Full Stack Engineer
Summary
Develop and deploy AI/ML models—deep learning, computer vision, and multimodal AI—using TensorFlow or PyTorch, collaborating with cross-functional teams in Indonesia.
INTIKOM is Hiring for Full Stack Engineer
Scope of Work
- Develop, build, and optimize deep learning models for various AI use cases.
- Design and implement computer vision solutions such as image classification, object detection, OCR, tracking, and segmentation.
- Develop multimodal AI models that combine multiple data types (e.g., text, image, video, audio).
- Perform data preprocessing, feature engineering, and dataset curation for training models.
- Train, evaluate, and fine-tune models using frameworks such as TensorFlow or PyTorch.
- Deploy AI models into production environments and ensure scalability and performance.
- Collaborate with cross-functional teams (product, backend, data, and business) to translate business needs into AI solutions.
- Monitor model performance and perform continuous improvement (model retraining, tuning, etc.).
- Document experiments, models, and technical processes.
Requirement
- Bachelor’s degree in Computer Science, AI, Data Science, or related field.
- Minimum 2–5 years experience in AI / Machine Learning / Deep Learning (adjustable).
- Strong understanding of Deep Learning concepts: Neural networks (CNN, RNN, Transformer)
- Model training, tuning, and evaluation
- Experience in Computer Vision, including:
- Image processing (OpenCV)
- Experience in Multimodal AI:
- Combining text, image, or audio inputs
- Familiar with models like CLIP, multimodal transformers (value added)