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Senior Staff Data Scientist
Не указаноПолная занятостьData ScienceEnterprise Software
Lead advanced data science and machine learning initiatives for an enterprise AI platform. Own complex problems from ideation through production, shape technical direction, and mentor data scientists in a cross-functional environment.
Обязанности
- Lead the development and evolution of data science and machine learning capabilities, including noise reduction, anomaly detection, root cause analysis, and AI-powered product features.
- Own data science problems end to end, including problem definition, experimentation, model development, evaluation, productionization, and deployment.
- Develop algorithms and models using machine learning, deep learning, natural language processing, anomaly detection, and statistical modeling.
- Partner with Product, Engineering, Quality, and Architecture teams to create scalable and reliable machine learning solutions.
- Set technical direction and mentor data scientists while promoting best practices in modeling, experimentation, evaluation, and machine learning engineering.
- Monitor advances in artificial intelligence and machine learning and identify opportunities to apply them to products.
Требования
- 6–8+ years of experience in data science, machine learning, algorithm development, or a related field.
- Advanced expertise in at least one area including anomaly detection, machine learning, deep learning, natural language processing, or statistical modeling.
- Proven experience taking complex data science or machine learning problems from ideation to production.
- Strong Python skills and hands-on experience with modern data science and machine learning frameworks.
- Experience working with large, complex datasets and developing evaluation methodologies and metrics for models and data-driven products.
- Strong technical leadership, problem-solving, communication, and cross-functional collaboration skills.
Будет плюсом
- Experience with large language models or generative AI.
- Experience applying AI to workflows, decision-making, or problem-solving.