Sr./Staff Machine Learning Engineer - Data (AI)
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Описание вакансии
TL;DR
Sr./Staff Machine Learning Engineer - Data (AI/Robotics): Developing and optimizing large-scale data pipelines and tooling to power autonomous trucking intelligence with an accent on data stratification, ELT pipelines, and scalable AI infrastructure. Focus on automating ML workflows using Airflow/Metaflow, improving metrics dashboards, and utilizing LLMs for dataset curation and problem discovery.
Location: Onsite in Mountain View, CA (San Francisco Bay Area)
Salary: $200,000 - $265,000 USD
Company
develops an AI-powered technology stack purpose-built for autonomous commercial trucking and the public sector.
What you will do
- Automate ML pipelines using orchestration frameworks such as Airflow and Metaflow.
- Stratify datasets using auto-generated and manually labeled signals to improve information content and deduplicate data.
- Scale and optimize metrics dashboards and underlying datastores to handle growing test volumes cost-effectively.
- Develop advanced tooling for dataset curation, mining, evaluation, and labeling, including the integration of LLMs.
- Contribute to the development of scalable AI infrastructure for continuous learning and deployment across the vehicle fleet.
Requirements
- MS or PhD in Computer Science, Robotics, Engineering, Mathematics, or a related technical field.
- 3+ years of practical experience working with Machine Learning teams.
- Proficiency in Python.
- Proven ability to build scalable ELT pipelines and data models using SQL and modern data lakes.
- Strong software engineering fundamentals including testing, debugging, and system design.
- Must be based in or able to work onsite in the San Francisco Bay Area (Mountain View, CA).
Culture & Benefits
- Competitive compensation package including equity and annual bonuses.
- Comprehensive Medical, Dental, and Vision plans (including infertility benefits).
- Flexible PTO, 10 paid holidays, and generous parental leave policies.
- Dog-friendly office in Mountain View with free catered lunch and EV charging.
- Wellbeing benefits including Headspace, Calm, One Medical, and mental health navigation.
- Fidelity 401(k), HSA, and FSA options.
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