[Remote] Senior Data Scientist, Machine Learning

Note: The job is a remote job and is open to candidates in USA. Serve Robotics is reimagining how things move in cities with their sidewalk robot designed for deliveries. They are seeking a Senior Data Scientist with expertise in machine learning to prototype and train models, develop data pipelines, and collaborate with engineering teams for seamless integration of workflows.ResponsibilitiesPrototype and train learning-based models using a data-centric approach, applying techniques such as automated feature engineering, active learning, and fine-tuning on curated datasetsDesign, develop, and maintain efficient data and feature extraction pipelines to support ML engineers in accessing high-quality data for model trainingDesign auto labeling system using ensemble of models that can reason from multimodal data for different use-cases, including image semantic labeling using vision grounded models, intent and path prediction ground truthPerform complex data extraction, transformation, and loading (ETL) processes, ensuring data is clean, accessible, and well-documentedWrite and optimize high quality SQL queries for data analysis and ingestion from various sourcesPartner with data infrastructure and ML engineers to ensure seamless integration of data and machine learning workflowsProduce highquality, maintainable code and participate in peer code reviews to share knowledge and uphold team standardsSkillsBachelor's Degree or U.S. equivalent in Computer Science, Data Science, or a related field5 years of professional experience as a Data Scientist, Machine Learning Engineer, Data Engineer, or any occupation, job title, or position performing software engineering and machine learning5 years of professional experience utilizing SQL to write and optimize complex queries for extraction, analysis, and ingestion of structured, semi-structured, and unstructured data5 years of professional experience utilizing machine-learning frameworks (including TensorFlow and PyTorch)5 years of professional experience designing and developing data and feature extraction pipelines, including pipelines for multi-modal data (including images, point clouds, or time-series)5 years of professional experience training and prototyping machine-learning models using data-centric techniques including automated feature engineering, active learning, and fine-tuning5 years of professional experience utilizing cloud platforms including AWS, GCP, or Azure5 years of professional experience utilizing containerization and workflow tools including Docker, Kubernetes, or Airflow5 years of professional experience collaborating with cross-functional engineering teams to integrate data pipelines and ML workflows3 years of professional experience programming in Python, building scalable data pipelines, or implementing ETL workflows1 year of professional experience working with relational databases and SQL (including Postgres, Redshift, or SQL Server)BenefitsOffers EquityPosition allows 100% telecommuting from anywhere in the U.S.Company OverviewServe Robotics designs and operates autonomous sidewalk delivery robots focused on last-mile food and retail logistics. It was founded in 2021, and is headquartered in Redwood City, California, USA, with a workforce of 51-200 employees. Its website is http://www.serverobotics.com.