We are seeking a highly skilled and experienced Deep Learning Specialist to join our client team at a leading trading firm. The ideal candidate should have a strong background in AI and deep learning, preferably in AI or deep learning. Previous experience in solid AI firms or financial firms specializing in machine learning is highly desired.
- Develop and implement deep learning models for various applications, such as natural language processing, computer vision, and anomaly detection.
- Collaborate with cross-functional teams to gather requirements and design solutions.
- Conduct research and stay updated with the latest advancements in deep learning models and frameworks.
- Optimize and fine-tune existing models to improve performance and accuracy.
- Analyze large and complex datasets to extract meaningful insights.
- Develop and maintain production-ready code for deployment in real-world applications.
- Provide technical guidance and mentorship to junior team members.
- Solid working experience in AI firms or financial institutions focusing on machine learning.
- Ph.D. in AI or deep learning background is preferred.
- Proficiency in programming languages such as Python, C++, or R.
- Strong knowledge and experience with deep learning models, including LSTM and Transformers.
- Familiarity with popular deep learning frameworks, such as PyTorch and Tensorflow.
- Previous experience in high-frequency trading, quantitative research, time series modeling, or signal processing is highly desirable.
- Strong analytical and problem-solving skills.
- Excellent communication and collaboration abilities.
- A minimum of 3-5 years of experience in deep learning or related fields.