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About the Role

Lumafield is seeking an AI/ML Application Engineer with customer-facing experience to help clients achieve business outcomes using CT-generated data. This role involves developing, testing, and implementing machine learning models within customer environments for defect detection, dimensional analysis, anomaly detection, and process control. The position requires a blend of customer interaction, including scoping and deploying ML applications, and internal platform development, contributing to the company's AI/ML strategy.

Responsibilities

Develop, test, and deploy machine learning models using 2D and 3D CT data for customer inspection use cases.
Manage the full model lifecycle with customers, from data preparation and training to deployment, monitoring, and retraining.
Collaborate with Project Managers to define ML deliverables, timelines, and success criteria.
Translate customer needs into product capabilities by partnering with Product Management and Software Engineering.
Contribute to Lumafield's internal AI/ML strategy, including model evaluation and deployment standards.
Produce technical documentation, such as model documentation, validation memos, and customer reports.

Requirements

4+ years of professional experience in building ML models, with expertise in applied computer vision on image or volumetric data.
Hands-on experience with MLOps, including deploying, monitoring, and retraining ML models.
Experience translating business and engineering problems into ML solutions for non-ML stakeholders.
Comfort working in engineering and manufacturing environments.
Strong written and verbal communication skills, with the ability to present technical results to diverse audiences.
Proven track record of shipping practical and impactful ML models.
Willingness to travel approximately 30% to customer sites.

Skills

Applied computer vision
Model development
Model evaluation
Image data analysis
Volumetric data analysis
MLOps
Customer communication
Technical documentation
Industrial CT
NDT and inspection workflows
Manufacturing data systems (MES, SPC, PLM)
AI/ML strategy contribution

Location

Cambridge, MA
San Francisco, CA

Work Type

On-site
Remote

Experience Level

4+ years professional experience

Salary/Compensations

$120,000 - $140,000 a year

Benefits

Equity grant
Competitive cash compensation
Competitive equity compensation
Health & wellness stipend
401k
Parental leave
Flexible PTO
Commuter benefits
Company wide events

About the Company

Founded in 2019 to upgrade manufacturing.
Comprised of engineers with deep experience across the product development cycle.
Frustrated by the cost and complexity of modern manufacturing, aiming to revolutionize it.
Offers unprecedented visibility into products and AI-driven tools for insights.
Started with industrial CT scanning, making advanced manufacturing tech more accessible.
Company is designed for upgrades, building for greater intelligence, autonomy, and speed.
Headquartered in Cambridge, MA, with an office in San Francisco, CA.

Equal Opportunity

Lumafield is committed to building a diverse team.
Encourages applications even if skills don't meet every requirement.
Prohibits discrimination or harassment based on race, color, ancestry, national origin, religion, age, gender, marital domestic partner status, sexual orientation, gender identity, genetic information, or veteran status.