Design and implement REST APIs for AI/ML services. Optimize databases on AWS for low latency, and improve system reliability and security.
< Remote - US >
We are looking for an excellent Senior Backend Engineer (AI/ML) to rapidly deliver REST APIs that support AI/ML back-end services, user preferences, and past generated content history required to support our DreamStudio Application.
Responsibilities:
- Design and implement public REST APIs, including data storage and ML backend services, and deliver highly available and scalable services that efficiently use GPU cluster hosting the services.
- Write clean and extensible Python and Typescript code.
- Deliver efficient design and implementation of the backend databases hosted on AWS to share user preferences, past user input, and generated content history optimized for low latency responses.
- Design and implement for high scale and low-latency REST APIs
- Work closely with product management, design, research, and engineering teams to deliver high-quality and user-friendly products
- Identify performance bottlenecks in APIs and deliver optimized solutions to address them.
- Participate in incident management and root cause analysis to improve system reliability.
- Implement and improve service telemetry and event tracking for the product.
- Implement best practices to ensure that the applications can be efficiently tested and debugged to ensure they work as expected across multiple devices and browsers
- Implement security measures to protect user data and prevent unauthorized access or data breaches.
Qualifications
- 7+ years in building REST APIs for AI/ML based services in a high scale environment.
- Experienced in building robust backend services on AWS infrastructure including databases to serve AI/ML services.
- Define comprehensive API specifications and documentation.
- Efficient AWS cloud database design and implementation for customer metadata and usage preferences.
- Deliver customer-facing services, including account management, identity, billing and metering, and self-service support tools, integrating with existing internal systems where necessary.
- Excellent problem-solving skills and attention to detail
- Highly Proficient in Python, TypeScript
- Able to write comprehensive technical documentation
- Proven ability to work in both rapid prototyping mode and to ship/maintain large-scale products.
- Experience with Cloudflare workers is preferable.
Top Skills
AWS
Cloudflare
Python
Rest Apis
Typescript
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