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À propos
Lead the design, development, and deployment of advanced machine learning and generative AI models aimed at improving customer onboarding efficiency Apply a strong understanding of machine learning fundamentals to solve complex business problems Stay up-to-date with the latest advancements in data science and AI Utilize robust statistical knowledge to inform model development, interpret results, and ensure reliability of analytical insights Demonstrate exceptional problem-solving skills to tackle unique challenges within the customer journey Design, implement, and rigorously test Generative AI and ML solutions, evaluating their performance and impact Strategically determine the most appropriate modeling approach for specific problems Collaborate closely with engineering and product teams to deploy models into production environments Leverage cloud computing services to build and maintain robust data science infrastructure and pipelines Requirements:
5+ years in a data science role with a proven track record of delivering impactful, production-grade solutions Proficiency in SQL and Python Deep expertise in the data science ecosystem (e.g., PyTorch, Transformers, scikit-learn, and XGBoost/LightGBM) Demonstrated experience with Generative AI concepts, including practical application in developing and testing GenAI solutions Experience building Agentic Workflows and implementing RAG architectures Familiarity with MLOps best practices and deploying models into production Expertise in LLM evaluation frameworks (e.g., RAGAS, DeepEval) and implementing guardrails for reliable customer-facing outputs Strong foundation in statistics, including hypothesis testing, experimental design, and causal inference Hands-on experience with cloud platforms, with a strong preference for Microsoft Azure Excellent communication skills to translate complex technical concepts into actionable insights Familiarity with coding in C# and .NET is a bonus Benefits:
Flexible time off with ample learning and development opportunities Comprehensive onboarding program Leadership training for Titans at all levels Great work is rewarded through Bonusly, peer-nominated awards, and more Company-paid medical, dental, and vision (with 100% employer paid options and 90% coverage for dependents) FSA and HSA 401k match Telehealth options including memberships to One Medical Parental leave and support Up to $20k in fertility services (i.e. IUI and IVF) Surrogacy and adoption reimbursement On demand maternity support through Maven Maternity Free breast milk shipping through Maven Milk Pet insurance Legal advisory services Financial planning tools
Compétences linguistiques
- English
Avis aux utilisateurs
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