AI Data Curator
Job Description
Job Summary:Β
The AI Data Curator is responsible for gathering, curating, and inputting training and related data into a generative AI platform. This role involves working closely with various teams across the company, including employees and subject matter experts, to collect and organize data for training AI models. The AI Data Curator plays a critical role in ensuring that proprietary data is properly incorporated into the AI platform to enhance its performance and provide valuable insights and recommendations. Experience with a risk management or business continuity company is highly desirable.
Key Responsibilities:
1. Data Gathering: Collaborate with different teams and stakeholders to gather data from various sources, such as internal databases, documents, and employee inputs.
2. Data Curation: Cleanse, organize, and validate collected data to ensure its quality, accuracy, and relevance for training AI models. Perform data preprocessing tasks, such as data normalization and transformation.
3. Data Input: Input curated data into the generative AI platform, following established protocols and guidelines. Ensure proper tagging, categorization, and structure of data to enable effective model training and analytics.
4. Model Training: Collaborate with AI developers and data scientists to use the curated data to train AI models. Provide inputs on data requirements and identify gaps or limitations in the training data.
5. Proprietary Data Embedding: Incorporate proprietary company data into the AI models to enhance their capabilities and provide domain-specific insights and recommendations.
6. Documentation: Maintain documentation of data sources, curation processes, and data input activities for future reference and audit purposes.
7. Quality Assurance: Conduct regular quality checks to verify the accuracy, completeness, and consistency of the curated data and its impact on the AI models' performance.
8. Collaboration: Act as a liaison between the AI development team and other departments/users to facilitate data gathering, resolve data-related issues, and address user feedback.
9. Continuous Improvement: Stay updated with industry best practices, emerging trends, and advancements in AI data curation methodologies. Continuously improve data collection and curation processes to enhance the overall effectiveness of the AI Models.
Qualifications and Skills:
- Bachelor's degree in Computer Science, Data Science, or a related field.
- Strong understanding of data management principles, data curation techniques, and AI model training processes.
- Experience in working with generative AI platforms and familiarity with AI development lifecycles.
- Proficient in data cleansing, normalization, and preprocessing techniques.
- Excellent data analysis and problem-solving skills.
- Strong attention to detail and commitment to data accuracy and integrity.
- Very good communication and collaboration skills to interact effectively with cross-functional teams.
- Solid knowledge of Risk and Continuity industry regulations and compliance related to data privacy and security.
- Familiarity with programming languages, such as Python or R, is a plus.
- Prior experience in data curation or AI-related roles is preferred.
This job description outlines the primary duties and responsibilities associated with the AI Data Curator role. However, additional tasks and responsibilities may be assigned as needed to support the organization's objectives in the field of AI development.
Disclaimers
This position may be performed remotely anywhere within the United States except for the states of New York, California, and Colorado.
Fusion Risk Management, Inc. is an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, disability religion, sex, sexual orientation, gender identity or national origin. NothingΒ in this job posting should be construed as an offer or guarantee of employment.
Date Posted
09/13/2023
Views
5
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