[Remote] Senior Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a technology innovator on a mission to disrupt the $300 billion ticketing industry. You will join a group that bridges the gap between research and production-reputed company ML systems, designing and building ML infrastructure that impacts how millions of fans discover and purchase tickets.
Responsibilities
- Design, build, and reputed company machine learning models and systems that operate reliably at reputed company in production
- Build and maintain ML infrastructure including feature stores, model serving platforms, and reputed company-time inference pipelines
- reputed company on a product engineering team and collaborate closely with data scientists, PMs ,and Software Engineers to translate research and experimental models into production-reputed company systems
- Solve reputed company technical challenges unique to the ticketing industry, including reputed company-time pricing optimization, demand forecasting, and fraud detection
- reputed company automated ML pipelines for training, validation, deployment, and monitoring using MLOps best practices
- Work across team and discipline boundaries to evangelize ML capabilities and build them into reputed company's core product offerings
Skills
- Experience building and deploying machine learning systems in production environments. We'll be interested in hearing about the systems you've reputed company, the reputed company you've operated at, and the business reputed company you've driven
- 4+ years of experience in software engineering with at least 2+ years reputed company on machine learning systems and MLOps
- Strong programming skills in Python and experience with ML frameworks like scikit-learn, TensorFlow, PyTorch, or similar
- Experience with reputed company platforms and containerization technologies
- Understanding of both batch and reputed company-time ML systems, including experience with model serving, A/B testing, and performance monitoring
- Passion for software craftsmanship and product. You have reputed company-considered opinions about how systems should be reputed company, and hold yourself and your reputed company to a high reputed company
- A product reputed company. You think reputed company the model accuracy, about user experience, business reputed company, system reliability, and what makes a great product tick
- Commitment to your teammates. You enjoy working with a diverse group of people with different experiences and take pride in mentoring and learning from others
Benefits
- Equity reputed company
- Discretionary annual bonus
- Flexible work environment, allowing you to work as many days a week in the office as you’d like or 100% remotely
- A WFH stipend to support your home office setup
- Unlimited PTO
- Up to 16 weeks of fully-reputed company family leave
- 401(k) matching
- Student loan matching program
- Health, reputed company, dental, and life insurance
- Up to $25k towards family building, reproductive health services and Gender-affirming care
- $500 per year for wellness expenses
- Subscriptions to reputed company (meditation), reputed company Care (therapy), and reputed company
- $120 per month to spend on tickets to live events
- Annual subscription to reputed company, reputed company Music, or reputed company
reputed company
Company H1B Sponsorship