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Machine Learning Engineer - User Growth - Recommendation - Singapore - TIKTOK PTE. LTD.

TIKTOK PTE. LTD.D01 Cecil, Marina, People’s Park, Raffles Place, SG

12 days ago

Job description

Roles & Responsibilities

Responsibility

Develop large-scale machine learning algorithms and build industry leading recommendation systems to optimize user retention rates.
Data-driven : connect data to real-world user experiences using superior data sensitivity and analytical skills.
Using deep understanding of systems and scenarios, deliver end-to-end solutions to achieve the growth targets in diverse scenarios and recommendation systems.
Work cross-functionally with product managers, data scientists, and engineers to understand insights, formulate problems, and design, refine, and test machine learning algorithms and strategies.

QualificationsMinimum Qualifications :

Master's degree (or higher) with a background in computer science, machine learning, or related fields.

Minimum 2 years hands-on experience in one or more of the following areas : recommendation systems, machine learning, deep learning, large language model, computer vision, NLP, causal inference or multimodal machine learning.

Strong proficiency in Python and / or C / C++, and familiarity with a machine learning framework. Have a deep understanding of data structures and algorithms.

Good communication and teamwork skills are required. Applicants must be passionate about learning new techniques and tackling challenging problems.

Tell employers what skills you have

TensorFlow

Machine Learning

MongoDB

Analytical Skills

Big Data

Data Structures

Architectural

Software Engineering

Computer Vision

PyTorch

Python

Writing

Statistics

Data Science

Debugging

Teamwork Skills

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Machine Learning Engineer • D01 Cecil, Marina, People’s Park, Raffles Place, SG