Machine Learning Engineer
2 months ago
About Company:
Founded in 1997, Rakuten Group is headquartered in Tokyo, with over 20,000 employees worldwide. Rakuten started as the largest eCommerce company in Japan but has now become one of the largest internet conglomerates in Japan offering more than 70 services worldwide including Fintech businesses (Card, Securities, Bank, and insurance) as well as newly entered mobile carrier business as 4th carrier in Japan.
Rakuten India Development Centre is the second largest technology hub outside of Japan that enables & builds platforms for global E commerce, Payments, Digital, AI, Data Science services across the globe. The India arm serves as a research and development center with an employee strength of around 1200 & growing
Job Description:
- 5+ years of development experience, preferably using python, spark
- Able to write production level code, which is well-written and explainable
- Experience using common machine learning frameworks (e.g., TensorFlow, PyTorch) and libraries (e.g., scikit-learn, NumPy, pandas)
- Experience with public cloud (e.g., AWS, GCP)
- Experience with deployment and training of Machine Learning models and MLOps tooling (MLFlow, Seldon, etc...)
- Proficiency in data manipulation, transformation, and storage techniques using tools like SQL, Apache Spark, Apache Hadoop, or similar frameworks.
- Experience with RESTful API and batch applications
- Experience with full development lifecycle, agile development, using task management tool like JIRA
- Microservice development and operation experience with Docker and Kubernetes
- Awareness about SOTA models in machine learning domain
- Experience working in cross-functional teams, collaborating with data scientists, engineers, and stakeholders to deliver ML solutions.
Mandatory Skills
- Python
- ML
- Pytorch
- Tensorflow
- MLops (Kubeflow/MLflow/CUDA/Seldon)
Years Of Experience
5 to 8 Years
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