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Overview
Edisyl builds the semantic layer your enterprise data is missing — encoding what your data means so every AI tool answers the way your organization thinks.
Technologies
Tech DNA
Python
SQL
AutoGen
LangChain
LlamaIndex
DuckDB
LLM
Claude
AI/ML
Python
SQL
AI Agents
LLM
AutoGen
Fine-tuning
Hallucination
LangChain
LlamaIndex
RAG
RLHF
Claude
Claude Code
dbt
Unstructured.io
Human-in-the-Loop
LLM Evaluation
Function Calling
Scale AI
Vector
DuckDB
Other
DeFi
Stack modernity
80/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
2 jobs
Required
AI Agents
2 jobs
Required
LLM
2 jobs
Required
AutoGen
1 job
Required
LangChain
1 job
Required
LlamaIndex
1 job
Required
Fine-tuning
1 job
Required
RLHF
1 job
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
21%
SQL
15%
LLM
13%
AI Agents
12%
Claude
10%
RAG
8%
Share of companies in the same industry that use each technology.
Stack changes
Scale AI
Aug 2026
Function Calling
Aug 2026
LLM Evaluation
Aug 2026
Human-in-the-Loop
Aug 2026
Unstructured.io
Jul 2026
SQL
Jul 2026
DuckDB
Jul 2026
DeFi
Jul 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Edisyl
Citi
Jobgether
Weekday
Adobe
Salesforce
Growth
Hiring Momentum
58/100
Growing
Open positions
3
0 opened / 0 closed in 30 days
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.
AI/ML
33% ▲
Data Science
33% ▲
Product
33% ▲
Activity Timeline
Added Scale AI to stack
Aug 2026
Added Function Calling to stack
Aug 2026
Added LLM Evaluation to stack
Aug 2026
Added Human-in-the-Loop to stack
Aug 2026
Added Unstructured.io to stack
Jul 2026
Added SQL to stack
Jul 2026
Added DuckDB to stack
Jul 2026
Added DeFi to stack
Jul 2026
Added dbt to stack
Jul 2026
Added Claude Code to stack
Jul 2026
Added Claude to stack
Jul 2026
Added Vector to stack
Jul 2026
Jobs
Product Manager
1 month ago≈ $128k – $230k per year (Estimated) • In office • Full-Time • 7+ years exp • Boston
Claude
Claude Code
Apply
AI Agent Architect
1 month ago≈ $152k – $307k per year (Estimated) • In office • 6+ years exp • Boston
Python
AI Agents
AutoGen
Fine-tuning
Hallucination
LangChain
LlamaIndex
LLM
RAG
RLHF
Human-in-the-Loop
LLM Evaluation
Function Calling
DevOps
Vector
Apply
Forward-Deployed AI Data Engineer
1 month ago≈ $89k – $186k per year (Estimated) • In office • 4+ years exp • Boston
Python
SQL
DuckDB
AI/ML
AI Agents
dbt
LLM
Unstructured.io
Scale AI
Web3
DeFi
Apply