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Overview
Avomind is a platform connecting graduates and senior alumni from leading academic institutions with fast-growing firms. Our mission is to connect high-caliber candidates with impactful opportunities.... Our global network is built up of partnersh...
Technologies
Tech DNA
Python
SQL
JavaScript
PyTorch
TensorFlow
LangChain
Snowflake
PostgreSQL
TimescaleDB
AWS
Azure
GCP
LLM
LoRA
QLoRA
AI/ML
Python
SQL
C++
PyTorch
JAX
CI/CD
Multimodal AI
Fine-tuning
Knowledge Distillation
LLM
Docker
RAG
Kubernetes
Git
AI Agents
Embeddings
TensorFlow
Diffusion Models
LoRA
QLoRA
Spark
PEFT
LangChain
Copilot
Prompt Engineering
AWS
Azure
Apache Kafka
Databricks
Snowflake
Computer Vision
DeepSpeed
Quantization
Ray
Reinforcement Learning
RLHF
TensorRT
TensorRT-LLM
vLLM
Scikit-learn
Cursor
Model Context Protocol
Semantic Kernel
VLM
Claude
LightGBM
NumPy
Pandas
Polars
XGBoost
gRPC
GCP
Terraform
WebSockets
Azure DevOps
Rest API
Platform Engineering
PyTorch C++
PostgreSQL
TimescaleDB
Mobile
JavaScript
Node JS
Java
Kotlin
Swift
C#
Kotlin Coroutines
.NET
ML Kit
Core ML
SPM
SwiftUI
SolidWorks
Robotics
ROS
Inverse Kinematics
ROS2
SLAM
Teleoperation
Gazebo
Other
Go
React.js
Next.js
JQuery
KiCad
HubSpot
Salesforce
Stack modernity
91/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python
10 jobs
Required
$160k
-3% vs market
PyTorch
8 jobs
Required
$180k
-18% vs market
SQL
8 jobs
Required
JavaScript
7 jobs
Required
CI/CD
5 jobs
Required
$180k
+62% vs market
JAX
5 jobs
Required
$180k
-29% vs market
Fine-tuning
4 jobs
Required
$180k
-21% vs market
Multimodal AI
4 jobs
Required
$180k
-32% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
38%
JavaScript
32%
SQL
31%
CI/CD
30%
AWS
28%
Azure
25%
Share of companies in the same industry that use each technology.
Stack changes
XGBoost
Aug 2026
TimescaleDB
Aug 2026
PyTorch C++
Aug 2026
PostgreSQL
Aug 2026
Polars
Aug 2026
Platform Engineering
Aug 2026
Pandas
Aug 2026
NumPy
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobs
Senior Quantitative Developer
6 days agoEquity • Full-Time • Bachelor's Degree
C++
Java
Python
PyTorch C++
Databases
PostgreSQL
TimescaleDB
AI/ML
LightGBM
NumPy
Pandas
Polars
PyTorch
XGBoost
DevOps
CI/CD
Docker
Git
Platform Engineering
Apply
Full Stack Engineer (AI Systems)
16 days agoRemote/Hybrid • Master's Degree
Node JS
Python
SQL
JavaScript
AI Agents
PyTorch
RAG
Frontend
Next.js
React.js
DevOps
Docker
Kubernetes
Apply
VP of Research (Machine Learning)
17 days agoFull-Time • Singapore
Python
JAX
Knowledge Distillation
Multimodal AI
PyTorch
RAG
Apply
Technical Lead (Machine Learning)
17 days agoFull-Time • Singapore
Python
Fine-tuning
JAX
Knowledge Distillation
LoRA
PyTorch
QLoRA
PEFT
Apply
Apply
Principal Machine Learning Engineer
17 days agoFull-Time • Singapore
DeepSpeed
Diffusion Models
Fine-tuning
JAX
Knowledge Distillation
