(ZVX-125) Software Engineer, Machine Learning & Search | Relocation OfferedPubblicato il 20-04-2021 - Mercari in Italia
About Mercari We believe the world needs a place where people can exchange their loved goods. That’s why we built Mercari—to connect people who want to buy and sell things of emotional value through their mobile phones. Mercari has grown to become a leading community-powered marketplace that brings together millions of people every day. Mercari Dev Meetups Position Work Responsibilities Platform engineers for machine learning systems develop the functions and services of the marketplace app Mercari through the development and maintenance of infrastructure and platforms. Mercari is actively applying machine learning technology to provide a more convenient, safer, and more enjoyable marketplace.
Machine learning platform engineers use the cloud and Kubernetes to operate and improve machine learning systems Bold Challenges Develop libraries and frameworks to improve the availability of machine learning/search systems Improve the existing machine learning/search infrastructure and leverage industry-leading best practices to help the AI/search team operate Disseminate the best practices of machine learning/search engine operation, improve the development process, and improve the skills of engineers Develop and improve monitoring and logging systems for the evaluation of machine learning models/search experiments Collaborate with other teams to develop large-scale infrastructure Your qualification Operating a web system Over 5 years of software development experience and over 3 years of Java, Python or Golang development experience End-to-end backend system development experience Basic knowledge and skills related to security, basic knowledge and troubleshooting skills related to RDBMS, SQL, network, Linux, monitoring system, logging, and operation Communication skills to carry out projects in collaboration with multiple teams and stakeholders Will be a plus Developing and operating large-scale distributed systems (Kubernetes, Hadoop, etc.) Functional development and bug fixing skills necessary to improve system performance and reliability Using container technology such as Docker and Kubernetes Using the cloud (AWS, GCP, Microsoft Azure, etc.) Microservice development and operation experience with Docker and Kubernetes Using one or both of the following: Machine learning: TensorFlow Serving, TensorFlow Lite, ONNX Search: Elasticsearch, Solr or other OSS search engines Related Articles Conversation between Machine Learning Engineers. Meet @ lain21 and @ chica #WeMakeMercari What we offer Employment Status Full-time Probationary period: First 3 months after joining the company. (During this period your contract conditions will be the same as that of a permanent employee.) Office Location Roppongi Work Hours Scheduled working hours: 10 AM – 7 PM Currently, due to COVID-19 pandemic, we have introduced a full-flex system without core time to increase the choice of working hours and allow for more flexible working styles. (*does not apply to all positions) Holidays Two days off per week (as well as national holidays, New Year's break, etc.) Paid leave, congratulatory and bereavement leave, relax days, sick leave Salary Annual salary paid in 12 installments (monthly) Based on skills, experience, and abilities Reviewed twice a year Benefits Complete health and social insurance Incentive program Support systems, including those that benefit employee family members Language learning support Translation/interpretation support *See this page for details