Backend Engineer (AI Infrastructure)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
TL;DR
Backend Engineer (AI Infrastructure): Building and optimizing robust infrastructure for ML workflows with an accent on model lifecycle management and orchestration. Focus on designing scalable backend services using Python and TypeScript to support production-ready ML pipelines in cloud-native environments.
Company
is a cloud-native engineering firm delivering high-impact solutions in infrastructure, machine learning, and intelligent applications for pioneering technology companies.
What you will do
- Design, implement, and maintain robust infrastructure for ML workflows across real-time and batch environments.
- Build and support production-grade model lifecycle systems, including registration, versioning, and deployment.
- Develop APIs and backend services using TypeScript and Python.
- Manage and optimize infrastructure on AWS using infrastructure-as-code practices.
- Work with MLFlow for end-to-end model management, including serving pipelines.
- Collaborate with cross-functional teams, including ML scientists and DevOps, to deliver high-impact features.
Requirements
- 7+ years of experience in software or infrastructure engineering supporting AI/ML systems.
- Strong hands-on experience with AWS and IaC tools like Terraform or CDK.
- Proficiency in backend development with TypeScript and Python.
- Production-level experience with MLFlow for model deployment and management.
- Expertise in containerization with Docker, CI/CD automation, and orchestration.
- Strong communication skills for cross-functional collaboration.
Nice to have
- Experience with LLM infrastructure frameworks like DSPy or LangChain.
- Knowledge of LLM performance metrics, latency, and cost monitoring.
- Familiarity with vector stores like OpenSearch or Pinecone.
Culture & Benefits
- Fully remote work from anywhere with flexible working hours.
- B2B contract structure with access to multiple benefits.
- Workspace setup budget of $2500 for equipment.
- Financial coverage for coworking space rentals.
- Comprehensive support for professional development, including paid certifications and international conference attendance.
- Annual paid time off.
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