2 часа назад
Software Engineer, ML Data (Machine Learning)
180 000 - 230 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Software Engineer, ML Data (Machine Learning): Building reliable, scalable, and cost-efficient ML data platform systems for data lakes, dataset generation, model training, analytics, reporting, and monitoring with an accent on large-scale machine learning infrastructure. Focus on designing systems that support neural networks and 1.5 billion ML inferences per second using Python, Golang, AWS, PyTorch, PySpark, Trino, Hive, Iceberg, and ClickHouse.
Location: Hybrid, with 2 days per week in a Bay Area office in Redwood City or San Francisco. Quarterly in-person team gatherings are expected.
Base salary: $180,000–$230,000 per year in the San Francisco Bay Area, plus equity and benefits.
Company
is an AI-powered performance marketing platform for the mobile app economy, helping marketers acquire and retain users and publishers maximize revenue.
What you will do
- Build the next-generation ML platform supporting neural networks and approximately 1.5 billion inferences per second.
- Design and implement reliable, scalable, and cost-efficient data lake infrastructure.
- Develop dataset generation and model training infrastructure for large-scale machine learning.
- Build analytics, reporting, and monitoring infrastructure.
- Use AWS, Weights & Biases, PyTorch, PySpark, Trino, Hive, Iceberg, ClickHouse, and in-house tooling.
- Collaborate with ML, software, and infrastructure engineers to enable new ML models and technologies.
Requirements
- Very strong coding ability in Python and Golang.
- Strong computer science fundamentals, including data structures, algorithms, and systems architecture.
- 6+ years of industry experience.
- Experience designing reliable and scalable data or infrastructure systems.
- Ability to work hybrid from a office in the San Francisco Bay Area two days per week.
Nice to have
- Experience with Spark.
- Experience building machine learning tooling or platforms for large-scale problems.
- Experience in a high-growth startup environment.
Culture & Benefits
- Fast-paced, collaborative, and innovative work environment.
- Opportunities for employee growth and meaningful impact.
- Equity and health, vision, and dental benefits associated with the employee’s country of residence.
- Additional benefits may include medical coverage, wellness stipends, and other location-dependent perks.
- In-person project meetings, regional meetups, and company-wide events.
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