2 часа назад
Staff Software Engineer, Behavior ML Data (AI)
193 930 - 352 290$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Software Engineer, Behavior ML Data (AI): Designing and building scalable data ingestion, processing, and active learning systems that transform autonomy data into targeted training datasets with an accent on ML data quality, data mining, and production infrastructure. Focus on building petabyte-scale pipelines, automating labeling workflows, operating inference and embedding systems, and enabling researchers to identify model failure modes and data distribution shifts.
Location: Mountain View, California, United States
Salary: $193,930–$352,290 base pay annually, plus annual performance bonus, equity, and benefits.
Company
develops Level 4 autonomous driving technology and a universal autonomy platform for robotaxis, logistics fleets, and personal vehicles.
What you will do
- Design and build scalable data ingestion and processing pipelines that convert autonomy data streams into targeted training datasets.
- Lead data quality, anomaly detection, and out-of-distribution data initiatives for model training and deployment.
- Develop ML tooling and visualization systems for data introspection, model failure analysis, sample querying, and distribution-shift investigation.
- Collaborate with autonomy, infrastructure, and data operations teams to define data interfaces, APIs, quality standards, and automated QC workflows.
- Operationalize active learning and data mining systems, including large-scale inference, embedding computation, vector database management, and informative sample selection.
Requirements
- 7+ years of experience architecting and delivering complex, multi-system ML data engineering systems with technical leadership.
- B.S. or M.S. in Computer Science, Artificial Intelligence, Electrical Engineering, Robotics, or equivalent practical experience.
- Strong proficiency in C++ and Python, with experience managing petabyte-scale data.
- Understanding of end-to-end ML data pipelines and their interaction with model training and evaluation.
- Experience turning data concepts such as uncertainty sampling into stable, continuously operating production services.
- Subject matter expertise or research experience in machine learning, deep learning, or robotics, with familiarity with ML for autonomous driving.
Nice to have
- Experience working with productionized AI systems and large-scale ML data engines.
- Experience with workflow orchestration, data understanding interfaces, and ML frameworks for foundation model training.
- Expertise in active learning, pre-training, and data-centric AI for autonomous systems.
Culture & Benefits
- Annual performance bonus and equity.
- Competitive employee benefits package.
- Inclusive workplace focused on diversity and psychological safety.
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