Software Engineer, Foundation Model Data Infra

Job Description

• Develop infrastructure and frameworks for generating reliable, high quality data • Build infrastructure for offboard deployments of Perception foundation models • Deploy and maintain end-to-end data pipelines • Curate and deliver datasets to support ML tasks • Integrate data generation into model training frameworks • Collaborate with production teams for model deployments and reliability

Qualifications

• Outstanding programming skills in C++, Python • Experience in building large scale data processing and retrieval systems using Apache Spark, Apache Beam, Google Cloud Dataflow, AWS Data Pipeline, Faiss, etc. • Experience in ML data engineering including pipelines, curation, and balancing • Comfortable working in cross-functional teams and supporting data users • Passion for data-centric AI and autonomous driving applications • MS and 1+ years of industrial experience or equivalent

Benefits

• Our people are at the heart of everything we do • Competitive compensation, bonus opportunities, equity • Top-notch medical, dental, and vision insurance • Mental wellness support, FSAs, HSAs • Financial coaching and generous 401(k) plan • Flexible work location options and remote working opportunities • Paid time off, bereavement, sick, and parental leave • Enhanced parental leave options and subsidized backup childcare • Access to fertility care or adoption support • Education reimbursement and personal/professional development opportunities • Employee Resource Groups, volunteer time off • On-site and remote employee perks like fitness classes and wellness programs