1 день назад
Backend Engineer (AI/ML)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Backend Engineer (AI/ML Platform): Building and maintaining robust infrastructure for ML workflows with an accent on model lifecycle systems, API design, and cloud-native orchestration. Focus on implementing scalable, production-ready systems using AWS and MLFlow to support high-impact AI/ML applications.
Company
is a cloud-native engineering firm delivering high-impact solutions in infrastructure, machine learning, and intelligent applications.
What you will do
- Design and implement robust infrastructure for real-time and batch ML workflows.
- Build production-grade model lifecycle systems including registration, versioning, and deployment pipelines.
- Develop backend services and APIs using TypeScript and Python.
- Manage cloud infrastructure on AWS using infrastructure-as-code practices.
- Collaborate with ML scientists and DevOps to optimize system reliability and performance.
- Manage model assets, serving pipelines, and container orchestration workflows.
Requirements
- 7+ years of experience in software or infrastructure engineering supporting AI/ML systems.
- Strong backend programming proficiency in Python and TypeScript.
- Production-level experience with MLFlow for model management.
- Deep hands-on expertise with AWS and modern Infrastructure-as-Code (Terraform or CDK).
- Expertise in containerization (Docker) and CI/CD automation.
- Excellent communication skills with the ability to work effectively across distributed time zones.
Nice to have
- Experience with LLM infrastructure and frameworks like LangChain or DSPy.
- Knowledge of LLM performance metrics including latency, cost, and usage monitoring.
- Familiarity with vector stores and semantic search tools such as OpenSearch or Pinecone.
Culture & Benefits
- Fully remote work with flexible working hours.
- B2B contract model with multiple benefits.
- Workspace setup budget of $2,500 for equipment.
- Financial coverage for local coworking spaces.
- Budget for professional certifications (AWS, CKA, ML) and paid training courses.
- Opportunities to attend international technology conferences.
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