Onsite Industrial AI Engineer

Sophron; El Segundo (CA); On-site; USD 180,000 - 250,000; Full time

Benefits offered by this job

Medical benefits

Unlimited PTO

Equity

Job summary

AIC is a software-led industrial holding company with Decision Physics™. We deploy on-site to modernize factory decision-making infrastructure and unlock trapped capacity. This is an on-site role based in Brooklyn Navy Yard HQ or El Segundo, 5x a week, working closely with design partners and manufacturers.

Join a team that ships ML touching hardware—vision, part identification, document capture, and sensor data models—while driving operational maturity and financial outcomes for partners.

Qualifications

• 2+ years of experience in machine learning and software engineering in a fast and collaborative production environment.
• Statistical depth and intuition for small data: classical statistics, Bayesian methods, uncertainty quantification.
• Experience taking models from notebook to production: feature pipelines, evaluation, monitoring, and retraining.
• Experience with data modeling, ETL, system and API design, frontend, algorithms, hardware integration, data science, applied math, operations research, statistics, machine learning, devOps, or infrastructure.
• Hard-tech, robotics, and manufacturing background is a big plus.

Responsibilities

• Embed on-site with design partners and manufacturers for meaningful stretches of the year.
• Build trust across the full vertical from GM to technician for software/hardware adoption.
• Develop understanding of partner shop constraints and physics of what moves through it.
• Write production code across the full stack and coordinate on-site and at HQ.
• Run the process-engineering side of deployment and manage training and change management.
• Own outcomes, not deliverables; success is measured in operational maturity and EBITDA.
• Quantify connections between floor changes and business impact.

Skills

Machine learning

Software engineering

Communication

Stakeholder management

Data modeling

ETL pipelines

Computer vision

Time-series data

Sensor data

Hard-tech background

Robotics knowledge

Education

Graduate education in CS/Stats/Applied Math/Physics/Engineering

Tools

Python

ML frameworks

Job description

AIC is a software-led industrial holding company with Decision Physics™. We deploy on-site to modernize factory decision-making infrastructure and unlock trapped capacity. This is an on-site role based in Brooklyn Navy Yard HQ or El Segundo, 5x a week, working closely with design partners and manufacturers.

Join a team that ships ML touching hardware—vision, part identification, document capture, and sensor data models—while driving operational maturity and financial outcomes for partners.