Detail Pekerjaan
Onesia Nusantara Evolusioner
Jakarta Barat, DKI Jakarta
Full-Time • Kerja di kantor
Terakhir diperbarui pada 10 Apr 2025
Pendidikan
Minimal S1
Jenis Kelamin
Tidak ada ketentuan
Usia
Tidak ada ketentuan
Pengalaman
Minimal 2 Tahun
Pekerjaan ini membutuhkan
Deskripsi Pekerjaan
Responsibilities:
1. Developing and modeling computer vision models:
● Design, develop and train deep learning models using libraries such as TensorFlow, PyTorch, OpenCV and Keras.
● Implementing and optimizing convolutional neural networks (CNNs) for tasks such as object detection, image segmentation and classification.
2. Data Management and Preparation:
● Perform data preparation, cleaning and annotation to ensure the quality of the sets used in training.
● Working with data annotation tools for image segmentation and labeling.
3. Deploy and monitor models:
● Deploy machine learning models in production using frameworks such as TensorFlow Serving,
4. Docker and Kubernetes.
● Configure and manage deployment pipelines in cloud environments (AWS, Azure, GCP).
● Monitoring the performance of models in production, adjusting and retraining when necessary to ensure efficiency and accuracy.
5. Performance Optimization:
● Optimize models for efficient execution on specific hardware, such as GPUs and CPUs.
● Ensure the scalability and performance of machine learning systems in production.
6. Collaboration and Technical Support:
● Work collaboratively with data, engineering and product teams to align machine learning solutions with business needs.
7. Research and Innovation:
● Keeping up to date with trends and advances in computer vision and deep learning.
● Propose new approaches and solutions to existing problems using supervised, unsupervised and deep learning techniques.
Requirements:
● Minimum of 2 years experience in model development with libraries such as TensorFlow, PyTorch, OpenCV and Keras.
● Experience with modeling and training convolutional neural networks (CNNs) for computer vision tasks.
● Knowledge of object detection, image segmentation and classification algorithms.
● Experience with Machine Learning frameworks and data annotation tools.
● Skill in programming languages such as Python and C++
● Experience with model deployment tools (e.g. TensorFlow Serving, Docker, Kubernetes).
Benefit
Hari Kerja
Senin - Jumat
Jam Kerja
08:00 - 17:00
Tentang Perusahaan
Onesia Nusantara Evolusioner
Distributor
Onesia Nusantara Evolusioner merupakan sebuah perusahaan yang bergerak di bidang Distributor produk IT dengan teknologi terkini dan tercanggih.
Lihat detail profil
PT Linksindo Makmur
Jakarta Pusat, DKI Jakarta
Minimal S1
Terakhir diperbarui hari ini