AI & 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.
**Requirements**:
- 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.
- Willing to travel throughout Indonesia.
- Willing to be placed ini Depok, Jawa Barat.
**Job Types**: Full-time, Fresh graduate
Pay: From Rp500,000,000 per month
Application Question(s):
- Berapa Gaji yang Anda harapkan?
- Jelaskan pengalaman Anda dalam pengembangan teknologi computer vision dan machine learning?
- Project AI atau Computer Vision apa yang pernah Anda kerjakan?
- Apakah Tugas Akhir yang Anda ambil berkaitan dengan pengembangan AI atau Computer Vision untuk pemantau tinggi muka air, curah hujan, atau iklim?
- Apakah Anda memiliki pengalaman dalam mengembangkan project dengan aplikasi AI atau Computer Vision dalam sistem sensor dan telemetri?