6 дней назад
Senior Backend Engineer/MLOps
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Backend Engineer/MLOps (Marketplace/ML infrastructure): Building and maintaining backend systems for search, ranking, matching, and user-facing marketplace features with an accent on MLOps, feature stores, real-time data pipelines, and model deployment. Focus on bringing machine learning systems into production, solving performance and scalability challenges, and supporting reliable infrastructure across distributed teams.
Location: Remote in Latin America
Company
provides nearshore staff augmentation and technology solutions, connecting Latin American technology professionals with U.S. companies and digital transformation projects.
What you will do
- Build and maintain full-stack marketplace features for search, ranking, matching, and user-facing experiences.
- Develop and support MLOps infrastructure, including model deployment pipelines, feature stores, real-time data pipelines, and monitoring.
- Collaborate with data scientists and engineers to bring machine learning models into production reliably and at scale.
- Write tested, maintainable code, participate in code reviews, and contribute to technical planning.
- Identify and resolve performance, reliability, and scalability issues across existing systems.
- Work with SQL, data pipelines, feature pipelines, and experimentation frameworks while communicating progress with distributed teams.
Requirements
- 5+ years of professional software engineering experience with strong backend or full-stack development experience.
- Strong backend development skills in at least one of Go, Python, Ruby, or JavaScript/TypeScript.
- Hands-on experience with MLOps or production machine learning systems, including Vertex AI, MLflow, Kubeflow, or equivalent tools.
- Experience with feature stores, strong SQL skills, and data or feature pipelines.
- Experience with GCP, AWS, or Azure; GCP is preferred.
- Understanding of machine learning concepts and model deployment, plus strong debugging, ownership, and communication skills.
Nice to have
- Experience with search, ranking, recommendation systems, real-time systems, or performance and latency optimization.
- Experience with online marketplaces, mentoring engineers, frontend development, A/B testing, or AI-assisted development tools.
Culture & Benefits
- 100% remote work with the flexibility to work from a suitable location in Latin America.
- Competitive compensation paid in USD.
- Paid time off and an emphasis on well-being and work-life balance.
- Autonomy to manage working time based on delivered results.
- Collaboration with U.S. companies and a multicultural network of more than 600 professionals across 25+ countries.
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