About the Role
Kogo poszukujemy?
Advanced Python programming, SDLC; familiar with AWS, Azure, GCP
Strong statistics, linear algebra, calculus
Skilled in ETL, data pipelines, modeling, SQL/NoSQL
Proficient in ML libraries: scikit-learn, PyTorch, TensorFlow, Hugging Face
Experienced in NLP/NLU: text processing, embeddings, NER, semantic analysis
Hands-on with neural networks for NLP, computer vision
Deep understanding of LLMs: transformers, embeddings, tokenization, API integrations
Proficient in prompt engineering and orchestration tools (LangChain, LangGraph, Semantic Kernel, Crew AI)
Experience with vector databases (Pinecone, Weaviate, FAISS, Milvus) in GenAI solutions
Strong Python software engineering: coding standards
Experience in code reviews, debugging, testing, version control
Familiar with CI/CD, automation (GitHub, Azure DevOps, Docker, Kubernetes)
Experience containerizing AI solutions, deploying in enterprise environments
Skilled in integrating logging, monitoring, alerting
Capable of designing scalable, resilient, secure end-to-end systems
Expertise in API design, event-driven architectures, microservices, serverless, containers
Familiar with enterprise integration patterns (messaging, pub/sub, event sourcing)
Knowledge of IAM, RBAC, secrets management, network security (VPCs, firewalls)
Czym będziesz się zajmować?
Designing and implementing modern applications
Actively participating in the process of creating high-performance solution architecture
Creating project documentation
Participating in software deployments and collaborating with users to resolve ongoing issues
Tech Stack
PythonAWSAzureGCPscikit-learnPyTorchTensorFlowHugging FaceNLPLLMsLangChainLangGraphDockerKubernetesvector databases