TensorFlow Job Trends

Google TensorFlow
UK

The table below provides summary statistics and salary benchmarking for jobs requiring TensorFlow skills. It covers permanent job vacancies from the 6 months leading up to 22 March 2026, with comparisons to the same periods in the previous two years.

6 months to
22 Mar 2026
Same period 2025 Same period 2024
Rank 538 527 695
Rank change year-on-year -11 +168 +136
Permanent jobs citing TensorFlow 160 122 157
As % of all permanent jobs in the UK 0.21% 0.29% 0.18%
As % of the Libraries, Frameworks & Software Standards category 1.96% 1.31% 0.81%
Number of salaries quoted 58 72 102
10th Percentile £45,000 £45,250 £47,500
25th Percentile £53,750 £62,000 £55,000
Median annual salary (50th Percentile) £75,000 £80,000 £70,000
Median % change year-on-year -6.25% +14.29% -6.67%
75th Percentile £95,938 £100,000 £88,438
90th Percentile £115,000 £121,125 £137,500
UK excluding London median annual salary £60,000 £67,500 £63,750
% change year-on-year -11.11% +5.88% +21.43%

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 8,152 9,281 19,308
As % of all permanent jobs advertised in the UK 10.66% 21.89% 22.24%
Number of salaries quoted 5,966 6,645 15,286
10th Percentile £36,250 £38,750 £36,250
25th Percentile £50,000 £50,000 £46,250
Median annual salary (50th Percentile) £65,000 £66,200 £60,000
Median % change year-on-year -1.81% +10.33% -11.11%
75th Percentile £85,000 £86,250 £80,000
90th Percentile £101,250 £110,000 £100,000
UK excluding London median annual salary £60,000 £60,000 £55,000
% change year-on-year - +9.09% -4.35%

TensorFlow
Job Vacancy Trend

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

TensorFlow job vacancy trend 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 22 March 2026.

Salary histogram for TensorFlow in the UK

TensorFlow
Top 15 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 22 March 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
England +17 146 £75,000 -6.25% 82
London +27 92 £84,000 -11.58% 48
UK excluding London -46 54 £60,000 -11.11% 48
Work from Home +1 47 £60,000 -11.11% 40
East of England -5 22 £42,500 -33.59% 4
North of England -60 10 £65,000 -18.75% 4
North West -22 9 £65,000 -21.33% 2
Midlands -24 8 £55,000 -24.14% 4
South East -23 7 £60,000 -12.73% 22
South West -32 5 £60,000 +33.33% 10
West Midlands - 5 £52,500 - 2
East Midlands -37 3 £70,000 -3.45% 2
Scotland -26 1 £100,000 +17.65% 2
Northern Ireland -36 1 - - 1
Yorkshire -46 1 - - 2

