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 21 March 2026, with comparisons to the same periods in the previous two years.

6 months to
21 Mar 2026
Same period 2025 Same period 2024
Rank 541 516 697
Rank change year-on-year -25 +181 +143
Permanent jobs citing TensorFlow 156 121 156
As % of all permanent jobs in the UK 0.21% 0.29% 0.18%
As % of the Libraries, Frameworks & Software Standards category 1.92% 1.31% 0.81%
Number of salaries quoted 58 71 102
10th Percentile £45,000 £45,000 £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 £121,250 £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 8,132 9,263 19,144
As % of all permanent jobs advertised in the UK 10.71% 21.92% 22.32%
Number of salaries quoted 5,949 6,609 15,161
10th Percentile £36,250 £38,750 £36,250
25th Percentile £50,000 £50,000 £46,250
Median annual salary (50th Percentile) £65,000 £66,100 £60,000
Median % change year-on-year -1.66% +10.17% -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 21 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 21 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 +6 142 £75,000 -6.25% 87
London +28 89 £84,000 -11.58% 49
UK excluding London -45 53 £60,000 -11.11% 52
Work from Home +1 47 £60,000 -11.11% 47
East of England -2 21 £42,500 -33.59% 4
North of England -60 10 £65,000 -18.75% 5
North West -19 9 £65,000 -21.33% 3
Midlands -12 8 £55,000 -24.14% 7
South East -19 7 £60,000 -12.73% 22
South West -35 5 £60,000 +33.33% 10
West Midlands - 5 £52,500 - 3
East Midlands -44 3 £70,000 -3.45% 4
Scotland -21 1 £100,000 +17.65% 3
Northern Ireland -32 1 - - 1
Yorkshire -47 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 34 (21.79%) Apache Spark
2 33 (21.15%) Apache Airflow
3 16 (10.26%) Appian
Applications
1 3 (1.92%) Chatbot
Business Applications
1 1 (0.64%) NetSuite
1 1 (0.64%) Odoo
Cloud Services
1 82 (52.56%) Azure
2 60 (38.46%) AWS
3 51 (32.69%) GCP
4 27 (17.31%) Snowflake
5 24 (15.38%) Azure Machine Learning
6 22 (14.10%) Power Platform
7 19 (12.18%) Azure AI
8 15 (9.62%) Azure Synapse Analytics
8 15 (9.62%) dbt
9 13 (8.33%) Anthropic Claude
10 12 (7.69%) Azure Data Factory
10 12 (7.69%) Power Automate
10 12 (7.69%) Vertex AI
11 11 (7.05%) Amazon SageMaker
12 9 (5.77%) Dagster
13 8 (5.13%) H2O.ai
13 8 (5.13%) OpenShift
13 8 (5.13%) Prefect
14 7 (4.49%) GitHub
15 6 (3.85%) GitHub Actions
Communications & Networking
1 15 (9.62%) Broadband
2 2 (1.28%) InfiniBand
Database & Business Intelligence
1 29 (18.59%) Tableau
2 28 (17.95%) Data Warehouse
3 26 (16.67%) Pinecone
4 25 (16.03%) Amazon Redshift
4 25 (16.03%) BigQuery
5 24 (15.38%) Elasticsearch
5 24 (15.38%) Looker
6 23 (14.74%) Data Lake
7 16 (10.26%) Metadata
7 16 (10.26%) Power BI
8 15 (9.62%) Snowflake Schema
9 14 (8.97%) Weaviate
10 12 (7.69%) SQL Server
11 9 (5.77%) Apache Iceberg
11 9 (5.77%) Delta Lake
12 8 (5.13%) Big Data
13 7 (4.49%) Hadoop
14 5 (3.21%) MySQL
15 4 (2.56%) NoSQL
16 1 (0.64%) MongoDB
Development Applications
1 54 (34.62%) MLflow
2 11 (7.05%) Git
3 1 (0.64%) GitLab
3 1 (0.64%) Jenkins
General
1 48 (30.77%) Social Skills
2 44 (28.21%) Analytical Skills
3 38 (24.36%) Finance
4 15 (9.62%) Manufacturing
5 12 (7.69%) Marketing
6 10 (6.41%) Inclusion and Diversity
7 6 (3.85%) Public Sector
8 4 (2.56%) Banking
8 4 (2.56%) Legal
9 3 (1.92%) Electronics
9 3 (1.92%) Law
9 3 (1.92%) Telecoms
10 2 (1.28%) Advertising
10 2 (1.28%) Financial Institution
10 2 (1.28%) Organisational Skills
11 1 (0.64%) Digital Economy
11 1 (0.64%) Games
11 1 (0.64%) Health Technology
11 1 (0.64%) Investment Banking
11 1 (0.64%) Presentation Skills
Job Titles
1 37 (23.72%) Senior
2 29 (18.59%) Lead
3 24 (15.38%) Consultant
4 17 (10.90%) Artificial Intelligence Engineer
4 17 (10.90%) Data Scientist
5 16 (10.26%) Data Consultant
6 15 (9.62%) Senior Systems Engineer
6 15 (9.62%) Systems Engineer
7 13 (8.33%) Artificial Intelligence Consultant
7 13 (8.33%) Senior Consultant