LLM
LoRA
Multimodal AI
PyTorch
QLoRA
Quantization
Ray
Reinforcement Learning
RLHF
Spark
TensorRT
TensorRT-LLM
vLLM
PEFT
Apply
iOS Software Developer
17 days agoFull-Time • Singapore
SQL
Swift
TensorFlow
Mobile
Core ML
SPM
SwiftUI
Apply
Android Software Engineer
17 days agoFull-Time • Singapore
Java
Kotlin
SQL
Kotlin Coroutines
AI/ML
Computer Vision
TensorFlow
Mobile
ML Kit
DevOps
gRPC
Apply
AI Backend Engineer (Agent Systems)
17 days agoFull-Time • Singapore
Node JS
Python
SQL
JavaScript
Embeddings
Multimodal AI
PyTorch
DevOps
Docker
Kubernetes
Apply
FlexPLM Support Engineer
28 days agoIn office • Full-Time • Bachelor's Degree • Guangzhou
JavaScript
SQL
Apply
Senior QA Engineer
2 months agoIn office • Full-Time • Bachelor's Degree • Dubai
SQL
Apache Kafka
DevOps
CI/CD
Kubernetes
Apply
Data Engineer (m/f/d)
2 months agoRemote/Hybrid • Full-Time • Munich
Python
SQL
Apache Kafka
Databricks
Snowflake
AI/ML
Spark
DevOps
AWS
Azure
Docker
GCP
Terraform
Apply
(Senior) Data Scientist (m/f/d)
2 months agoRemote/Hybrid • Full-Time • Munich
Python
LangChain
LLM
Scikit-learn
Apply
Lead Full Stack Engineer
3 months agoFull-Time • Bachelor's Degree
Go
Node JS
JavaScript
React.js
DevOps
WebSockets
Apply
Head of Compliance and Risk Management Division
3 months agoFull-Time • Bachelor's Degree • Jakarta
Apply
Senior Frontend Developer (JavaScript, Shopify)
3 months agoRemote • Full-Time • Cologne
JavaScript
Copilot
Cursor
Frontend
JQuery
DevOps
Git
Apply
AI Engineer Consultant
5 months agoMunich
C#
JavaScript
SQL
.NET
AI/ML
Embeddings
Fine-tuning
Knowledge Distillation
LangChain
LLM
Model Context Protocol
Prompt Engineering
RAG
Semantic Kernel
DevOps
Azure
Azure DevOps
CI/CD
Git
Apply
Founding Robot Learning Research Engineer
5 months ago$100k – $180k per year • Full-Time • Bachelor's Degree • Hanoi
Diffusion Models
Fine-tuning
JAX
Multimodal AI
PyTorch
VLM
DevOps
CI/CD
Robotics
Inverse Kinematics
ROS
ROS2
SLAM
Teleoperation
Apply
Apply
Remote
Java
AI Agents
Claude
Copilot
LLM
Prompt Engineering
DevOps
AWS
CI/CD
Rest API
Apply
Growth
Hiring Momentum
50/100
Stable
Open positions
22
8 opened / 1 closed in 30 days
Median time-to-fill
186 days
faster than 11% of the market
ATS activity
Every ~1 days
08/11/2026
Hiring Dynamics
0%
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
29% ▲
Data Science
21% ▼
Backend
14% ▼
Mobile
14% ▲
QA
7% ▼
Executive
7% ▲
Actively hiring for AI/ML (+4 in 30 days)
Activity Timeline
+8 jobs in a week
Jul 2026
Added SolidWorks to stack
Jul 2026
Added KiCad to stack
Jul 2026
Added Gazebo to stack
Jul 2026
Added Rest API to stack
Jul 2026
Added Claude to stack
Jul 2026
Added VLM to stack
Jul 2026
Added Teleoperation to stack
Jul 2026
Added SLAM to stack
Jul 2026
Added ROS2 to stack
Jul 2026
Added ROS to stack
Jul 2026
Added Inverse Kinematics to stack
Jul 2026

Weekday
NVIDIA
Clera
Qualcomm
Jobgether
Snowflake