TensorFlow
Co-Occurring Skills & Capabilities 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 38 (23.75%) Apache Spark
2 37 (23.13%) Apache Airflow
3 16 (10.00%) Appian
Applications
1 3 (1.88%) Chatbot
Business Applications
1 1 (0.63%) NetSuite
1 1 (0.63%) Odoo
Cloud Services
1 86 (53.75%) Azure
2 64 (40.00%) AWS
3 55 (34.38%) GCP
4 31 (19.38%) Snowflake
5 26 (16.25%) Power Platform
6 24 (15.00%) Azure Machine Learning
7 19 (11.88%) Azure AI
7 19 (11.88%) Azure Synapse Analytics
7 19 (11.88%) dbt
8 13 (8.13%) Anthropic Claude
9 12 (7.50%) Azure Data Factory
9 12 (7.50%) Power Automate
9 12 (7.50%) Vertex AI
10 11 (6.88%) Amazon SageMaker
11 9 (5.63%) Dagster
12 8 (5.00%) H2O.ai
12 8 (5.00%) OpenShift
12 8 (5.00%) Prefect
13 7 (4.38%) GitHub
14 6 (3.75%) GitHub Actions
Communications & Networking
1 15 (9.38%) Broadband
2 2 (1.25%) InfiniBand
Database & Business Intelligence
1 33 (20.63%) Tableau
2 32 (20.00%) Data Warehouse
3 29 (18.13%) Amazon Redshift
3 29 (18.13%) BigQuery
4 28 (17.50%) Elasticsearch
4 28 (17.50%) Looker
5 27 (16.88%) Data Lake
6 26 (16.25%) Pinecone
7 20 (12.50%) Power BI
8 19 (11.88%) Snowflake Schema
9 16 (10.00%) Metadata
10 14 (8.75%) Weaviate
11 12 (7.50%) SQL Server
12 9 (5.63%) Apache Iceberg
12 9 (5.63%) Delta Lake
13 8 (5.00%) Big Data
14 7 (4.38%) Hadoop
15 5 (3.13%) MySQL
16 4 (2.50%) NoSQL
17 1 (0.63%) MongoDB
Development Applications
1 58 (36.25%) MLflow
2 11 (6.88%) Git
3 1 (0.63%) GitLab
3 1 (0.63%) Jenkins
General
1 48 (30.00%) Analytical Skills
1 48 (30.00%) Social Skills
2 38 (23.75%) Finance
3 15 (9.38%) Manufacturing
4 12 (7.50%) Marketing
5 10 (6.25%) Inclusion and Diversity
6 6 (3.75%) Public Sector
7 4 (2.50%) Banking
7 4 (2.50%) Legal
8 3 (1.88%) Electronics
8 3 (1.88%) Law
8 3 (1.88%) Telecoms
9 2 (1.25%) Advertising
9 2 (1.25%) Financial Institution
9 2 (1.25%) Organisational Skills
10 1 (0.63%) Digital Economy
10 1 (0.63%) Games
10 1 (0.63%) Health Technology
10 1 (0.63%) Investment Banking
10 1 (0.63%) Presentation Skills
Job Titles
1 41 (25.63%) Senior
2 29 (18.13%) Lead
3 24 (15.00%) Consultant
4 19 (11.88%) Senior Systems Engineer
4 19 (11.88%) Systems Engineer
5 17 (10.63%) Artificial Intelligence Engineer
5 17 (10.63%) Data Scientist
6 16 (10.00%) Data Consultant
7 13 (8.13%) Artificial Intelligence Consultant
7 13 (8.13%) Senior Consultant
8 12 (7.50%) Automation Engineer
9 11 (6.88%) Data Engineer
10 9 (5.63%) Developer
11 8 (5.00%) Senior Data Scientist
12 6 (3.75%) Data Science Engineer
12 6 (3.75%) Machine Learning Engineer
13 5 (3.13%) Lead Data Engineer
13 5 (3.13%) Machine Learning Consultant
14 4 (2.50%) Lead Data Scientist
14 4 (2.50%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 148 (92.50%) PyTorch
2 68 (42.50%) scikit-learn
3 41 (25.63%) LangChain
4 34 (21.25%) Pandas
5 23 (14.38%) Hugging Face
5 23 (14.38%) NumPy
6 22 (13.75%) Faiss
7 21 (13.13%) Kafka
7 21 (13.13%) LlamaIndex
8 19 (11.88%) pgvector
9 18 (11.25%) Django
9 18 (11.25%) FastAPI
10 17 (10.63%) REST
11 16 (10.00%) Keras
12 15 (9.38%) Google JAX
12 15 (9.38%) JAX
12 15 (9.38%) RESTful
13 14 (8.75%) Flask
