Company Address:
600 Harrison St, Floor 3, San Francisco, CA 94107, US
About Udemy Our mission is to improve lives through learning by providing flexible, effective skill development to empower organizations and individuals. Through our global marketplace platform, we provide the tools learners, instructors, and enterprises need to achieve their goals and reach their full potential.
Udemy is looking for a data scientist to join a team focused on leveraging deep learning to build user-facing learning experiences and to drive more effective personalization for Content Recommendations and Marketing use cases. You will work as part of a cross-functional agile team that includes data scientists, machine learning engineers, software engineers, designers, and product managers.
What you'll be doing Develop machine learning models at scale from inception to business impact
Adapt standard machine learning methods to solve business problems
Design and analyze randomized controlled experiments
As needed, develop robust feature and inference pipelines, and write production code
Identify significant new opportunities for data science and product roadmaps, and influence roadmap prioritization
Apply specialized domain knowledge to identify opportunities and influence prioritization of improvements to existing model architectures, methods and approaches
Design and partner with ML Engineers to build systems and services to understand deep learning application performance and perform root cause analysis
Provide hands-on technical guidance and mentorship for team members
Autonomously lead planning and execution for complex problem spaces and major cross-team initiatives
Work directly with partner teams and stakeholders to own projects which address related problems, and help set technical direction for projects owned by others
Work autonomously, relentlessly prioritize, and collaborate with team members across time zones
Advocate for technical quality and engineering best practices
What you'll have 6+ years of hands-on Data Science or ML Engineering experience (4+ if you have a PhD)
4+ years of hands-on experience in one of the following technical domains:
machine learning, recommendation systems, pattern recognition, NLP, artificial intelligence, or a related technical field
Proficiency with 1+ programming language(s) (e.g. Python)
Ability to communicate effectively with both technical and non-technical stakeholders
We understand that not everyone will match each of the above qualifications. However, we also realize that everyone has unique experiences that can add value to our company. Even if you think your background might not perfectly align, we'd love to hear from you!
Our Benefits Start With U Our benefits package at Udemy 'starts with U' and is grounded in mission-driven benefits that intentionally align with our core values. Here's a sneak peek at just a few highlighted benefits if you're a full-time Udemate based in the United States:
Core Benefits:
Comprehensive medical, dental, vision, life/AD&D, and disability coverage
HSA/FSA/Commuter:
Pre-tax savings/spending plans, including HSA employer contributions
Transgender Benefits:
Expanded medical coverage for gender-affirming care
Parental Benefits:
Financial assistance for fertility (including egg-freezing), adoption, and surrogacy expenses; twelve weeks of paid family bonding for birth, surrogacy, adoption, and foster placement (plus up to six to ten weeks of paid disability leave for birthing parents) as well as a two-week 'ease-back' program that enables parents to return part-time at full pay
Whole U:
Fully paid memberships for meditation/mindfulness, therapy/coaching visits, financial planning, fertility and family building, maternity and newborn care, parenting and pediatrics, menopause care, breastmilk shipping, and caregiving support
Learning:
Free access to Udemy and Udemy Business plus a yearly stipend to spend on professional development
Retirement:
Pre-tax and Roth 401(k) plan with an employer contribution
Vacation:
Flexible vacation for salaried Udemates and fifteen days per year for hourly
Holidays:
Twelve paid holidays throughout the year
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