Lead Data Scientist - KYC
Job Summary
Job Description
As a Lead Data Scientist specializing in deep learning at GoTo Financial, you will lead the development and deployment of advanced AI models for KYC systems. You'll work with various data types (images, videos, audio, text) to design, train, optimize, and deploy deep learning models using GPUs. Responsibilities include rigorous model evaluation, collaboration with engineering and business teams, ensuring scalability in production, and staying updated on the latest deep learning advancements. This role offers the opportunity to drive innovation and solve critical business challenges within a leading FinTech company expanding its KYC solution internationally.
Must have:
- 5+ years deep learning experience
- Proficient in PyTorch, Python, C++
- Experience deploying models in production
- Computer vision, voice & text processing expertise
- Strong communication & documentation skills
- Master's or PhD in relevant field
Good to have:
- Experience with GCP or AWS
- Android/iOS knowledge
- Experience with NCNN inference engine
11 skills required
Job Details
As a Data Scientist specializing in deep learning at GoTo Financial, you will tackle complex computer vision, voice, and text processing challenges. You will lead the development and deployment of advanced AI models that directly impact our key business products. Your responsibilities will include enhancing our systems with cutting-edge deep learning models and ensuring they are scalable in a production environment. This role offers the opportunity to drive innovation, solve critical business challenges, and shape the future of AI-driven financial solutions at GoTo Financial.
What You Will Do
- Work with data like images, videos, audio, and text etc.
- Design, train, optimize, and deploy deep learning models with GPU.
- Develop comprehensive unit tests and documentation, and rigorously evaluate and benchmark model performance and quality.
- Communicate effectively between the business team and the engineering team to gather and implement project requirements.
- Own the end-to-end process, from defining the technical problem to deploying the solution in collaboration with engineers.
- Stay current with the latest advancements in deep learning and AI technologies.
What you will need
- 5+ years of experience in deep learning, particularly with computer vision, voice, and text processing.
- Proficient in data preprocessing, model training, evaluation, and optimisation.
- Practical experience in applying deep learning to solve real business problems, with models successfully deployed and used in production environments.
- Proficient with deep learning frameworks such as PyTorch, and familiar with Python, C++, and inference engines like NCNN.
- Experience with cloud platforms like GCP or AWS, and working knowledge of Android/iOS is a plus.
- Strong communication skills to understand business needs and effectively convey analytical solutions.
- Ability to write clear and concise technical documentation.
- A Master’s or PhD in Computer Science, Data Science, AI, or a related field.
At Goto Financial, our Data Science team is at the forefront of developing cutting-edge deep learning solutions. We build advanced computer vision models for our KYC system, which is the leading KYC solution in Indonesia and is now expanding to external customers. We also create sophisticated deep-learning models for voice and text processing. Our team is composed of members with diverse backgrounds, bringing expertise in mathematics, statistics, machine learning, and deep learning. We tackle some of the most challenging business problems at GoPay and are passionate about both the technical aspects of data science and the tangible impact our models have on the business.
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About The Company
GoTo is the largest technology group in Indonesia, combining on-demand and financial services through the Gojek and GoTo Financial brands. It is the first platform in Southeast Asia to host these two essential use cases in one ecosystem, capturing a majority of Indonesian consumer household expenditure.
GoTo’s mission is to “Empower Progress” by offering an unparalleled selection of goods and services through a comprehensive merchant and partner network and promoting financial inclusion through its leading payments and financial services business.
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