Senior Machine Learning Engineer

Summary

Join Aiwyn, a rapidly growing software company serving the accounting profession, as a Senior Machine Learning Engineer. You will design, develop, and implement AI/ML solutions for various business problems, working with large document corpora and knowledge graphs. This role requires expertise in Generative AI, Python, and collaboration across teams. You will build AI into Aiwyn's products and operations, contributing to a company-wide AI/ML adoption. Aiwyn offers competitive compensation, a remote work culture, flexible PTO, excellent health benefits, stock options, and 401(k) matching.

Requirements

• 5+ years of experience in machine learning engineering, with a focus on AI/ML solution development and delivery
• Proven expertise in working with Generative AI (GAI) and staying at the forefront of advancements in the field
• Expert proficiency in Python, with experience in cross-language collaboration and codebase management
• Proven experience collaborating across cross-functional teams to drive AI/ML adoption and impact
• Advanced knowledge of AI/ML model development, evaluation, and rapid iteration
• Strong problem-solving skills, with the ability to architect and implement scalable solutions for complex problems
• Experience with MLOps and delivering solutions in a cloud environment (e.g. GCP, AWS, Azure)
• Strong experience with modern version control systems (e.g., GitHub)
• Excellent communication and collaboration skills, with the ability to work effectively in a fast-paced, start-up environment
• The ability to travel occasionally for onsite Company meetings

Responsibilities

• Collaborate with stakeholders to define business problems and determine the best AI/ML approaches
• Design and implement robust, scalable, and efficient machine learning systems to support the ingestion, processing, and interpretation of large document corpora
• Develop machine learning models, particularly in the context of knowledge graphs, to enhance the interpretation and utility of complex datasets
• Implement evaluation frameworks to assess model performance, iterating rapidly based on feedback and results
• Leverage your deep knowledge of Generative AI (GAI) to stay ahead of industry trends and evaluate and integrate the latest advancements into our workflows
• Integrate GAI into existing and new machine learning pipelines, enhancing the overall capability of our products
• Integrate observability and evaluation into our GAI applications to ensure consistent system performance
• Engage with stakeholders to help them understand what is possible and enable them to get their hands dirty prototyping and building their own AI-driven solutions
• Engage with the internal AI/ML community to share knowledge, stay informed of emerging trends, and integrate innovative ideas into our work

Benefits

• Adventure travel stipend - you receive a $1,000 travel reimbursement on your work anniversary each year
• Remote, work-from-anywhere culture
• Flexible PTO
• World Class health benefits - we believe in fostering flourishing teams by providing benefits that go beyond the usual standards - Health, vision, dental, HSA/FSA, and mental health support
• Stock options - every Full Time Employee has ownership in Aiwyn's future and success
• 401(k) matching