Deskripsi Pekerjaan
Are you passionate about bridging the gap between theoretical research and real-world application? We are looking for an innovative AI Research Scientist/Engineer to join our dynamic team in Singapore. In this pivotal role, you will be responsible for translating prototypes into scalable products, ensuring that successful machine learning models move seamlessly from the lab to production environments.
Collaborate closely with engineering and product teams to integrate robust ML solutions into Sonar's ecosystem. You will leverage your expertise to optimize algorithms, improve model accuracy, and drive technical excellence across the organization.
Tanggung Jawab
- Translate experimental ML prototypes into production-ready products and systems.
- Collaborate closely with engineering and product teams to integrate successful ML prototypes into Sonar's platform.
- Design, implement, and optimize deep learning and machine learning algorithms for high-scale environments.
- Conduct rigorous research and testing to validate model performance and reliability.
- Stay abreast of the latest advancements in AI/ML and evaluate their applicability to our products.
- Document technical findings, create model architecture diagrams, and present results to stakeholders.
Kualifikasi
- Bachelor’s, Master’s, or PhD degree in Computer Science, Artificial Intelligence, Machine Learning, or a related technical field.
- Proven experience in building and deploying AI models at scale.
- Strong proficiency in programming languages such as Python, C++, or Java.
- Deep understanding of machine learning libraries and frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
- Experience with data manipulation, feature engineering, and model evaluation techniques.
- Excellent problem-solving skills and the ability to work in a fast-paced, collaborative environment.