πArgentina, Brazil
Python Backend Developer, MLOps Engineer
closed
Prompt Therapy Solutions Inc
πRemote - Worldwide
Summary
Join Prompt as a Python Backend Developer / MLOps Engineer and 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.
Requirements
- 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
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 and as a UI for internal tooling
- 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
Benefits
- 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
This job is filled or no longer available
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