AppLab Systems, Inc · 16 hours ago
Financial Domain Consultant with AI / (contract / 1099 / Only US Citizen)
AppLab Systems, Inc is an E-Verified Company seeking a Financial Domain Consultant with AI expertise. The role involves collaborating with AI and engineering teams to define workflows, create evaluations, assess capabilities of LLMs, curate financial data, and provide feedback for improvements.
Responsibilities
Workflow Definition : Collaborate with our AI and engineering teams to define the most common research-based workflows within your specific domain (e.g., M&A deal analysis in Investment Banking, company valuation in Equity Research, portfolio construction in Asset Management)
Evaluation Creation : Develop and create comprehensive evaluations and test cases to assess the completion of these defined workflows. This involves specifying inputs, expected outputs, and the criteria for success
Capability Assessment : Design evaluations to assess the key capabilities of the LLM in handling complex financial tasks, including data extraction, financial statement analysis, market trend identification, and risk assessment
Data Curation & Annotation : Provide guidance on identifying and curating high-quality financial data and content that is essential for training and fine-tuning the LLM
Feedback & Iteration : Work closely with the product team to provide constructive feedback on the LLM's performance and suggest improvements to enhance its accuracy and relevance
Qualification
Required
Experience in model training and evaluation for AI models
Expertise in finance domain, specifically in areas such as M&A deal analysis, company valuation, and portfolio construction
Ability to collaborate with AI and engineering teams
Experience in developing evaluations and test cases for workflows
Skills in designing evaluations to assess capabilities of LLM in financial tasks
Knowledge in data curation and annotation for training AI models
Ability to provide constructive feedback on AI model performance