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
  • 15,000,000.00 - 30,000,000.00 IDR / monthIDR15,000,000.0030,000,000.0015,000,000.00MONTH
  • Full time
Posted a month ago and deadline of application is on 3 Jun
Recruiter was hiring 3 days ago

Machine Learning Engineer

Nomura Research Institute Indonesia

Job Description

A Machine Learning Engineer train machine learning and deep learning models on a computing cluster to perform visual recognition tasks, activity detection with numerous sensors, etc.

  • Design & implement ML/DL solutions and integrate them with various Big Data platforms and architectures.
  • Creating and Maintain Machine Learning pipelines that are scale-able, 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.
  • Realize Continuous Integration (CI) and Continuous Deployment (CD) pipelines within ML/DL platforms.

Minimum Qualifications

Requirements:

  • 3 years of hands-on experience in building ML models deployed into real-world business applications or research.
  • Good understanding of Machine Learning / Deep learning framework such as Jupyter Notebook, Anaconda, Tensorflow, Keras, Scikit-Learn, PyTorch, MXNet, etc.
  • Experience working with cloud services platform (AWS or GCP) to build ML/DL pipelines; training (GPU CUDA), evaluating (Tensorboard), deploying (SageMaker, Docker container).
  • Proficiency with Python, R and basic libraries for machine learning such as scikit-learn and pandas
  • Strong working knowledge of ML/DL algorithms (classification, regression, clustering, hyperparameter tuning, etc).
  • Experience in model compression or quantization for on-edge-device inference
  • Proficiency with Open CV
  • Experience with Image Processing/Computer Vision
  • We will also factor in relevant certifications (e.g., AWS, Coursera)
  • Experience with Continuous Integration and Continuous Delivery(CI/CD)

Perks and Benefits

  • Medical / Health Insurance Medical / Health Insurance
  • Performance Bonus Performance Bonus
  • Paid Sick Leave Paid Sick Leave
  • Transportation Allowances Transportation Allowances
  • Work from Home Work from Home

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
Often 
Office Address
Sahid Sudirman Center, Jl.Jend.Sudirman Kav.86
Industry
Information Technology / IT
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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