14 12 (7.50%) pytest
14 12 (7.50%) Swagger
Miscellaneous
1 30 (18.75%) Algorithms
2 26 (16.25%) Cloud Native
3 19 (11.88%) Clustering
3 19 (11.88%) Public Cloud
4 16 (10.00%) Low-Code
5 12 (7.50%) Legacy Systems
5 12 (7.50%) Video\Live Streaming
6 11 (6.88%) AI Agents
6 11 (6.88%) CUDA
7 10 (6.25%) Product Ownership
8 9 (5.63%) Distributed Systems
9 8 (5.00%) Data Centre
9 8 (5.00%) Management Information System
10 5 (3.13%) Life Science
11 4 (2.50%) Cyber Threat
11 4 (2.50%) Enterprise Software
11 4 (2.50%) Hackathon
11 4 (2.50%) Over-the-Top Content
12 3 (1.88%) Data Structures
12 3 (1.88%) Robotics
Operating Systems
1 6 (3.75%) Linux
2 2 (1.25%) Robot Operating System
3 1 (0.63%) Windows
Processes & Methodologies
1 146 (91.25%) AI
1 146 (91.25%) Machine Learning
2 93 (58.13%) Generative AI
3 91 (56.88%) Data Science
4 72 (45.00%) Retrieval-Augmented Generation
5 71 (44.38%) LLM
6 66 (41.25%) Data Engineering
6 66 (41.25%) Data Pipeline
7 65 (40.63%) Analytics
8 60 (37.50%) CI/CD
9 59 (36.88%) MLOps
10 51 (31.88%) Computer Science
11 49 (30.63%) Feature Engineering
12 44 (27.50%) Prompt Engineering
13 41 (25.63%) Use Case
14 40 (25.00%) Data Governance
15 39 (24.38%) Data Modelling
16 38 (23.75%) Roadmaps
17 36 (22.50%) ETL
17 36 (22.50%) Presales
Programming Languages
1 143 (89.38%) Python
2 60 (37.50%) SQL
3 16 (10.00%) Java
4 15 (9.38%) Go
5 11 (6.88%) Bash
5 11 (6.88%) R
6 9 (5.63%) JavaScript
6 9 (5.63%) Scala
7 5 (3.13%) PHP
7 5 (3.13%) TypeScript
8 4 (2.50%) C++
8 4 (2.50%) PowerShell
9 1 (0.63%) C
9 1 (0.63%) MATLAB
Qualifications
1 57 (35.63%) Degree
2 21 (13.13%) Master's Degree
3 16 (10.00%) PhD
4 15 (9.38%) Security Cleared
5 13 (8.13%) Computer Science Degree
6 10 (6.25%) SC Cleared
7 4 (2.50%) DV Cleared
7 4 (2.50%) Microsoft Certification
7 4 (2.50%) Numerate Degree
8 3 (1.88%) Azure Certification
8 3 (1.88%) Microsoft Certified Professional
8 3 (1.88%) Postgraduate
9 2 (1.25%) CESG Certified Professional
9 2 (1.25%) CISSP
9 2 (1.25%) DBS Check
9 2 (1.25%) OSCP
10 1 (0.63%) AWS Certification
10 1 (0.63%) BPSS Clearance
Quality Assurance & Compliance
1 25 (15.63%) Data Quality
2 20 (12.50%) GDPR
3 19 (11.88%) California Consumer Privacy Act
4 4 (2.50%) SLA
5 3 (1.88%) NIST
6 2 (1.25%) Def Stans
6 2 (1.25%) JSP 440
6 2 (1.25%) NCSC
6 2 (1.25%) NIST 800
7 1 (0.63%) EU AI Act
7 1 (0.63%) ISO 13485
7 1 (0.63%) ISO/IEC 27001
System Software
1 52 (32.50%) Docker
2 2 (1.25%) GPFS
2 2 (1.25%) Lustre
2 2 (1.25%) Slurm Workload Manager
Systems Management
1 36 (22.50%) Kubernetes
2 9 (5.63%) Terraform
3 6 (3.75%) Ansible
4 5 (3.13%) Kubeflow
5 2 (1.25%) SELinux
6 1 (0.63%) Argo
6 1 (0.63%) Grafana
6 1 (0.63%) Prometheus
Vendors
1 54 (33.75%) Databricks
2 29 (18.13%) OpenAI
3 28 (17.50%) Dell
4 19 (11.88%) Cloudera
5 16 (10.00%) Microsoft
6 12 (7.50%) Automation Anywhere
6 12 (7.50%) UiPath
7 10 (6.25%) NVIDIA
8 9 (5.63%) Palantir
9 5 (3.13%) Foundry
10 4 (2.50%) CrowdStrike
10 4 (2.50%) Fortinet
10 4 (2.50%) Google
10 4 (2.50%) Palo Alto
10 4 (2.50%) SAP
11 2 (1.25%) Splunk
12 1 (0.63%) Dataiku
12 1 (0.63%) DataRobot
12 1 (0.63%) IBM
12 1 (0.63%) Intel