Ml Engineer Job in Rakuten India Development Center
Ml Engineer
Rakuten India Development Center
4+ weeks ago
- Bengaluru, Bangalore Urban, Karnataka
- Not Disclosed
- Full-time
Job Summary
Position Details
- Build and maintain ML deployments pipelines
- Build data APIs and ML microservices
- Work with new technology verification, bringing innovations into our services
- Collaborate globally with other team members
Mandatory Qualifications:
- 5+ years of development experience, preferably using python
- Able to write production level code, which is well-written and explainable
- Experience using ML libraries, such as scikit-learn, mllib
- Experience working with GPUs to develop and deploy models
- Experience with big data tools such as Hadoop, Spark, Kafka, etc.
- Experience with RESTful API and batch applications
- Experience with deployment and training of Machine Learning models
- Experience with full development lifecycle, agile development, using task management tool like JIRA
- Experience with Docker, microservices platforms such as Kubernetes
- Experience with production engineering practices such as CI/CD
Desired Qualifications:
- Experience with public cloud ML tools (AWS Sagemaker, Google AI platform )
- Experience with MLOps (MLFlow, Seldon, etc...)
- Experience with datastores such as Redis, Postgres, Couchbase etc.
- Experience with performance profiling and tuning
- Experience with developing distributed, scalable and high-available applications
- Knowledge about applications using GPU, Machine Learning, Deep Learning
- Experience with load balancer, HAProxy, Nginx, etc.
- Experience with log analysis system such as Prometheus, InfluxDB, ElasticSearch/Kibana, etc.
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