Python Backend Developer / MLOps Engineer

Job Overview

At Prompt Therapy Solutions Inc, we are on a mission to transform healthcare through cutting-edge AI solutions tailored for outpatient rehab therapy businesses. As a Python Backend Developer and MLOps Engineer, you will play a crucial role in enhancing our AI infrastructure and Python backend systems. You will ensure that our machine learning models and use-cases are efficiently developed, deployed, and managed. You will collaborate closely with our AI team to streamline processes, improve performance, and deliver high-quality AI solutions that meet the needs of our clients and their patients.

Responsibilities

• Architect and refine our core Python packages for AI development and deployment.
• Enhance and maintain the AI frontend to facilitate rapid prototyping and demo development for AI engineers.
• Develop and refine an AI management dashboard for internal monitoring of AI assets and systems.
• Refactor existing ML operations utilities to improve functionality and support connections between modeling/applications and our AI data plane.
• Improve and maintain the AI API to serve out AI use-cases to downstream stakeholders, focusing on security and scalability.
• Improve test coverage over the codebase.
• Research and implement cost-effective deployment strategies for various ETL pipelines and ML models, optimizing for specific use cases.
• Review and manage AWS resources and associated costs for the AI team, ensuring efficient utilization.
• Develop and integrate interfaces for third-party software and packages.
• Oversee the maintenance and integrity of various AI environments, ensuring smooth transitions and database management.
• Setup and maintain CI/CD pipelines for AI models and applications.

Qualifications

• Bachelor's degree in Computer Science, Engineering, or a related field; advanced degree preferred.
• Proven experience in MLOps, machine learning model deployment, and API development.
• Experience with FastAPI and Streamlit preferred.
• Strong knowledge of cloud services, particularly AWS (EC2, ECS, Lambda, SageMaker).
• Proficiency in programming languages such as Python and familiarity with frameworks for data science and machine learning.
• Experience with database management and migration processes, experience with SQLAlchemy and Alembic preferred.
• Solid understanding of software development best practices, including version control and testing in Python.
• Familiarity with git and pytest required; familiarity with Gitlab CI preferred.
• Excellent problem-solving skills and ability to work collaboratively in a fast-paced environment.
• Strong communication skills, capable of articulating complex technical concepts to non-technical stakeholders.

Perks

• Competitive salaries
• Remote/hybrid environment
• Potential equity compensation for outstanding performance
• Flexible PTO
• Company-wide sponsored lunches
• Company paid disability and life insurance benefits
• Company paid family and medical leave
• Medical, dental, and vision insurance benefits
• Discounted pet insurance
• FSA/DCA and commuter benefits
• 401k

Prompt Therapy Solutions, Inc is an equal opportunity employer, indiscriminate of race, color, religion, ethnicity, ancestry, national origin, sex, gender, gender identity, sexual orientation, age, marital status, veteran status, disability, medical condition, or any other protected characteristic. We celebrate diversity and are committed to creating an inclusive environment for all employees.

Prompt Therapy Solutions, Inc is an E-Verify Employer.