Full Stack Engineer

PT. Intikom Berlian Mustika; Jakarta Pusat; Presencial; IDR 350.000.000 - 550.000.000; Jornada completa

Descripción de la vacante

INTIKOM invites applications for a Full Stack Engineer focused on AI/ML to design, implement, and optimize models for real-world use cases. You will work on deep learning, computer vision, and multimodal AI systems to deliver production-ready solutions.

In this role, you will collaborate with product and backend teams, handle data preprocessing, train and evaluate models in TensorFlow or PyTorch, and document experiments and results.

Formación

• 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).
• 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).

Responsabilidades

• 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.

Conocimientos

CNN

RNN

Transformer

OpenCV

Multimodal AI

TensorFlow

PyTorch

Educación

Bachelor's degree in Computer Science, AI, Data Science, or related field

Herramientas

CLIP

Multimodal transformers

Descripción del empleo

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)