Software Engineer, Machine Learning

This role is based in Singapore.

Responsibilities:

• Collaborate with cross-functional teams (product, design, operations, infrastructure) to build innovative application experiences.
• Implement custom user interfaces using the latest programming techniques and technologies.
• Analyze and optimize code for quality, efficiency, and performance, and provide feedback to peers during code reviews.
• Set direction and goals for teams, lead major initiatives, provide technical guidance and mentorship to peers, and help onboard new team members.
• Architect efficient and scalable systems that drive complex applications.
• Identify and resolve performance and scalability issues, and drive large efforts to reduce technical debt.
• Work on a variety of coding languages and technologies.
• Establish ownership of components, features, or systems with expert end-to-end understanding.

Minimum Qualifications:

• 8+ years of programming experience in a relevant language OR 4+ years experience with a PhD.
• Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
• Demonstrated experience driving change within an organization and leading complex technical projects.
• Experience utilizing data and analysis to explain technical problems and provide detailed feedback and solutions.

Preferred Qualifications:

• Masters degree or PhD in Computer Science or a related technical field.
• Experience with frameworks like TensorFlow, PyTorch, or Scikit-learn.
• Knowledge of NLP techniques, including text preprocessing, tokenization, and sentiment analysis.
• Understanding of information retrieval concepts, such as indexing, querying, and ranking.
• Grasp of data structures and algorithms, including graph theory and optimization techniques.