Staff Data Engineer, Applied Machine Learning

Summary

Join Lightbox Health, a cutting-edge healthcare technology company, as a Staff Data Engineer specializing in Applied Machine Learning. As a founding team member, you will lead the development and optimization of ML systems, train ML models, build training pipelines, fine-tune Language Models (LLMs), and design feedback systems. You will collaborate with cross-functional teams, stay updated on the latest advancements in machine learning and healthcare technology, and mentor junior data engineers. This role requires proven experience in leading ML system development, expertise in training ML models, strong understanding of machine learning frameworks, proficiency in programming languages, excellent communication skills, and familiarity with healthcare data privacy regulations. Lightbox offers a competitive salary, comprehensive health care, paid parental leave, unlimited PTO, professional development opportunities, and the ability to work fully remote.

Requirements

• Proven experience in a leadership role driving ML system development and optimization, preferably in healthcare or related fields
• Demonstrated expertise in training ML models and building robust training pipelines for healthcare applications
• Strong understanding of machine learning frameworks such as TensorFlow, PyTorch, or similar, with applications in healthcare
• Proficient in programming languages like Python or Go, with the ability to write efficient, clean, and maintainable code for healthcare systems
• Excellent written and verbal communication skills, with the ability to convey technical concepts to both technical and non-technical audiences in healthcare settings
• A track record of delivering impactful machine learning solutions that have been successfully deployed in real-world healthcare applications
• Familiarity with healthcare data privacy regulations and best practices for handling sensitive medical information

Responsibilities

• Lead the team in architecting, building, and optimizing ML systems to deliver high-quality, real-world results in healthcare settings
• Design and implement robust training pipelines for machine learning models, ensuring efficiency and scalability for healthcare data
• Fine-tune ML models to meet specific healthcare needs and optimize their performance for various medical applications
• Develop and implement feedback mechanisms to continuously improve the accuracy and effectiveness of ML in healthcare contexts
• Collaborate with cross-functional teams to understand healthcare business requirements and translate them into actionable ML solutions
• Stay up-to-date with the latest advancements in machine learning and healthcare technology, implementing best practices to enhance our ML infrastructure
• Coach and mentor junior data engineers, fostering a culture of continuous learning and growth within the Lightbox Health team
• Communicate complex technical concepts and findings to non-technical stakeholders in a clear and concise manner, particularly in healthcare contexts

Benefits

• 100% employer paid, comprehensive health care including medical, dental, and vision for you and your family
• Paid maternity and paternity for 14 weeks at employees' normal pay
• Unlimited PTO, with management approval with all Federal holidays observed
• Opportunities for professional development and continued learning in healthcare technology
• Occasional travel to collaborate with your team in person
• Optional 401K and FSA available
• Ability to work fully remote within the United States