Software Engineer - Training Product

Навыки

• API (интеграции)
• Коммуникация
• Распределённые системы
• Дообучение моделей
• Kubernetes
• Инференс LLM
• Machine Learning

О компании и продукте

• Baseten powers mission-critical inference for the world's most dynamic AI companies, like Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma and Writer. By uniting applied AI research, flexible infrastructure, and seamless developer tooling, we enable companies operating at the frontier of AI to bring cutting-edge models into production. We're growing quickly and recently raised our $1.5B Series F https://www.baseten.co/blog/announcing-our-series-f/, led by Altimeter Capital, Conviction Partners, and Spark Capital. Join us and help build the platform engineers turn to to ship AI products.
• We’re looking for a customer-obsessed software engineer to come ship with us. You’ll own features like multi-node training and products like serverless reinforcement learning (RL) from conception to MVP (and from MVP to GA!). You’ll work through the stack, architecting solutions from API and UI down to our infrastructure layer. You’ll fine tune models yourself to develop an understanding of user workflows. You’ll work closely with research engineers leveraging state-of-the-art training techniques to build experiences that accelerate model development and solve for real pain points. If you’re excited to dive deep into the training, let’s talk!
• Take a look at what we’ve built so far:
• Overview of the product so far https://www.baseten.co/blog/baseten-training-is-ga/#training-is-now-ga

Задачи

• Iterate like crazy
• Design ergonomic APIs and abstractions to model complex resources and lifecycles
• Work throughout the stack (API layer, backend and database implementation, infra layer
• frontend is a plus) to implement features
• Fine-tune and deploy models to develop intuition around training workflows
• Partner closely with model developers and world-class research engineers to understand the requirements and pain points of post-training workflows
• Drive long-term improvements to improve reliability of systems and velocity of development
• Fix bugs & resolve customer issues with urgency

Требования

• 5+ years experience building software applications
• Deep knowledge of the web stack, databases, and distributed systems
• Experience developing developer tooling or infrastructure products for external or internal users
• Good taste in product, particularly developer-oriented tools
• Interest in ML/AI infrastructure and willingness to learn
• Driven by high agency and ownership
• Strong communication skills with the ability to bridge technical depth and business needs

Будет плюсом

• Experience launching features and products through different release cycles (MVP, Beta, GA, etc.)
• Experience with model development methods and paradigms, like Supervised Fine-Tuning, Reinforcement Learning, Synthetic Data Generation, LoRA, Full Finetunes, etc
• Familiarity or experience with the open source training stack and frameworks (NCCL, PyTorch, Megatron, NemoRL, VeRL, Axolotl, HF Trainer) and distributed training techniques (FSDP, DeepSpeed)
• Experience developing AI products, tooling, or agents
• Frontend fluency

Условия

• Competitive compensation, including meaningful equity
• 100% coverage of medical, dental, and vision insurance for employee and dependents
• Flexible PTO policy including company wide Winter Break (our offices are closed from Christmas Eve to New Year's Day!)
• Paid parental leave
• Fertility and family-building stipend through Carrot
• Company-facilitated 401(k)
• Exposure to a variety of ML startups, offering unparalleled learning and networking opportunities
• If you are a motivated individual with a passion for machine learning and a desire to be part of a collaborative and forward-thinking team, we would love to hear from you
• At Baseten, we are committed to fostering a diverse and inclusive workplace
• We provide equal employment opportunities to all employees and applicants without regard to race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status
• We are an Equal Opportunity Employer and will consider qualified applicants with criminal histories in a manner consistent with applicable law (by example, the requirements of the San Francisco Fair Chance Ordinance, where applicable)

Паспорт вакансии

История публикации

Откуда что взялось

Отмечено то, что вывели мы. Без пометки — значение назвал работодатель.

Почему на этом месте в выдаче

Порядок выдачи объявлен контрактом: свежесть решает между днями, полнота и зарплата — внутри дня.