Nomura Research Institute Indonesia
Nomura Research Institute Indonesia

Machine Learning Engineer  

Nomura Research Institute Indonesia

 
  • Jakarta Pusat, Indonesia
    11/Unit F, Karet Tengsin Kel., Tanah Abang, Jakarta Pusat, DKI Jakarta, Indonesia
    Jakarta Pusat
    DKI Jakarta
    Indonesia
    Indonesia
    TELECOMMUTE
  • IDR 12,000,000.00 - IDR 24,000,000.00 / month
    IDR
    12000000
    24000000
    12000000
    MONTH
  • 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+00:00

Job 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 LeavePaid Sick Leave
  • Transportation AllowancesTransportation Allowances
  • Work from HomeWork from Home
  • Performance BonusPerformance Bonus
  • Medical / Health InsuranceMedical / 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.

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