[Remote] Finance Expert

Note: The job is a remote job and is open to candidates in USA. Kastech Software Solutions Group is seeking a Senior Finance Expert with extensive experience in the finance domain. The role involves evaluating LLM projects and providing analytical rigor in financial modeling and communication with both finance and technical teams.ResponsibilitiesProven Domain Expertise: 7+ years of hands-on experience in Investment Banking, Private Equity, Asset Management, or Equity ResearchDirect LLM Evaluation Experience (Non-Negotiable): Demonstrated experience in 3–4 or more of the following:LLM projects (hands-on, not high-level strategy)Model evaluation, preference ranking, or rubric designEvaluation datasets and annotation workflowsError analysis, failure modes, and quality trend trackingFeedback loops into model improvement or fine-tuningHuman-in-the-loop / RLHF / preference optimizationFinancial modeling embedded within LLM evaluationsAnalytical Rigor: Ability to break complex financial reasoning into measurable, testable stepsCommunication: Can clearly explain nuanced financial judgments to non-finance and technical audiencesTechnical Acumen: Comfortable working closely with AI and engineering teams; understands how LLMs fail, not just how they workAttention to Detail: High bar for accuracy, consistency, and evaluation qualitySkillsProven Domain Expertise: 7+ years of hands-on experience in Investment Banking, Private Equity, Asset Management, or Equity ResearchDirect LLM Evaluation Experience (Non-Negotiable): Demonstrated experience in 3–4 or more of the following: LLM projects (hands-on, not high-level strategy), Model evaluation, preference ranking, or rubric design, Evaluation datasets and annotation workflows, Error analysis, failure modes, and quality trend tracking, Feedback loops into model improvement or fine-tuning, Human-in-the-loop / RLHF / preference optimization, Financial modeling embedded within LLM evaluationsAnalytical Rigor: Ability to break complex financial reasoning into measurable, testable stepsCommunication: Can clearly explain nuanced financial judgments to non-finance and technical audiencesTechnical Acumen: Comfortable working closely with AI and engineering teams; understands how LLMs fail, not just how they workAttention to Detail: High bar for accuracy, consistency, and evaluation qualityCompany OverviewKastech Software Solutions Group, incorporated in 2007 and headquartered in Richmond, Texas, is a leading global IT services and consulting company delivering technology-driven solutions to organizations across industries. It was founded in 2008, and is headquartered in Houston, Texas, USA, with a workforce of 1001-5000 employees. Its website is https://www.kastechssg.com.Company H1B SponsorshipKastech Software Solutions Group has a track record of offering H1B sponsorships, with 13 in 2026, 94 in 2025, 65 in 2024, 101 in 2023, 124 in 2022, 171 in 2021, 119 in 2020. Please note that this does not guarantee sponsorship for this specific role.