Machine Learning Engineer

Requirements

• You are experienced in end-to-end machine learning deployments and maintenance of ML systems and have at least 2+ years of experience in ML/MLOps;
• You have deployed and ran ML models in production at scale, maybe with hundreds of RPS and low latency;
• You bring solid experience in scaling solutions, monitoring ML stacks and troubleshooting ML deployments to the table. You can help with the technical issues the teams encounter;
• You are experienced in implementing real-time inference ML models in production;
• Good understanding of ML and MLOps principles as well as Software engineering experience in Python should complete your profile;
• Experienced in Docker, Kubernetes, workflow orchestration tools (e.g. Flyte), model and experiment registries (e.g. MLflow) and model serving systems (e.g. Seldon);
• You have solid communication and collaboration skills and are experienced in coordinating initiatives with your team and main stakeholders.

What You'll Be Doing

• Build the ML infrastructure to develop, train and deploy Wolt’s ranking models that select the content to display to our customers;
• Work end-to-end, from use case design to implementation, delivery and monitoring of your solutions;
• Maintain our production ML stack and raise the team’s ML engineering excellence bar;
• Liaise with Wolt’s ML Platform team to adopt different ML technologies and to create technical requirements for their solutions;
• Contribute to Wolt ML Engineering and Applied Science communities;
• Be part of a cross-disciplinary team with Applied Scientists, Software Engineers and Analysts to provide solutions to customer problems with a direct impact on the company’s business KPIs;
• Work at Wolt’s scale: Wolt operates in 30 different markets with millions of customers.

Nice to Haves

• No additional nice to haves mentioned in the job description.

Perks and Benefits

• Role can be based in one of our tech hubs in Berlin, Helsinki, or Stockholm, or you can work remotely anywhere in Finland, Sweden, Germany.