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Applied AI / ML Engineer
Catalyst Labs
Any Location, CA
Category
Engineering
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Job Description
We are seeking an Applied AI / ML Engineer with 5+ years of experience building and scaling commercial machine learning systems in meaningful ownership roles, especially with document understanding and extraction. You will build and scale the ML and product infrastructure that powers intelligent tax document processing at production scale.
Requirements
4+ years of experience in machine learning / AI engineering with proven end-to-end ownership of ML-powered products.
Strong track record of building systems that create direct user value, not just research prototypes or internal tooling.
Demonstrated ability to work with large, complex datasets, optimizing for accuracy, scalability, and reliability.
Strong fundamental understanding of how to build, measure, and iterate on ML systems and ML-powered enterprise or consumer products.
Comfortable with Python and popular ML libraries (e.g. pandas, scikit-learn, spaCy, pytorch, tensorflow, keras), cloud providers such as GCP/AWS, container technologies (e.g. Docker, Kubernetes), web application development including Python-based web servers (e.g. Flask, Django), and database and storage layers (e.g. Postgres, SQL, S3/GCS).
Experience deploying or integrating LLMs, LLM APIs, Agents and prompt engineering into production systems.
Strong Python proficiency and hands-on familiarity with ML infrastructure and data workflows.
Experience in document understanding, OCR, or applied NLP.
Exposure to financial or tax-related data environments.
Startup or 01 product experience.
Exceptional problem-solving ability, curiosity, and product intuition.
Strong communication skills with the ability to engage directly with domain experts and translate complex needs into technical solutions.
Growth trajectory demonstrated through promotions or increasing scope of responsibility.
Benefits
Above market base + bonus + equity
Visa sponsorship available for candidates with demonstrated brilliance and expertise
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