Research Engineer - Music ML

Date Posted: Posted30+ days ago

Job Description

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, Singapore, Jakarta, Seoul and Tokyo.

What is the SAMI team?

We are the Speech, Audio, Music and Intelligence (SAMI) team. Our mission is to empower content interaction & creation via multimodal audio. SAMI is a group of research scientists, engineers and product managers working across the US, Europe and China.

1. Build core technology and conduct cutting-edge research in symbolic music generation, music information retrieval and related fields.
2. Land technology advances in various products (e.g. TikTok, Resso, Lark, Douyin).
3. Investigate new products with artificial intelligence technology at their core.

1. Mastery of the Python 3 programming language
2. Deep understanding and hands-on experience of various deep learning techniques; familiar with deep learning frameworks such as TensorFlow and/or PyTorch.
3. Background in music information retrieval, symbolic music generation and/or automatic mixing / mastering.
4. Solid musical understanding.
5. Strong software engineer, capable of maintaining, refactoring, building and shipping products quickly when required.
6. Highly competent in algorithms and programming.
7. Curious, self-driven and self-motivated with the ability to work in a fast-paced collaborative team.

The following experiences are a plus:
1. Competency in at least one other programming language (e.g. C/C++, Javascript, Go, etc)
2. Publications in top conferences in MIR, machine learning etc.
3. Experience working in industry
4. Knowledge of sequence models and generative models.
5. Experience working on full-stack projects.

Please include in your application a link to your LinkedIn profile and any other links you feel are relevant, such as your personal website and/or GitHub profile.

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 believe individuals shouldn't be disadvantaged because of their background or identity, but instead should be considered based on their strengths and experience. We are passionate about this and hope you are too.

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