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Managed Network Services
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IT Management
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Overview
Net Improvement Consulting (NETic) was founded in 1997 with a view to create specialized products to cater to the Network Management professional. Our staff have over 30 years experience in the network management industry.
Technologies
Tech DNA
TypeScript
Python
JavaScript
FastAPI
LangChain
Next.js
PostgreSQL
AWS
Azure
GCP
LLM
Claude
AI/ML
Python
SQL
Databricks
AI Agents
LLM
RAG
Multimodal AI
Asyncio
Datadog
Embeddings
LLM Guardrails
AWS
Azure
CI/CD
GCP
Terraform
IAM
LangChain
Fine-tuning
Human-in-the-Loop
Model Context Protocol
Edge AI
Text-to-Speech
Git
Kubernetes
Vercel
PostgreSQL
Claude
Cursor
JAX
PyTorch
Feature Store
GitHub Actions
GitHub
Frontend
TypeScript
JavaScript
Figma
Next.js
React.js
Other
FastAPI
A/B Testing
Sentry
ETL/ELT
Salesforce
Stack modernity
87/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Databricks
16 jobs
Required
AI Agents
13 jobs
Required
TypeScript
10 jobs
Required
Python
8 jobs
Required
LLM
7 jobs
Required
RAG
7 jobs
Required
Multimodal AI
5 jobs
Required
FastAPI
4 jobs
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
29%
SQL
27%
JavaScript
26%
CI/CD
26%
Kubernetes
22%
PostgreSQL
21%
Share of companies in the same industry that use each technology.
Stack changes
IAM
Aug 2026
GitHub
Aug 2026
Text-to-Speech
Aug 2026
Edge AI
Aug 2026
A/B Testing
Aug 2026
Model Context Protocol
Aug 2026
Human-in-the-Loop
Aug 2026
LLM Guardrails
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Growth
Hiring Momentum
48/100
Stable
Open positions
16
0 opened / 8 closed in 30 days
ATS activity
Every ~22 hours
08/31/2026
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
100% ▼
Jobs
In office • Internship • San Francisco
Python
TypeScript
Asyncio
FastAPI
Databases
Databricks
AI/ML
AI Agents
LangChain
LLM
RAG
Human-in-the-Loop
LLM Guardrails
Model Context Protocol
Apply
≈ $116k – $228k per year (Estimated) • In office • Full-Time • San Francisco
Python
TypeScript
Asyncio
FastAPI
Databases
Databricks
AI/ML
AI Agents
LangChain
LLM
RAG
Human-in-the-Loop
LLM Guardrails
Model Context Protocol
Apply
In office • Internship • San Francisco
Python
TypeScript
Databricks
AI/ML
Embeddings
LLM
RAG
AI Agents
Apply
Full-Stack Software Engineer (Product) - New Grad - 2026-2027
Verified live · 4 hours ago 1 month ago≈ $116k – $229k per year (Estimated) • In office • Full-Time • San Francisco
Python
TypeScript
Databricks
AI/ML
Embeddings
LLM
RAG
AI Agents
Apply
In office • Internship • San Francisco
Python
TypeScript
Asyncio
FastAPI
Databases
Databricks
AI/ML
AI Agents
Fine-tuning
LLM
Multimodal AI
RAG
Edge AI
Text-to-Speech
Analytics
A/B Testing
Apply
≈ $118k – $233k per year (Estimated) • In office • Full-Time • San Francisco
Python
TypeScript
Asyncio
FastAPI
Databases
Databricks
AI/ML
AI Agents
Fine-tuning
LLM
Multimodal AI
RAG
Edge AI
Text-to-Speech
Analytics
A/B Testing
Apply
≈ $128k – $276k per year (Estimated) • In office • Full-Time • San Francisco
Databricks
AI/ML
Claude
Cursor
Design
Figma
Apply
≈ $135k – $262k per year (Estimated) • In office • Full-Time • 5+ years exp • San Francisco
TypeScript
JavaScript
Databricks
Frontend
Next.js
React.js
DevOps
Datadog
QA
Sentry
Apply
≈ $125k – $235k per year (Estimated) • In office • Full-Time • 4+ years exp • San Francisco
Databricks
AI/ML
AI Agents
DevOps
AWS
Azure
CI/CD
Datadog
GCP
GitHub Actions
Terraform
GitHub
IAM
Apply
≈ $126k – $236k per year (Estimated) • In office • Full-Time • 3+ years exp • San Francisco
SQL
Databricks
AI/ML
AI Agents
Apply
≈ $124k – $279k per year (Estimated) • In office • Full-Time • San Francisco
Python
TypeScript
JavaScript
Databricks
PostgreSQL
AI/ML
AI Agents
Frontend
Next.js
React.js
Apply
≈ $144k – $294k per year (Estimated) • In office • Full-Time • San Francisco
Databricks
AI/ML
AI Agents
Multimodal AI
DevOps
AWS
Azure
CI/CD
Datadog
GCP
Git
Kubernetes
Terraform
Vercel
IAM
Apply
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