Machine Learning Engineer

hace 2 semanas


Bogota, Colombia Avant A tiempo completo

What you do at Avant:- Automate different model training and scoring processes while considering scalability as our data grows.-
- Develop promotion pipelines that build and deploy our models as services. We use build tools like Docker and platforms such as Github Actions and Jenkins for CI/CD.-
- Write robust test suites and documentation that ensures our code performs as expected and allows ease of use for end users.- Query, manipulate, and store data sources and streams. Avant has large amounts of data and we use tools like PostgreSQL, Hive, and Spark to access it.- Have a say in project planning and system design decisions.- Collaborate with other backend engineers and data-minded people to brainstorm ideas, solve complex problems, and deliver.- Be a part of a culture that treats engineers as both teachers and students, and encourage this by presenting weekly Lunch and Learns, hosting hackathons, and attending conferences.

Why you are a fit at Avant:
- You have a bachelor’s or advanced degree in a field such as computer science, mathematics, machine learning or another quantitative discipline.- You have strong knowledge of machine learning and data engineering concepts, computer science fundamentals, and coding/testing best practices with 8 or more years of experience working in a data and ML driven team.- You are excited about system design and enjoy creating project plans and seeing them through to completion.- You have experience automating processes and are concerned with increasing efficiency and scalability.- You are intellectually curious, love to learn about new technologies, and can teach others from your experiences.-
- You’re entrepreneurial, self-driven, and take pride in improving our customers’ experiences.- You like communicating directly with business units from all over the company to ensure you understand and can best handle the pain points and the wide range of stakeholders' needs.


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