8 12 (7.69%) Automation Engineer
9 11 (7.05%) Data Engineer
10 9 (5.77%) Developer
11 8 (5.13%) Senior Data Scientist
12 6 (3.85%) Data Science Engineer
12 6 (3.85%) Machine Learning Engineer
13 5 (3.21%) Lead Data Engineer
13 5 (3.21%) Machine Learning Consultant
14 4 (2.56%) Lead Data Scientist
14 4 (2.56%) Machine Learning Scientist
Libraries, Frameworks & Software Standards
1 144 (92.31%) PyTorch
2 64 (41.03%) scikit-learn
3 37 (23.72%) LangChain
4 34 (21.79%) Pandas
5 23 (14.74%) Hugging Face
5 23 (14.74%) NumPy
6 22 (14.10%) Faiss
7 18 (11.54%) Django
7 18 (11.54%) FastAPI
8 17 (10.90%) Kafka
8 17 (10.90%) LlamaIndex
8 17 (10.90%) REST
9 16 (10.26%) Keras
10 15 (9.62%) Google JAX
10 15 (9.62%) JAX
10 15 (9.62%) pgvector
10 15 (9.62%) RESTful
11 14 (8.97%) Flask
12 12 (7.69%) pytest
12 12 (7.69%) Swagger
Miscellaneous
1 30 (19.23%) Algorithms
2 22 (14.10%) Cloud Native
3 16 (10.26%) Low-Code
4 15 (9.62%) Clustering
4 15 (9.62%) Public Cloud
5 12 (7.69%) Legacy Systems
5 12 (7.69%) Video\Live Streaming
6 11 (7.05%) AI Agents
6 11 (7.05%) CUDA
7 10 (6.41%) Product Ownership
8 9 (5.77%) Distributed Systems
9 8 (5.13%) Data Centre
9 8 (5.13%) Management Information System
10 5 (3.21%) Life Science
11 4 (2.56%) Cyber Threat
11 4 (2.56%) Enterprise Software
11 4 (2.56%) Hackathon
11 4 (2.56%) Over-the-Top Content
12 3 (1.92%) Data Structures
12 3 (1.92%) Robotics
Operating Systems
1 6 (3.85%) Linux
2 2 (1.28%) Robot Operating System
3 1 (0.64%) Windows
Processes & Methodologies
1 142 (91.03%) AI
1 142 (91.03%) Machine Learning
2 89 (57.05%) Generative AI
3 87 (55.77%) Data Science
4 71 (45.51%) LLM
5 68 (43.59%) Retrieval-Augmented Generation
6 62 (39.74%) Data Engineering
6 62 (39.74%) Data Pipeline
7 61 (39.10%) Analytics
8 60 (38.46%) CI/CD
9 59 (37.82%) MLOps
10 51 (32.69%) Computer Science
11 45 (28.85%) Feature Engineering
12 40 (25.64%) Prompt Engineering
13 38 (24.36%) Roadmaps
14 37 (23.72%) Use Case
15 36 (23.08%) Data Governance
16 35 (22.44%) Data Modelling
17 34 (21.79%) Problem-Solving
18 33 (21.15%) Open Source
Programming Languages
1 139 (89.10%) Python
2 56 (35.90%) SQL
3 16 (10.26%) Java
4 15 (9.62%) Go
5 11 (7.05%) Bash
5 11 (7.05%) R
6 9 (5.77%) JavaScript
6 9 (5.77%) Scala
7 5 (3.21%) PHP
7 5 (3.21%) TypeScript
8 4 (2.56%) C++
8 4 (2.56%) PowerShell
9 1 (0.64%) C
9 1 (0.64%) MATLAB
Qualifications
1 57 (36.54%) Degree
2 21 (13.46%) Master's Degree
3 16 (10.26%) PhD
4 15 (9.62%) Security Cleared
5 13 (8.33%) Computer Science Degree
6 10 (6.41%) SC Cleared
7 4 (2.56%) DV Cleared
7 4 (2.56%) Microsoft Certification
7 4 (2.56%) Numerate Degree
8 3 (1.92%) Azure Certification
8 3 (1.92%) Microsoft Certified Professional
8 3 (1.92%) Postgraduate
9 2 (1.28%) CESG Certified Professional
9 2 (1.28%) CISSP
9 2 (1.28%) DBS Check
9 2 (1.28%) OSCP
10 1 (0.64%) AWS Certification
10 1 (0.64%) BPSS Clearance
Quality Assurance & Compliance
1 25 (16.03%) Data Quality
2 16 (10.26%) GDPR
3 15 (9.62%) California Consumer Privacy Act
4 4 (2.56%) SLA
5 3 (1.92%) NIST
6 2 (1.28%) Def Stans
6 2 (1.28%) JSP 440
6 2 (1.28%) NCSC
6 2 (1.28%) NIST 800
7 1 (0.64%) EU AI Act
7 1 (0.64%) ISO 13485
7 1 (0.64%) ISO/IEC 27001
System Software
1 52 (33.33%) Docker
2 2 (1.28%) GPFS
2 2 (1.28%) Lustre
2 2 (1.28%) Slurm Workload Manager
Systems Management
1 36 (23.08%) Kubernetes
2 9 (5.77%) Terraform
3 6 (3.85%) Ansible
4 5 (3.21%) Kubeflow
5 2 (1.28%) SELinux
6 1 (0.64%) Argo
6 1 (0.64%) Grafana
6 1 (0.64%) Prometheus
Vendors
1 50 (32.05%) Databricks
2 29 (18.59%) OpenAI
3 24 (15.38%) Dell
4 16 (10.26%) Microsoft
5 15 (9.62%) Cloudera
6 12 (7.69%) Automation Anywhere
6 12 (7.69%) UiPath
7 10 (6.41%) NVIDIA
8 9 (5.77%) Palantir
9 5 (3.21%) Foundry
10 4 (2.56%) CrowdStrike
10 4 (2.56%) Fortinet
10 4 (2.56%) Google
10 4 (2.56%) Palo Alto
10 4 (2.56%) SAP
11 2 (1.28%) Splunk
12 1 (0.64%) Dataiku
12 1 (0.64%) DataRobot
12 1 (0.64%) IBM
12 1 (0.64%) Intel