Senior MLOps Engineer

The Knot Worldwide

  • Barcelona
  • Permanente
  • Tiempo completo
  • Hace 15 días
Job Description:ABOUT THE ROLE AND OUR TEAM:TKWW is looking for a Senior ML Engineer to help grow all the MLOps capabilities inside the company building state-of-the-art machine learning infrastructure. This person will be part of the MLOps team, collaborating closely with data scientists to develop tools that will speed up their work and continuously improve the deployment of ML models into production. In addition, this role will also include working with the latest LLMs to provide state-of-the-art solutions to the company. As an ML Engineer you will be working in a fast-paced environment and using cutting-edge technologies to develop a scalable MLOps platform that will support years of company growth and build a best-in-class web product for couples.RESPONSIBILITIES:
  • 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.
SUCCESSFUL CANDIDATES HAVE:
  • 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.
BENEFITS & PERKS:
  • 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!
About Us:At The Knot Worldwide, we believe you are more than a resume and invite you to go for it, take the leap of faith, and apply for this job if it sparks your passion to join TKWW and make a difference!WHAT WE LOVE ABOUT YOU:You Dream Big. You iterate and experiment to drive innovation.You Love Our Users. You keep our global community at the center of everything you do.You Do the Right Thing. You strengthen your team through respect, fairness, and inclusion.You Hustle Every Day. You favor urgency and own your outcomes.You Win Together. People are at the heart of our success and you play as a team.WHAT YOU LOVE ABOUT US:We believe in a wide range of holistic offerings to support our employees so that they can live our values day in and day out. From mental wellbeing, physical health and financial planning, to engaging perks and discounts, we are in the business of celebrating and supporting the Moments that Matter both in and out of the “office”. We offer flexible vacation, generous parental leave and prioritize initiatives that support the growth, development, and happiness of our people.​​TKWW's approach to the future of work: We embrace a remote culture and empower our employees to work wherever they feel most productive. To facilitate in-person collaboration, we have office spaces in Barcelona, Spain; Boston, MA; Delhi, India; Galway, Ireland; London, England; Madrid, Spain; New York, NY; Omaha, NE; Portland, OR; and Washington, D.C.--US Notice: The Knot Worldwide provides equal employment opportunities (EEO) to all employees and applicants for employment without regard to race, color, religion, sex, national origin, age, or disability. In addition to federal law requirements, The Knot Worldwide complies with applicable state and local laws governing nondiscrimination in employment in every location in which the company has facilities. The Knot Worldwide expressly prohibits any form of workplace harassment based on race, color, religion, gender, sexual orientation, gender identity or expression, national origin, age, genetic information, disability, or veteran status.U.S. Applicants: If you are a resident of California, Colorado, Washington State or New York City, please email to request your state-specific job description. In the subject line, please add the specific job title of the role you are applying to. Please also be sure to specify your state of residence.About the Team:WHAT WE DO MATTERS:Here at The Knot Worldwide, we believe in doing work that matters. In more than 16 countries around the world, The Knot Worldwide's leading family of brands-including The Knot, WeddingWire, Bodas, The Bash, The Bump, and more-help people take celebration planning from inspiration to action. When you join our global team, you'll be a part of a diverse group of individuals passionate about serving and enabling our communities to celebrate the moments that make us.

The Knot Worldwide