Senior Director - GenAI Data Strategy
US, CA, Santa Clara, United States
USD 340K-517K Senior-level Full Time
Tasks
- Conduct model failure mode analysis
- Define data qualification and acceptance criteria
- Define data strategy and roadmap
- Detect bias in datasets
- Drive RLHF and SFT workflows
- Enforce data privacy consent and transparency
- Establish continuous data flywheel loop
- Establish data quality frameworks
- Implement de duplication and versioning
- Lead data acquisition from partners and vendors
- Lead human-in-the-loop data collection
- Manage multi lingual multi modality data acquisition
- Manage people and team
- Orchestrate synthetic data generation for training and evaluation
- Translate customer deployment gaps into data priorities
Perks/Benefits
- N/A
Skills/Tech-stack
Apache Spark | Bias detection | Data Consent | Data Curation | Data Governance | Data Pipelines | Data Privacy | Data Quality | Data Versioning | Data de-duplication | Data labeling | De-duplication | Ethical Filtering | Fine Tuning | Human Feedback | Labeling tools | Language Models | Large Language Models | Learning from Human Feedback | Machine Learning | Python | Reinforcement Learning | Reinforcement Learning from Human Feedback | SQL | Supervised Fine Tuning | Synthetic data | Vision Language Models | Vision-language
Education
Bachelor of Engineering | Bachelor of Science | Master of Science
Roles
Regions
Countries
States
Cities
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