Machine Learning Engineer for Seller Growth

4 weeks ago

Seattle, Washington, United States Tik Tok Full time
About the Role

TikTok is building a global e-commerce platform that connects millions of users with their favorite brands and products. As a Machine Learning Engineer, you will contribute to the development and implementation of cutting-edge machine learning models and algorithms to optimize seller growth.

Key Responsibilities
  • Streamline Data Workflows: Build scalable data pipelines for automated preprocessing, model training, and prediction. Conduct data processing and exploratory analysis for large-scale datasets.
  • Innovative Machine Learning Solutions: Design, develop, and optimize advanced machine learning algorithms for diverse tasks. Monitor model performance, identify anomalies, and proactively address potential issues.
  • Cross Functional Collaborations: Collaborate with data scientists, analysts, and subject matter experts to define objectives and develop strategies for complex business challenges. Communicate findings, insights, and technical concepts adeptly to both technical and non-technical stakeholders.
  • Continuous Learning: Stay abreast of the latest advancements in data mining, machine learning, and related fields. Apply emerging knowledge to enhance team capabilities and identify new opportunities.

Requirements
  • Hold a Master's or advanced degree in Computer Science or in a related field
  • Possess 2+ years of experience as a Machine Learning Engineer
  • Proficient in using SQL and Python, with expertise in data manipulation and analysis libraries
  • Familiarity with big data processing frameworks such as Hadoop and Spark. Demonstrated experience in distributed computing for efficient data mining on large-scale datasets.
  • Possess a solid understanding of machine/deep learning concepts and techniques, including feature engineering, model evaluation, and optimization.
  • Exhibit strong analytical and problem-solving skills, showcasing the ability to derive insights from complex and unstructured datasets.
  • Excellent communication and collaboration skills. Proven ability to work effectively in cross-functional teams and articulate technical concepts to non-technical stakeholders.

About TikTok

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 https://shorturl.at/ktJP6

This role requires the ability to work with and support systems designed to protect sensitive data and information. As such, this role will be subject to strict national security-related screening.

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