Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
EU-based electronics, embedded systems and industrial AI engineering for regulated industries. Reliable, certification-ready hardware, built to last.
Technologies
Tech DNA
Python
PyTorch
TensorFlow
LangChain
Milvus
Pinecone
Qdrant
LLM
LoRA
QLoRA
AI/ML
Python
Docker
Kubeflow
MLFlow
CI/CD
Git
Ansible
Docker Compose
Kubernetes
Terraform
Computer Vision
DVC
NLP
NumPy
ONNX
Pandas
PyTorch
Scikit-learn
TensorFlow
TensorRT
Time Series Forecasting
Weights & Biases
CUDA Toolkit
Fine-tuning
LangChain
LLM
LoRA
Ollama
QLoRA
TGI
vLLM
PEFT
Edge AI
TPU
cuDNN
Hugging Face
Milvus
Pinecone
Qdrant
Stack modernity
87/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
MLFlow
2 jobs
Required
$90k
-53% vs market
Kubeflow
2 jobs
Required
$90k
-48% vs market
Docker
2 jobs
Required
$90k
-40% vs market
Python
1 job
Required
$96k
-47% vs market
DVC
1 job
Required
$96k
-47% vs market
Weights & Biases
1 job
Required
$96k
-54% vs market
Scikit-learn
1 job
Required
$96k
-42% vs market
Computer Vision
1 job
Required
$96k
-53% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
19%
CI/CD
15%
Kubernetes
13%
LLM
13%
Docker
12%
Terraform
10%
Share of companies in the same industry that use each technology.
Stack changes
Hugging Face
Aug 2026
cuDNN
Aug 2026
TPU
Aug 2026
Edge AI
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Qualcomm
Jobgether
NVIDIA
Adobe
Sber
Booz Allen Hamilton
Growth
Hiring Momentum
48/100
Stable
Open positions
2
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.
Data Science
50% ▲
DevOps
50% ▲
Jobs
AI Infrastructure Engineer / MLOps (k/m)
1 month ago$52k – $84k per year • Remote • Full-Time • Bydgoszcz
Milvus
Pinecone
Qdrant
AI/ML
CUDA Toolkit
Fine-tuning
Kubeflow
LangChain
LLM
LoRA
MLFlow
Ollama
QLoRA
TGI
vLLM
PEFT
cuDNN
Hugging Face
DevOps
Ansible
Docker
Docker Compose
Kubernetes
Terraform
Apply
Data Scientist
1 month ago$64k – $97k per year • Remote • Full-Time • Bydgoszcz
Python
Computer Vision
DVC
Kubeflow
MLFlow
NLP
NumPy
ONNX
Pandas
PyTorch
Scikit-learn
TensorFlow
TensorRT
Time Series Forecasting
Weights & Biases
Edge AI
TPU
DevOps
CI/CD
Docker
Git
Apply