Sr Software Engineer (ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Sr Software Engineer (ML): Design and evolve machine learning systems for a real-time pricing engine with an accent on automated training pipelines, ETL processes, and scalable model delivery. Focus on optimizing model integrity, reducing training-serving skew, and translating commercial needs into technical ML solutions.
Location: Remote (USA / New York)
Salary: $110,000 – $300,000
Company
Travel fintech platform leveraging advanced machine learning to bring transparency and flexibility to millions of travelers globally.
What you will do
- Design and implement automated, reusable training pipelines to ensure consistent and scalable model delivery.
- Build ETL pipelines with thoughtful feature engineering to provide reliable inputs for pricing models.
- Develop and deploy real-time ML pricing solutions to production, owning the entire lifecycle from model to live environment.
- Monitor production systems for latency, drift, and training-serving skew to maintain model integrity.
- Execute champion-challenger tests on pricing levers to respond to shifting market conditions.
- Collaborate with data scientists and product stakeholders to translate business needs into technical solutions.
Requirements
- 5+ years of experience in production ML systems or large-scale pricing platforms.
- Proficiency in Python, Scala, and SQL applied to production systems.
- Experience in data modelling, software architecture, and distributed data processing frameworks at scale.
- Deep understanding of ML algorithms for pricing, demand forecasting, or similar commercial domains.
- Must be based in the USA (indicated by US-specific benefits such as 401k and US health insurance).
Culture & Benefits
- Competitive salary and pre-IPO equity packages.
- Unlimited PTO and Carrot Cash travel stipend.
- Work-from-home stipend and on-demand access to co-working spaces via FlexDesk.
- 100% employer-paid Medical, Dental, and Vision coverage.
- Access to 401k plan, HRA, and DCA/FSA.
- Entrepreneurial culture with open communication and high-impact, small teams.
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