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Overview
Aveni builds natural language processing for financial services compliance and advice. Its models analyse adviser conversations for risk and quality. The company developed a domain specific large language model for the sector.
News
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Technologies
Tech DNA
Node JS
JavaScript
TypeScript
React.js
Nest.JS
LangGraph
DynamoDB
AWS
AWS Lambda
Amazon ECS
LLM
LoRA
PEFT
AI/ML
Python
AI Agents
AWS
LLM
AWS Lambda
DynamoDB
Prompt Engineering
RAG
Amazon ECS
API Gateway
AWS Fargate
CI/CD
Agentic Workflows
Langfuse
LangGraph
LangChain
Fine-tuning
LoRA
Mixture of Experts
Multi-Agent Systems
NLP
NumPy
NVIDIA NeMo
Pandas
PyTorch
SciPy
TensorFlow
Transformers
vLLM
PEFT
LLM Guardrails
Claude
Claude Code
Docker
Git
Kubernetes
Amazon EventBridge
Amazon S3
Platform Engineering
Terraform
Frontend
Node JS
JavaScript
TypeScript
React.js
Nest.JS
Stack modernity
90/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
AI Agents
11 jobs
Required
AWS
6 jobs
Required
JavaScript
5 jobs
Required
Node JS
5 jobs
Required
TypeScript
4 jobs
Required
React.js
4 jobs
Required
LLM
4 jobs
Required
AWS Lambda
4 jobs
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
JavaScript
17%
CI/CD
17%
AWS
16%
TypeScript
13%
AI Agents
13%
Share of companies in the same industry that use each technology.
Stack changes
Claude Code
Sep 2026
Claude
Sep 2026
Terraform
Sep 2026
Platform Engineering
Sep 2026
LLM Guardrails
Sep 2026
Amazon S3
Sep 2026
Amazon EventBridge
Sep 2026
PEFT
Sep 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Growth
Hiring Momentum
58/100
Growing
Open positions
11
0 opened / 0 closed in 30 days
ATS activity
Every ~1 hours
09/06/2026
Hiring Dynamics
+100%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
Backend
27% ▲
AI/ML
18% ▲
Product
18% ▲
Management
9% ▲
Marketing
9% ▲
Sales
9% ▲
Activity Timeline
Added Claude Code to stack
Sep 2026
Added Claude to stack
Sep 2026
Added Terraform to stack
Sep 2026
Added Platform Engineering to stack
Sep 2026
Added LLM Guardrails to stack
Sep 2026
Added Amazon S3 to stack
Sep 2026
Added Amazon EventBridge to stack
Sep 2026
Added PEFT to stack
Sep 2026
Added vLLM to stack
Sep 2026
Added Transformers to stack
Sep 2026
Added TensorFlow to stack
Sep 2026
Added SciPy to stack
Sep 2026
Offices
Where the company hires and what each office is for
Cities
1
Hiring now
0
Countries
1
Edinburgh
United Kingdom
HQ
58 Morrison Street, Edinburgh, Lothian, EH3 8BP, UK
Jobs
Senior AI Software Engineer
26 days ago≈ $96k – $195k per year (Estimated) • Equity • Remote • Full-Time
JavaScript
TypeScript
Node JS
Nest.JS
Databases
DynamoDB
AI/ML
LangGraph
LangChain
Prompt Engineering
AI Agents
Langfuse
LLM
RAG
Agentic Workflows
Frontend
React.js
DevOps
CI/CD
AWS
AWS Fargate
AWS Lambda
Amazon ECS
API Gateway
Apply
Product Manager - Compliance
2 months ago≈ $87k – $200k per year (Estimated) • Remote • Full-Time
AI Agents
Apply
Senior ML Engineer
2 months ago≈ $100k – $205k per year (Estimated) • Equity • Remote • Full-Time • Master's Degree
Python
LoRA
vLLM
Fine-tuning
SciPy
AI Agents
NLP
PEFT
Transformers
TensorFlow
Pandas
NumPy
PyTorch
LLM
Mixture of Experts
NVIDIA NeMo
Multi-Agent Systems
DevOps
CI/CD
Git
AWS
Docker
Kubernetes
Apply
Senior Software Engineer (Python)
2 months ago≈ $95k – $196k per year (Estimated) • Equity • Remote • Full-Time • PhD
Python
JavaScript
TypeScript
Node JS
DynamoDB
AI/ML
AI Agents
LLM Guardrails
DevOps
Terraform
AWS
Platform Engineering
AWS Lambda
Amazon S3
Amazon EventBridge
Apply
Lead Software Engineer
2 months ago≈ $96k – $194k per year (Estimated) • Equity • Remote • Full-Time • 10+ years exp • PhD
Python
JavaScript
TypeScript
Node JS
Prompt Engineering
AI Agents
LLM
RAG
Frontend
React.js
DevOps
AWS
AWS Lambda
Apply
Product Manager - Wealth
2 months ago≈ $87k – $200k per year (Estimated) • Remote • Full-Time
AI Agents
Apply
Senior Software Engineer
2 months ago≈ $95k – $195k per year (Estimated) • Equity • Remote • Full-Time • PhD
JavaScript
TypeScript
Node JS
Nest.JS
Databases
DynamoDB
AI/ML
Claude
Claude Code
AI Agents
LLM
Frontend
React.js
DevOps
AWS
AWS Fargate
AWS Lambda
Amazon ECS
API Gateway
Apply

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