Director of Machine Learning & 3D Reconstruction

Quid, Inc.; Columbia (MD); On-site; USD 200,000 - 270,000; Full time

Benefits offered by this job

Health insurance

401(k) with company match

Annual bonus and equity opportunities

HSA Account

Life & disability insurance

Job summary

Quid, Inc. in Columbia, Maryland is seeking a Manager of ML & Reconstruction. This full-time hybrid position requires leadership in ML engineering and management of a team focused on advancements in 3D scene reconstruction. Candidates should hold a Master's degree in Computer Science or related field and have extensive experience in production ML and team management. Benefits include a competitive salary range of $200,000 to $270,000, health insurance, and opportunities for bonuses and equity.

Qualifications

• 7+ years in ML engineering or applied research, with 5+ years in managing roles.
• Strong expertise in model selection and operational ML systems.
• Experience in 3D reconstruction, computer vision, or spatial computing domains.

Responsibilities

• Lead applied machine learning improvements in 3D scene reconstruction.
• Manage a team of ML engineers and applied scientists.
• Drive cross-functional workstreams and resolve technical blockers.

Skills

ML engineering or applied research

production ML expertise

3D reconstruction

computer vision

cross-functional alignment

Education

Master’s degree in Computer Science or related field

PhD preferred

Job description

Quidient is a deep tech AI company pioneering advancements in Generalized (5D) Scene Reconstruction (GSR). GSR is poised to become one of the world’s great digital product categories (think GPS, MRI, and LMM). Our flagship GSR product, Quidient Reality®, is a powerful API that enables anyone with a mobile device to virtualize, visualize, and measure anything. Words relevant to Quidient include Generative AI, Physics-Informed AI, Large Scene Models (LSMs), Large World Models (LWMs), and API-First.

Overview

Quidient is seeking a Manager of ML & Reconstruction to lead applied machine learning improvements across our Generalized Scene Reconstruction Platform. You will own the ML engineering function within our Product Development group, driving quality improvements in our 3D scene reconstruction pipeline, while building and managing a high-performing team of engineers and applied scientists.

This is a leadership-first role. You will manage cross-functional workstreams across the Applications & API, Platform, and Advanced Product Development teams. You will translate technical tradeoffs into delivery decisions and contribute meaningfully to the codebase where your domain expertise drives the most value. You will ship production ML into a system already in customers’ hands. This position is full-time, hybrid, and reports to Quidient’s Director of Software Engineering.

What You’ll Do

ML & Reconstruction Quality

• Drive ML-driven quality improvements across the production 3D scene reconstruction pipeline, including panel geometry, background reconstruction, and output fidelity.
• Own model selection, deployment, inference optimization, and operational ownership of ML systems in production.
• Evaluate and apply traditional ML and applied deep learning techniques to improve reconstruction quality; understand when each approach is appropriate.
• Review and contribute to the production codebase, evaluate tradeoffs, identify bottlenecks, and guide technical decisions.

Team Leadership & Cross-Functional Coordination

• Build, manage, and grow a team of ML engineers and applied scientists within the Advanced Product Development team.
• Drive cross-functional alignment across the Applications & API and Platform teams.
• Partner with the APD technical leads and Director of Software Engineering to scope work, resolve technical blockers, and maintain delivery velocity.
• Operate effectively in a fast-moving startup where priorities shift; maintain focus on the highest-impact work without losing team momentum.

What You Bring

Must-Have Qualifications:

• Master’s degree in Computer Science, Electrical Engineering, or a related field; PhD preferred. Bachelor’s with exceptional experience considered.
• 7+ years of experience in ML engineering or applied research, with at least 5+ years in a people management role overseeing engineers and/or applied scientists.
• Strong production ML expertise: model selection, deployment, inference optimization, and operational ownership. Experience spans traditional ML and applied deep learning; Not a LLM-focused role.
• Proven ability to review, direct, and contribute to a production codebase.
• Experience driving cross-functional alignment across engineering, research, and product stakeholders in an ambiguous, fast-moving environment.
• Heavy experience in 3D reconstruction, computer vision, or spatial computing domains (e.g., NeRF, 3D Gaussian Splatting, SLAM, SfM, or related techniques).
• Willingness to work in a hybrid capacity from our Technology Center in Columbia, Maryland, or willing to relocate.
• This position is not eligible for H-1B sponsorship.
• Meet Quidient, customer, and government security requirements, which may include, but are not limited to a background check, citizenship verification, and Criminal Justice Information Services verification.

Nice-to-Have Qualifications:

• Background in light transport, physically-based rendering, or GPU-accelerated compute.
• Experience with pose estimation, SLAM, or multi-view reconstruction
• Track record of shipping ML in production in a latency-sensitive or hardware-constrained environment.
• Prior experience at a deep tech startup or in a defense/government-adjacent technology context.
• Scientist or applied researcher who has successfully transitioned into an engineering leadership role.

What We Offer

Compensation:

• Salary Range: $200,000 – $270,000.
• Annual bonus and equity as appropriate.
• Health insurance
• HSA Account
• 401(k) with company match
• Life & disability insurance
• Opportunities for bonuses, equity, and career growth

Equal Opportunity Employer Statement

Quidient is an Equal Opportunity Employer. Quidient will consider all qualified applicants without regard to race, color, religion, creed, sex, sexual orientation, gender identity, marital status, national origin, age, veteran status, disability, or any other classification protected by applicable state, federal, or local laws.