2 дня назад
Machine Learning Engineer (ML Platform)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Machine Learning Engineer (ML Platform): Building and productionizing machine learning infrastructure and models for a large fashion marketplace with an accent on ML lifecycle management, data-intensive applications, and scalable platform architecture. Focus on deploying models with Data Science and Engineering teams, maintaining production platforms, and adopting technologies such as Spark, Kubernetes, and MLflow.
Location: US California (Redwood City) - Office
Company
is a fashion marketplace built around social shopping, seller businesses, and a community of 165 million members.
What you will do
- Build tools and infrastructure that democratize machine learning.
- Productionize machine learning models in collaboration with Data Science and Engineering teams.
- Maintain and support existing machine learning platforms.
- Evolve platforms toward newer technology stacks and architectures.
Requirements
- 2–3 years of relevant software engineering experience with data-intensive applications.
- Good understanding of data science concepts and the machine learning lifecycle.
- Experience with Spark, SQL, and backend API development.
- Flexibility and willingness to adopt newer technologies as needed.
- Availability to work from the Redwood City office in California.
Culture & Benefits
- Work within a central AI and Machine Learning organization.
- Contribute to machine learning applications across search, personalization, fraud detection, and catalog digitization.
- Use a broad technology stack including Flask, Docker, Kubernetes, Redis, Redshift, MongoDB, Kafka, RabbitMQ, Kinesis, scikit-learn, PyTorch, TensorFlow, Spark, MLflow, SageMaker, Kibana, and Airflow.
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