Title:Data Analyst I, Req# 31997872

Location;Remote((Candidate should be local to SCV/Cupertino, also should be comfortable coming to office for any important meetings or trainings)

Contract: 12+ Month

Job Description:

•Design, develop, and oversee the implementation of processes and tools to assess the quality of data used in LLM model training.
•Study dataset and quality requirements, develop automated metrics to measure/monitor data quality at scale.
•Evaluate the annotation data for instruction tuning, preference alignment, and model optimization;
•Proficiency with applying quantitative methods to structured & unstructured data for complex data analysis, pattern recognition, insights generation and metrics development.
•Experience with understanding the complexity of user behavior via deep-dive investigations as well as designing, analyzing, and interpreting A/B experiments.
•Strong programming skills in data manipulation & processing (SQL & Python preferred).
•Proven expertise in data wrangling and developing data visualizations & reporting with toolings such as Tableau, AWS etc.
•Strong understanding of machine learning principles, especially in the context of NLP and LLMs
•Collaborate with Data Scientists to scrutinize annotation data and develop strategies for continuous data quality improvement.
•Recommend and implement enhancements to our quality processes, tools, and methodologies based on industry best practices.
•5+ years of design/test/implementation/consulting experience in data quality management for machine learning model training
•Demonstrated experience in project management and cross-functional collaboration
•Exceptional analytical, problem-solving, and organizational skills
•Strong verbal and written communications skills with the ability to work effectively across internal and external organizations and virtual teams
•Fluent in Asian language like Mandarin is a big plus.

PayRate: $ 35-42/hr,W2

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