Senior Machine Learning Engineer - Smart Test

Responsibilities

TikTok is the leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Mumbai, Singapore, Jakarta, Seoul and Tokyo.

Why Join Us

At TikTok, our people are humble, intelligent, compassionate and creative. We create to inspire - for you, for us, and for more than 1 billion users on our platform.

We lead with curiosity and aim for the highest, never shying away from taking calculated risks and embracing ambiguity as it comes.

Here, the opportunities are limitless for those who dare to pursue bold ideas that exist just beyond the boundary of possibility.

Join us and make impact happen with a career at TikTok.

Our team plays an essential role in TikTok, as we strive to realize our company's vision of building a global platform for creation and communication.

We are seeking a top-notch ML Engineer, who is fluent in programming language semantics, to help us create the world's best development tools.

As a senior ML Engineer in our Developer Infrastructure team, you will conduct R&D and push the boundaries of ML for Test Infrastructure, including but not limited to, smart test code generation, fuzzing, automatic assertion generation, automatic software defect detection and fixing.

Join us today, and we'll empower you to build large-scale machine learning systems, raising dev productivity to unprecedented levels with powerful ML technology.

Within our team, you will conduct the following activities :

• Development of machine learning systems, including key computing development, task scheduling, and machine learning system management and operation
• Deployment of machine learning services
• Online serving of machine learning models
• Fine-tuning machine learning models
• Iterate and develop the system using customer-driven scenarios

Qualifications

• Master and above degree in Computer Science or related disciplines with 2+ years experience
• Master distributed, parallel computing principles; know the recent advances in computing, storage, networking, and hardware technologies;
• Familiar with state-of-the-art machine learning algorithms and mainstream platforms (e.g., Tensorflow, Pytorch, MxNet), or previous experiences in machine learning areas such as NLP and computer vision.
• Master at least one or two programming languages in a Linux environment such as C / C++, Go, Python, etc;
• Experience in GPU based high-performance computing is a plus

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives.

Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy.

To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach.

We are passionate about this and hope you are too.

TikTok is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws.

If you need assistance or a reasonable accommodation, please reach out to us at redacted