Machine Learning Engineer
Nomura Research Institute Indonesia
- Jakarta Pusat, Indonesia11/Unit F, Karet Tengsin Kel., Tanah Abang, Jakarta Pusat, DKI Jakarta, IndonesiaJakarta PusatDKI JakartaIndonesiaIndonesiaTELECOMMUTE
- IDR 12,000,000.00 - IDR 24,000,000.00 / monthIDR120000002400000012000000MONTH
- Full timeFULL_TIME
Posted a month ago and deadline of application is on 15 Dec
Recruiter was hiring 2 days ago
2022-04-26T19:53:06.682535+00:002022-12-15T17:00:00+00:00Job Description
A Machine Learning Engineer trains, validates and evaluates machine learning and deep learning models which perform predictive tasks in various domains such as computer vision, natural language understanding and time-series analysis. Some examples include visual recognition models, activity detection using sensor data and demand forecasting.
- Translate and refine business goals into appropriate machine learning objectives.
- Design and implement ML/DL solutions and integrate them with various Big Data platforms and architectures.
- Create and maintain ML pipelines that are scalable, robust, and ready for production.
- Collaborate with domain experts, software developers, and data scientists.
- Troubleshoot ML/DL model issues, including recommendations for retrain, re-validate, and improvements/optimization.
Minimum Qualifications
Requirements:
- Hands-on experience in building ML models deployed into real-world business applications or research.
- Working knowledge of ML/DL algorithms (classification, regression, clustering, hyperparameter tuning, etc).
- Proficiency with Python and libraries for machine learning such as scikit-learn and pandas.
- Good understanding of Deep learning frameworks such as Tensorflow, Keras, PyTorch, MXNet, etc.
- Experience in using computer vision libraries such as OpenCV, PIL.
Preferred:
- Experience working with cloud services platform (AWS or GCP) to build ML/DL pipelines.
- Experience in multi-GPU model training with CUDA.
- Experience in ML experiment tracking tools (e.g. WandB, Neptune, TensorBoard).
- Experience in model deployment using Docker (e.g. AWS SageMaker, Google Kubernetes Engine).
- Experience in model compression or quantization for on-edge-device inference.
- Experience with Continuous Integration and Continuous Delivery(CI/CD).
- Relevant certifications in machine learning and cloud technologies (e.g., AWS, Coursera) would be a plus.
Perks and Benefits
Paid Sick Leave
Transportation Allowances
Work from Home
Performance Bonus
Medical / Health Insurance
Required Skills
- Amazon Web Services
- Python
- Machine Learning
Jobs Summary
- Job Level
- Associate / Supervisor
- Job Category
- IT and Software
- Educational Requirement
- Bachelor's degree graduate
- Recruiter response to application
- Always
- Office Address
- Sahid Sudirman Center, Jl.Jend.Sudirman Kav.86
- Vacancy
- 2 openings
- Website
- https://www.nri.co.id/
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About Nomura Research Institute Indonesia
NRI Indonesia was established in October 2015 as a base of NRI Group for providing IT service/consultancy in Indonesia.
We provides wide range of IT solution/consultancy as an integrated service to seek business success together with our clients in huge potential market of Indonesia.
Our activities cover the following:
- Planning, designing and implementing enterprise system
- Designing/implementing loyalty program
- Big data analytics
- Managing and operating systems particularly in the area of retail and distribution, manufacturing, finance and service industries
According to NRI’s basic philosophy, NRI Indonesia aims co-prosperity with our clients in the long term relationship, and wishes to contribute to economic growth with improvement of human life in Indonesia.