Machine Learning Engineer
- Jakarta Pusat, Indonesia11/Unit F, Karet Tengsin Kel., Tanah Abang, Jakarta Pusat, DKI Jakarta, IndonesiaJakarta PusatDKI JakartaIndonesiaIndonesiaTELECOMMUTE
- 15,000,000.00 - 30,000,000.00 IDR / monthIDR15,000,000.0030,000,000.0015,000,000.00MONTH
- Full time
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.
- 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
- Performance Bonus
- Paid Sick Leave
- Transportation Allowances
- Work from Home
- Amazon Web Services
- Machine Learning
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