Algorithm Engineer, Tiktok Ecommerce - Singapore - NodeFlair
Description
Job Summary:
Salary
S$6,500 - S$13,000 / Monthly
Job Type
Seniority
Junior
Years of Experience
At least 0 years
Tech Stacks
Graph TensorFlow C++ Entity PyTorch Keras Java Spark C Python
TikTok will be prioritizing applicants who have a current right to work in Singapore, and do not require TikTok's sponsorship of a visa.
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.About the team
Our team is responsible for developing large scale product knowledge graphs to improve online shopping experience.
We are currently looking for talented software engineers that have a deep understanding of Natural Language Processing (NLP), Computer Vision (CV), Deep Learning (DL) and Machine Learning(ML).
Responsibilities
You will be developing state-of-the-art models to solve challenging problems that impact both the platform and millions of customers, including:
- Responsible for building and continuously optimizing algorithm solutions in product profiling construction & product information quality improvement etc. to accelerate supply operational efficiencies in global e-commerce markets;
- Responsible for continuously optimizing fundamental algorithms of unified product representations to further improve traffic efficiencies in global e-commerce markets;
- Responsible for continuously maintaining and improving the robustness, stability and computational efficiencies of algorithm solutions in a live business environment.
Qualifications
- Master or Ph.
- Experience in at least one of the technological areas:
- Natural language generation, named entity recognition, machine translation, question answering, knowledge graph, information extraction, text mining and classification etc.
- Computer vision, facial recognition, multimodal learning, object detection & tracking, image classification etc.
- Machine learning, transfer learning, graph embedding, representative learning, largescale optimization, recommendation, reinforcement learning, etc.
- Work experience in ecommerce or Internet industry is preferred.
- Strong coding skills in at least one of the following programming frameworks, e.g. Python, Java, C/C++, Spark etc.; Familiaer with at least one of the following deep learning frameworks, e.g., PyTorch, TensorFlow, Keras etc.
- Strong analytical and problemsolving skills.
- Work and collaborate well with team members.
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.More jobs from NodeFlair
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