[Remote] Data Analyst

Note: The job is a remote job and is open to candidates in USA. iSoftStone, Inc. is a global IT service and consulting company seeking Data Analysts to join their team in Menlo Park, CA. The role focuses on managing data labeling workflows, maintaining data processing pipelines, and ensuring data governance while collaborating with engineers to enhance model performance through comprehensive data curation and evaluation solutions.ResponsibilitiesData Curation: Manage data labeling workflows, including data enqueueing for labeling, UI for labeling, and extracting labels into datasets for the modeling teamData Engineering (Pipelines): Maintain large-scale, efficient, and reliable data processing pipelines (billions of images). This includes data sourcing, running machine learning models to understand content, and using LLMs to clean dataData Engineering (Governance): Maintain our portfolio of datasets, ensuring governance of access, retention, and privacy complianceSpend time manually annotating training data based on modeling team requirementsUse of LLMs and other models to annotate training data or to evaluate generated content. Then apply auditing to understand these model performancesCollaborate with engineers to identify and summarize model gaps based on evaluations. Utilize these findings to identify necessary data, and then mine and prepare that data for subsequent model training iterationsScale validated evaluation protocols with PDO teams, including coordination and auditing. Also, audit and correct human-labeled dataSkillsVerbal and written communication skills, problem solving skills, and interpersonal skillsAttention to details and an aptitude to experimental investigationsBasic ability to work independently and manage one's timeBasic knowledge of Python, and SQLBasic knowledge of computer vision and generative modelsBasic knowledge with data ETL workflows & pipelinesUsage of LLM for data labeling related workAssociate's degree or equivalent training required in Computer Science, Electronic Engineering, Physics, Bioinformatics, or other STEM subjectsBe onsite, in Menlo Park, CA, working with engineersPrior industrial experience in software development and testing and / or research experience in human computer interactionWorked at Meta beforeBenefits1099 – No BenefitsMedical, dental, vision, 401kMedical, dental, vision, 401k, holidaysCompany Overview19 Years of Dedicated Dance Education Click here for REGISTRATION info It was founded in undefined, and is headquartered in West Columbia, South Carolina, us, with a workforce of 11-50 employees. Its website is http://celestialstarsdance.com.



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