Machine Learning Engineer

We are looking for a Machine Learning Engineer to join the team of our client Xmartlabs, a company specialized in mobile and web development that creates and uses cutting-edge technologies, tools and processes. They work as partners of high-growth startups, providing the best strategy, design and technology to create innovative and transformative software products.

Requirements:

• Use the products that user is browsing and recommend using computer vision algorithm based on product idThe models are built using python, pytorch and pyspark

Responsibilities:

• Design the Data pipeline and the ML pipeline to operationalize the models in production. Assume that we are looking at Public Cloud for deployment.
• The recommendation needs to change based on the context of the consumers journey and so how to take care of managing context.
• It’s also necessary to log all aspects of consumers journey and the recommendation served to the customer and the ac6ons taken by the customer.
• Do consider aspects like performance (SLA of 500 ms) , scalability, failover and any other aspects that you think is important for deployment.
• Discuss the role of MLOps in your implementation and seting up of monitoring, logging, alerting and tracing for the microservices based solution serving the recommendations. Assume that there are a billion impression on the webpage each day and the recommendations change dynamically based on costumer context.

Time shift: Full time

Location: Remote. Recolocation to Uruguay