Sterlington, PLLC
law
LegalEngineer
Neural analysis suggests this role is
optimal for Mid+ candidates.
“Legal Engineer at Sterlington, PLLC. Skills: AI modeling, Excel, mathematical discipline, financial discipline. Integrate AI-assisted workflows into your day-to-day work to enhance speed, depth, and accuracy of analysis. Analyze and model complex business, executive compensation, structure and financial arrangements to extract underlying economic logic and value drivers”
What You'll Achieve.
analysis directly informs structuring decisions, negotiations, and risk assessment; demonstrate judgment in separating signal from noise in dense materials; effectively integrate AI into your workflow, using it to enhance — not replace — your reasoning
Industry & Context.
untangling complexity; first-principles reasoning; separating signal from noise in dense materials
What They're Looking For.
Must Have
PhD or Master's degree in Mathematics, Applied Mathematics, finance, or a closely related quantitative field, Expertise in using AI tools in a professional context to model and analyze data, Comfortable operating independently in a remote, high-performance environment
What You'll Do.
Integrate AI-assisted workflows into your day-to-day work to enhance speed
and accuracy of analysis
Analyze and model complex business
executive compensation
structure and financial arrangements to extract underlying economic logic and value drivers
and value-distribution structures across multiple scenarios
Stress-test assumptions and identify points of economic sensitivity and hidden risk
Build and refine analytical models and frameworks used on live client matters
Contribute to the evolution of AI-enabled analytical practices within the firm
How You'll Work.
Team & Collaboration
work directly with the head of the corporate / M&A practice; work with senior partners in those practices
Full Job Description
Reports to: Head of Corporate/M&A Practice Department: Corporate/M&A Location: 100% Remote Working Hours: Eastern Standard Time (EST) Contract type: Independent Contract Our Firm Sterlington PLLC is a full-service law firm focusing on complex corporate, litigation, executive compensation, and private wealth matters. As a firm, we focus on the economic as well as the legal aspects of our matters. Among other strengths, Sterlington is the ultimate law firm for founders, senior executives, and UHNWIs as well as their related businesses. Learn more at: www.sterlingtonlaw.com The Opportunity Sterlington not only documents deals, we cut deals for clients. As part of that, we play something close to a financial / banker role in analyzing deal structures and executive compensation arrangements. We are looking for someone who can help us model and understand transactions and executive compensation arrangements from a numerical perspective. Our philosophy is that we need people trained to think logically and systematically, and equipped to operate with modern analysis tools (high expertise in AI modeling and Excel). This role sits at the intersection of math, finance, law, and business, and is designed for someone who is intellectually rigorous and genuinely enjoys untangling complexity. You will work directly with the head of the corporate / M&A practice, and senior partners in those practices. This is a rare opportunity for a mathematically and financially disciplined thinker who combines first-principles reasoning with AI fluency, applying both to high-stakes, real-world situations alongside individuals operating at the highest levels of decision-making. What You’ll Do Integrate AI-assisted workflows into your day-to-day work to enhance speed, depth, and accuracy of analysis Analyze and model complex business, executive compensation, structure and financial arrangements to extract underlying economic logic and value drivers Map ownership, incentive, and value-distribution
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