Senior MLOps Engineer
The Knot Worldwide
- Barcelona
- Permanente
- Tiempo completo
- Be an essential part of the MLOps team.
- Work with data science and business stakeholders to deploy scalable machine learning models in production in a timely manner.
- Assemble large, complex data sets that meet requirements to support data science and analytics projects.
- Contribute to expanding and improving the infrastructure to support all stages of the machine learning model lifecycle, including feature engineering, feature store, model training, testing, monitoring, and deployment in a production environment.
- Proactively identify, and implement internal process improvements including automating manual work, optimizing data delivery, re-designing infrastructure for greater scalability.
- Support daily operations and production of our data platform, including monitoring, quality, and governance utilities, CI/CD pipelines, and all data integration touchpoints.
- Apply the latest AI technologies to TKWW's suite of customer products offerings.
- Bachelor's degree in Computer Science, Engineering or related field.
- Excellent communication skills in English (oral and written).
- 3+ years of engineering experience with 1+ years of experience building big data pipelines using Python, SQL, and Apache Spark.
- 3+ years deploying and maintaining ML models in production with demonstrable business impact.
- Strong understanding of cloud architecture tools and services, such as AWS and cloud data warehouses.
- Working knowledge of open-source data orchestration tools such as Apache Airflow and experience applying them.
- Experience working with vector databases is a plus (Qdrant, ChromaDB…).
- Willingness to learn new technologies and approaches to solve new problems.
- Snowflake experience is a plus.
- Experience on working with LLMs will also be an advantage.
- Private Health Insurance paid by the Company
- Subsidies and grants in training and English courses
- Flexible working hours
- Tax relief options for Ticket Restaurant, Ticket Transportation, and Daycare
- Tickets restaurant
- Udemy courses
- Life insurance
- Gym discounts
- TYPS: easy APP to ask for salary advance payments in 48h
- Free paid hours: use your paid holidays as hours
- Referral bonus
- Getting married or having a baby? We have a gift for you!