Senior Machine Learning Engineer
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Senior Machine Learning Engineer: Design, build, and deploy ML models and infrastructure for ticketing marketplace with an accent on real-time pricing, demand forecasting, personalization, and fraud detection. Focus on developing scalable MLOps pipelines, feature stores, model serving, and real-time inference systems to drive business impact at massive scale.
Location: Remote - United States
Salary: $145,000 - $209,000 USD
Company
Technology innovator disrupting the $300 billion ticketing industry to simplify experiences for performers, venues, and fans.
What you will do
- Design, build, and deploy machine learning models and systems that operate reliably at scale in production
- Build and maintain ML infrastructure including feature stores, model serving platforms, and real-time inference pipelines
- Embed on product engineering teams to collaborate with data scientists, PMs, and engineers translating research into production systems
- Solve ticketing-specific challenges like real-time pricing optimization, demand forecasting, and fraud detection
- Develop automated ML pipelines for training, validation, deployment, and monitoring using MLOps best practices
- Evangelize ML capabilities across teams to integrate into core product offerings
Requirements
- Location: Must be in the United States for remote work
- Experience building and deploying ML systems in production, including scale and business impact
- 4+ years software engineering with 2+ years in ML systems and MLOps
- Strong Python skills and experience with ML frameworks like scikit-learn, TensorFlow, PyTorch
- Experience with cloud platforms, containerization, batch/real-time ML, model serving, A/B testing, monitoring
- Product mindset focused on user experience, reliability, and business impact
Culture & Benefits
- Flexible work: 100% remote or as many office days as preferred
- Equity stake and discretionary annual bonus
- Unlimited PTO and up to 16 weeks fully-paid family leave
- 401(k) matching, student loan matching, comprehensive health insurance
- WFH stipend, wellness expenses, family building support up to $25k
- Subscriptions to Headspace, One Medical, and $120/month for live event tickets
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