
Deep Market Making Inc. leverages AI and data analytics to enhance credit trading by providing real-time pricing for U.S. corporate bonds. The company aims to improve risk-adjusted spread-capture P&L…

Deep Market Making Inc. leverages AI and data analytics to enhance credit trading by providing real-time pricing for U.S. corporate bonds. The company aims to improve risk-adjusted spread-capture P&L…
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Organization: Deep Market Making, Inc. (Deep MM)
Location : Remote, United States
Commitment : Part-Time, approximately 4 hours per month
Compensation : Equity options may be available, subject to eligibility, contribution level, applicable agreements, and company policy. Advisors may also be eligible for discounted access to Deep MM services where relevant to their advisory work and consistent with company policy.
• Requires experience with investment-grade, high-yield, electronic trading, market data, evaluated pricing, or fixed-income analytics
Why Join
Shape AI Infrastructure for Corporate Bond Markets
• Help define how AI is applied to real workflows in one of the largest and least-transparent institutional markets.
High-Leverage Product Impact
• Influence product direction, use-case prioritization, workflow design, and customer discovery with a limited time commitment.
Early Access
• Get early exposure to Deep MM’s technology and roadmap as we build next-generation AI systems for pricing, market intelligence, liquidity discovery, and workflow automation.
Potential Equity Participation
• Product Advisors may be eligible for equity options, subject to role, contribution level, applicable agreements, and company policy.
Discounted Product Access
• Where appropriate, advisors may be eligible for discounted access to Deep MM services where relevant to their advisory work and consistent with company policy.
Exceptional Network
• Collaborate with founders, operators, investors, and market practitioners working on durable financial infrastructure.
Commitment to Diversity
Deep MM values diversity of thought, experience, and background. We welcome advisors from all communities and are committed to building an inclusive and high-performance advisory network.
Website: https://deepmarketmaking.com
Alternative LinkedIn Titles
Product Advisor, Corporate Bond Market Automation
Product Advisor — AI Products for Corporate Bond Markets
Corporate Bond Product Advisor — AI & Workflow Automation
Advisor — Corporate Bond AI Products and Automation (3/3)
Deep Market Making is building AI infrastructure for corporate bond markets.
Our core technology is a Large Event Model for capital markets: an AI system designed to understand market events, improve real-time pricing decisions, and help automate high-friction workflows in less-transparent markets. Our initial focus is U.S. corporate bonds, also commonly referred to as corporate credit, where better fair market value discovery, liquidity intelligence, and workflow automation can materially improve trading outcomes, risk management, and operational efficiency.
Corporate bond markets remain fragmented, data-intensive, and relationship-driven. Market participants often rely on incomplete pricing signals, manual workflows, scattered market color, and slow processes for evaluating liquidity, relative value, execution quality, and portfolio risk. Deep MM is building AI-native tools to help institutional participants make faster, better-informed decisions in this environment.
We work at the intersection of machine learning, market microstructure, corporate bond pricing, and institutional fixed-income workflows. Beyond model performance, we care deeply about practical adoption: trust, explainability, integration into existing systems, compliance-aware deployment, and measurable economic value.
Role Overview
We are seeking experienced product leaders, corporate bond market practitioners, fintech builders, fixed-income operators, and workflow automation experts who are actively involved in automating workflows in the U.S. corporate bond market.
This role is specifically for people who are building, buying, implementing, selling, evaluating, or using technology to automate corporate bond workflows today. Relevant areas may include trading, pricing, liquidity discovery, market data, credit research, portfolio management, risk, relative value analysis, execution quality, dealer selection, post-trade analysis, or fixed-income workflow tools.
This role is ideal for people who understand how work actually gets done in the corporate bond market and have firsthand experience with where automation, AI, data products, or workflow software are succeeding, failing, or still missing.
Product Advisors help Deep MM identify high-value use cases, refine product-market fit, validate workflows, pressure-test product concepts, and ensure our platform solves real operational problems for institutional users.
This is not a full-time operating role or a general capital-markets advisory position. It is a high-leverage advisory role for experienced professionals who are currently close to corporate bond workflow automation and can provide practical product and market feedback on a limited monthly time commitment.
Areas of Interest
We are especially interested in advisors who are actively involved in automating, improving, building, buying, selling, implementing, or evaluating workflows related to:
• U.S. corporate bond trading and execution
• Investment-grade and high-yield bond markets
• Corporate credit pricing, valuation, liquidity, and market color
• Dealer, buy-side, ATS, EMS/OMS, RFQ, or electronic trading workflows
• Bond market data, evaluated pricing, reference data, and analytics
• TRACE data, post-trade analysis, transaction cost analysis, and market surveillance
• Credit research and analyst workflows for public corporate debt
• Portfolio management and risk monitoring for corporate bond portfolios
• Experience with investment-grade, high-yield, electronic trading, market data, evaluated pricing, or fixed-income analytics is a strong plus.
Why Join
Shape AI Infrastructure for Corporate Bond Markets
• Help define how AI is applied to real workflows in one of the largest and least-transparent institutional markets.
High-Leverage Product Impact
• Influence product direction, use-case prioritization, workflow design, and customer discovery with a limited time commitment.
Early Access
• Get early exposure to Deep MM’s technology and roadmap as we build next-generation AI systems for pricing, market intelligence, liquidity discovery, and workflow automation.
Potential Equity Participation
• Product Advisors may be eligible for equity options, subject to role, contribution level, applicable agreements, and company policy.
Discounted Product Access
• Where appropriate, advisors may be eligible for discounted access to Deep MM services where relevant to their advisory work and consistent with company policy.
Exceptional Network
• Collaborate with founders, operators, investors, and market practitioners working on durable financial infrastructure.
Commitment to Diversity
Deep MM values diversity of thought, experience, and background. We welcome advisors from all communities and are committed to building an inclusive and high-performance advisory network.
Website: https://deepmarketmaking.com
Alternative LinkedIn Titles
Product Advisor, Corporate Bond Market Automation
Product Advisor — AI Products for Corporate Bond Markets
Corporate Bond Product Advisor — AI & Workflow Automation
Advisor — Corporate Bond AI Products and Automation (3/3)