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【Solving Society's Issues via AI&MLOps】We Are Recruiting Platform Engineer!
Overview
The Platform Engineering Division at ExaWizards, is an engineering division that is currently responsible for all product/project infrastructure and tools. We are also responsible for all cloud resources and all platform infrastructure development and operations.
We are currently seeking out MLOps Engineers that can think and act according to their own will, work in a team with a professional mind and a passion and commit themselves to producing results.
ExaWizards provides an environment where you can actively take on challenges with outstanding colleagues to improve society.
Use your creativity and driving force to create a better world with us!
What We're Looking For
Job Responsiblities
- Research and implement various ML tools and frameworks
- Development and operation of all ML infrastructure
- Shorten development cycles for our ML based products and projects:
- Build and automate our ML workstreams from data analysis, experimentation, operationalization, model training, model tuning to visualization
- Create, improve and maintain our automated CI/CD pipelines for ML
- Increase our deployment velocity, including the process for deploying models and data pipelines into production
- Create, build and maintain data pipelines for analytics, model evaluation and training (includes versioning, compliance and validation).
- Conduct internal training and presentations about MLOps, tools benefits and usage
Required Skills
- Development experience with Python or another high level programming language
- Experience with CI/CD tooling
- Experience with at least one ML framework (PyTorch, Tensorflow, Keras, etc.)
- Experience with at least one container technology stack (Kuberentes, Docker, etc.)
- Good understanding of ML concepts
- Strong interpersonal skills; able to work independently as well as in a team
- Experience or knowledge of at least one cloud platform (AWS, Azure, GCP, etc)
- Bi-lingual (business English & Japanese daily conversation or English daily conversation & Japanese native)
Preferred Skills
- Experience with data validation and versioning
- Experience working with data scientists and/or ML engineers and building auto-scaling ML systems
- Experience in operationalization of ML projects using at least one of the popular frameworks or platforms (e.g. Kubeflow, AWS Sagemaker, Google AI Platform, Azure Machine Learning, DataRobot, DKube, etc.).
- Strong knowledge of ML models (linear regression, ensemble methods, boosting, RNN, CNN, GCN, GAN, etc.)
What Can YOU Experience at ExaWizards!
- Solve social issues with some of the biggest companies and goverment organisations
- Work on cutting edge A.I with some of the smartest people in the industry
- Develop yourself in the A.I field as a MLOps engineer
Screening Process
▼Documentation Check
▼Online Coding Interview (possible to skip)
▼1st Interview
▼2nd Interview
▼Final Interview
- 応募する
About ExaWizards
ExaWizards is an AI start-up with a simple mission: solve social issues using AI and create a happy society. But to achieve it, they’re tackling issues across a wide variety of industries: Care tech, HR, fintech, medicine, security and more. They believe AI can help solve problems in all these areas, and they’re determined to do just that. Their business model can be broken into two different flows: project-focused and product-focused. For project-focused initiatives, they start from scratch. Their ML engineers and consultants identify business problems and build models aimed at solving them. In their product flow, they take the ML models developed for specific problems and generalize them to be useful for a wider array of problems. Normally they develop these solutions into SaaS products.
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