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Middle Cientista de Dados
Contratual
Cazaquistão
IntegralTrabalho remoto
Experiência de trabalho
3 anos 1 mês
Último local de trabalho
Hybrid AI
Data Scientist
3 anos 1 mês
Sobre mim
Sobre mim
Data Scientist with 3+ years of experience building production ML systems in ad tech and scientific computing. Work spans online optimization, bidding models, computer vision and generative pipelines, large-scale data processing, and physics-informed neural networks.
Experiência em Affiliate
Dados ausentes
Experiência de trabalho3 anos 1 mês
Outubro 2023 - até o presente
(3 anos 1 mês)
Hybrid AI
Data Scientist
- Designed and launched multi-armed-bandit creative optimization, increasing CTR by 3-5%.
- Added features to a bidding model that improved ROC-AUC by 1.5 percentage points.
- Built and productionized a FastAPI service for banner generation using Triton, MinIO, and MongoDB; combined text
detection, segmentation, inpainting, and image generation.
- Improved deployed generation models and reduced data transfer between model stages by 10x.
- Automated product reporting, reducing information turnaround time by 5x; built a Spark-based whitelist generation service.
- Integrated services into production, reviewed code, and helped onboard new team members.
Habilidades
Dados ausentes
Proficiência em idiomas
Dados ausentes
Emprego
Emprego
Integral, Parcial, Projeto
Formato de trabalho
Trabalho remoto, Híbrido, Escritório
Horário de trabalho
Flexível, 5/2
Mudança
Possível
Viagens de negócios
Viagens de negócios são possíveis