Software Engineer (AI/ML Infrastructure)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Software Engineer (AI/ML Infrastructure): Designing and scaling core infrastructure for machine learning and self-hosted LLM applications with an accent on low-latency serving, distributed training, and high-throughput GPU inference. Focus on building dependable, production-grade systems that power critical marketplace features like recommendations, fraud detection, and seller tooling.
Location: Must live within commuting distance of New York, Seattle, Los Angeles, or San Francisco hubs.
Salary: $190,000 – $300,000 + Equity
Company
is the largest livestream shopping platform in North America and Europe, enabling creators to build businesses through live commerce.
What you will do
- Own the infrastructure powering AI and ML models across critical business surfaces including growth, recommendations, and trust and safety.
- Prototype, deploy, and productionalize novel ML architectures that shape user experience and marketplace dynamics.
- Design and scale inference infrastructure capable of serving large models with low latency and high throughput.
- Build distributed training and inference pipelines leveraging GPUs and both model and data parallelism.
- Collaborate with machine learning scientists to bring cutting-edge models into production.
Requirements
- Must live within commuting distance of New York, Seattle, Los Angeles, or San Francisco hubs.
- 4+ years of professional experience developing machine learning systems and algorithms.
- 3+ years of software engineering experience building and maintaining production systems for consumer-scale loads.
- 1+ years of professional experience developing software in Python.
- Experience with operational, search, and key-value databases such as PostgreSQL, DynamoDB, Elasticsearch, and Redis.
- Familiarity with cloud computing platforms and managed services such as AWS Sagemaker, Lambda, Kinesis, S3, EC2, EKS/ECS, Apache Kafka, and Flink.
Culture & Benefits
- Flexible Time off Policy and company-wide holidays including spring and winter breaks.
- Comprehensive health insurance options including medical, dental, and vision.
- 401k offering with employer match up to 4% of base salary.
- Home office setup allowance plus monthly stipends for cell phone and internet.
- 16 weeks of paid parental leave with a gradual return-to-work program.
- Monthly allowance to dogfood the app as both a buyer and seller.
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