafana
6 4 (3.39%) Single Sign-On
Vendors
1 34 (28.81%) Databricks
2 19 (16.10%) OpenAI
3 11 (9.32%) NVIDIA
4 9 (7.63%) Dell
5 4 (3.39%) Microsoft
6 3 (2.54%) Google
7 2 (1.69%) Altera
7 2 (1.69%) SAP
7 2 (1.69%) YouTube
8 1 (0.85%) Informatica
8 1 (0.85%) Red Hat