lululemon Staff AI/ML Applied Scientist
$211.88k - $278.09k per yearlululemon
- Designing and deploying machine learning and predictive/generative AI models for demand forecasting, optimization, personalization and search, intelligent automation, and multimodal content creation and enrichment
- Applying NLP, computer vision, multimodal, or time ‑ series modeling techniques to enterprise-scale data sets that are a mix of structured and unstructured data
- Establishing frameworks for productionizing AI solutions and how AI/ML model performance translates into business decisions.
- Acting as a senior technical partner to product, engineering, and business leaders on AI feasibility, risk, and value realization across a multi-year roadmap
- Establish AI/ML solution frameworks for how specific business domains apply AI/ML to business problems, and develop production-ready AI/ML models and solutions that deliver business value
- Drive the technical design and delivery of AI/ML solutions for complex business problems, applying advanced techniques to deliver measurable business impact, through production-ready models that scale effectively
- Guide best practices defining how the organization transforms data into intelligent systems through AI/ML, designing AI/ML pipelines in partnership with software engineering teams
- Establish experimentation standards defining rigorous evaluation approaches, business impact measurement, and validation practices across organization
- Drive business domain integration ensuring AI/ML solutions are informed by business context, stakeholder needs are met
- Bachelor's degree in computer science, mathematics, or related field; Master's or PhD preferred
- 9-12 years of AI/ML research in industrial/corporate setting, or equivale research experience, including educational experience (e.g., a PhD degree)
- Demonstrated experience in technically leading applied AI/ML solution delivery for high ‑ impact business problems where solution architecture, model choice, evaluation rigor, quality, and trade ‑ off decisions materially affect outcomes
- Experience designing complex AI/ML solutions with multiple models and components and deploying them to production
- Experience guiding how the team evaluates and adopts emerging and state-of-the-art methods at scale for specific use-cases
- Experience establishing domain-wide frameworks for AI/ML solution design and implementation including development standards, evaluation criteria, and responsible AI requirements adopted across teams.
- Experience with ML implementation using commonly used tools such as Python, pyTorch , cloud ML platforms and libraries, open-source toolkits, and creating reusable ML components
- Acknowledge the presence of choice in every moment and take personal responsibility for your life.
- Possess an entrepreneurial spirit and continuously innovate to achievegreat results.
- Communicate with honesty and kindness and create the space for others to do the same.
- Lead with courage, knowing the possibility of greatness is bigger than the fear of failure.
- Foster connection by putting people first and building trusting relationships.
- Integrate fun and joy as a way of being and working, akadoesn'ttake yourself too seriously.
- Extended health and dental benefits, and mental health plans
- Paid time off
- Savings and retirement plan matching
- Generous employee discount
- Fitness & yoga classes
- Parenthood top-up
- Extensive catalog of development course offerings
- People networks, mentorship programs, and leadership series (to name a few)
workplace arrangement In-person collaboration and connection is important to our culture. Work is performed onsite, minimum 4 days per week. #LI-AG2
$146.83k - $192.72k per year
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