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Machine Learning Engineer

hace 2 meses


Bogotá, Bogotá D.E., Colombia Rappi, Inc. A tiempo completo
About the Role

We are seeking a highly skilled and experienced Machine Learning Engineer to join our Merchant Science team at Rappi, Inc. In this critical role, you will be responsible for building machine learning models and data science capabilities that drive growth of thousands of merchants across the entire Latam.

Key Responsibilities
  • Design, develop, and optimize scalable machine learning solutions and algorithms to optimize merchants' investments and growth.
  • Own the entire modeling lifecycle, from ideation and design to development and implementation, ensuring quality in production.
  • Work with a practical, goal-oriented approach: keeping the impact and timelines front and center, and balancing the business context with technical complexity of projects.
  • Collaborate with a cross-functional team of engineers, data scientists, and product managers to develop, test, and continuously iterate models in a fast-paced environment.
  • Work closely with the data infrastructure team to ensure seamless integration of machine learning models with our existing systems and data pipelines.
  • Continuously monitor and analyze models' performance, identifying opportunities for improvement and implementing necessary changes.
  • Stay up-to-date with the latest industry trends and technologies to ensure our data science and modeling capabilities remain competitive and cutting-edge.
  • Mentor junior team members and contribute to the growth of the team's overall expertise in machine learning and data science.
Requirements
  • BSc or MSc in Computer Science, Engineering, or quantitative field (PhD is a plus).
  • 4+ years (2+ with a PhD) of proven experience in machine learning engineering or similar role, with demonstrable ability to bring impact to business objectives.
  • Proficiency in Python, with experience in ML libraries and frameworks such as scikit-learn, xgboost, and TensorFlow (desirable).
  • Experience with data processing and manipulation, SQL-like languages, and ETL tools such as Airflow.
  • Fluency in Spanish (written and spoken) and advanced proficiency in English.
  • Good software development practices including clean coding, writing tests, and using version control.
  • Familiarity with model deployment tools such as Docker.
  • Familiarity with ML system design, supervised and unsupervised learning, and deep learning.
  • Outstanding analytical and problem-solving skills.
  • Demonstrated independence and ownership.
  • Ability to adapt in a fast-paced, rapidly evolving environment.
  • Strong communication and collaboration skills, with the ability to work effectively within a diverse, cross-functional team.
About Rappi, Inc.

Rappi, Inc. is a leading technology company that is revolutionizing the way people live, work, and interact with each other. We are a team of passionate and talented individuals who are dedicated to making a positive impact on the world.

We are committed to creating a diverse and inclusive work environment that values and celebrates individual differences. We believe that our unique perspectives and experiences are the key to driving innovation and success.

At Rappi, Inc., we offer a competitive salary and benefits package, as well as opportunities for professional growth and development. We are committed to helping our employees achieve their full potential and reach their career goals.

Join us in our mission to make a difference in the world and to create a better future for all.