Requirements: Experience: 2+ years in ML/AI. Language: Python + FastAPI. ML domain stack: depth in at least 2 out of 4 domains: Classical ML: sklearn, XGBoost, CatBoost (scoring, fraud, recommendations). CV: YOLO, SAM, OpenCV (deployment of detection/segmentation models). LLM & RAG: LangChain, Milvus, prompt engineering, agents. Audio/Speech: Whisper, NeMo, Triton (ASR); Piper, CosyVoice (TTS). Airflow (DAG, debugging) + basic MLOps (versioning, monitoring). Will be a plus: Expertise in 3 or 4 domains from the list above. Serving & MLOps: Triton, vLLM, MLflow, DVC. Tools: Embeddings (fastembed), queues (Kafka, Celery/Redis), Dify, Streamlit. CI/CD & DevOps: OpenShift, ArgoCD (GitOps), Prometheus, Grafana.

**Location:**📍Almaty.

Contact for application: recruiter contact