Machine Learning Engineer (Data & AI Products)
Machine Learning Engineer (Data & AI Products)
雇用形態:
正社員
職種:
IT開発
言語:
Japanese Level - None,English Level - Advanced (TOEIC 860)
勤務地:
Setagaya-ku
給与:
¥8,000,000.00 - ¥11,000,000.00 年収
求人ID:
474826
A Global IT Services company is looking for a Machine Learning Engineer (MLOps Engineer).
Responsibilities:
- Merge the realms of machine learning and software engineering, focusing on the development of AI-driven products at scale.
- Be instrumental in transforming prototypes into production-level solutions, developing new features for our AI-driven products, and designing robust & scalable machine learning architectures.
Required Skills:
- 7+ years of professional experience or the equivalent skills
Machine Learning / MLOps
- High level understanding of modern MLOps trends
- High level mathematical understanding of general machine learning models
- Proficiency in using at least one of modern ML frameworks such as TensorFlow, PyTorch, or Keras, etc.
- Experience in full lifecycle in production development: from (large scale) data pipelines to model training, inference APIs (both batch and real-time), and model version control & tracking/observability, including overall solution design optimizations.
Software Engineering
- High level of familiarity with the full web stack
- Expert/Senior level in at least one of the major/modern computer languages including but not limited to Python, C/C++, Java, or Go, etc.
- Experience with modern CI/CD processes & DevOps
- Experience with Cloud Native Technologies (E.g. Docker, Kubernetes)
Tech Stack:
While we advocate for using the right technology for the right task, we often leverage the following technologies:
Python, Django, Flask, Golang, REST, GraphQL, Docker, Kubernetes, Helm, Argo Workflow, Argo CD, Gitlab (CI), Sentry, Presto/Trino, Hive, Hadoop, Spark, Postgres, SQL/HQL, Kubeflow, etc.
Why should you apply:
- Great opportunity to be able to work for well-established company
- Cross-departmental communication is possible in an international environment
Company Overview: This is a global company with a strong presence in multiple business sectors. It has achieved sustained growth both domestically and internationally, including in the U.S. and Europe. The company prides itself on its diverse and international environment, providing ample career opportunities and a commitment to equal opportunity. With a wide range of business activities, the company also works with various technologies. You can choose your preferred working environment, whether Windows or Mac! Meals at the employee cafeteria are free, and the chef regularly comes up with new menus, ensuring you never get bored of the meals!
Work Hours : 9:00 AM – 5:30 PM (Flextime or staggered working hours possible)
Work Style : Hybrid (Typically 4 days in the office, 1 day working from home)
Holidays : Saturdays, Sundays, public holidays, New Year holidays, paid leave, bereavement leave, and other special leave
Benefits: Full social insurance (employee pension insurance, health insurance, worker’s accident compensation insurance, unemployment insurance), DC pension plan, transportation allowance, childcare and caregiving support, cafeteria, retirement benefit system, welfare services (Relo Club), health counseling services, relocation support (visa support, moving), employee discounts (moving, language classes, etc.), and more
Interview Process: 3 times
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