Machine Learning Engineer
vor 1 Woche
This is a Machine Learning Engineer - Trust and Safety, Live Streaming, NLP role with one of the leading companies in AU right now 🔥 -- TikTok -- with an amazing team. They are continuing to grow rapidly. This is the chance to join right as the 🚀 takes off.
More About the Role at TikTok 🧐🧐
About the team Our Trust and Safety RD team is fast growing and responsible for building machine learning models and systems to identify and defend internet abuse and fraud on our platform. Our mission is to protect billions of users and publishers across the globe every day. We embrace state-of-the-art machine learning technologies and scale them to detect and improve the tremendous amount of data generated on the platform. With the continuous efforts from our team, TikTok is able to provide the best user experience and bring joy to everyone in the world. We are looking for people like you with solid experience in designing and deploying state-of-the-art models in the combination of NLP and CV related areas. This position will work with a team of excellent research scientists and machine learning engineers who can take initiatives, design and develop advanced machine learning solutions, and deploy them directly to TikTok's global platform. Responsibilities \- Build industry-leading content safety systems for TikTok; \- Develop highly-scalable classifiers, tools, models and algorithms leveraging cutting-edge machine learning, computer vision and data mining technologies; \- Understand product objectives and improve trust and safety strategy and model's performance; \- Work with cross-functional teams to protect TikTok globally. \- Collaborate with data analysts to understand and find data patterns **Qualifications** • 3+ years experience in one or more of the areas: machine learning, deep learning, computer vision, NLP, Audio, content understanding or participating in large-scale online machine learning platforms are preferred • Skilled in pre-training foundation technologies, including efficient training and pre-training as a service, downstream applications of NLP/CV/Video are preferred • Proficient in deep learning frameworks such as PyTorch and TensorFlow, and programming languages such as python or java. • Good programming skills in Python and similar languages, and a deep understanding of data structures and algorithms • Good communication and teamwork skills, be passionate about learning new techniques and taking on challenging problems • Published papers in the top AI conferences or journals is a plus, including KDD, IJCAI, WWW, WSDM, ICML, NeurIPS, CVPR, ECCV, ICCV, ACL, etc.; • Experience in trust and safety area 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.
🚨🚨 If you don’t think you're a perfect fit, you should still sign up to Hatch and create a profile, we'll match you to other roles that suit your profile.
Hatch exists to level the playing field for people as they discover a career that’s right for them. We model this in our hiring process for our partners like TikTok.
✅ Applying here is the first step in the hiring process for this role at TikTok.
We do not discriminate on the basis of gender identity, sexual orientation, cultural identity, disability, age, or any other non-merit factors. To put it simply, Hatch is for everyone.
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