9 hours ago

Senior Machine Learning Engineer - E-commerce Merchant and Creator Growth

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 9 hours agoStatus: Live

Job Summary

Build machine learning and causal inference capabilities for TikTok Shop’s marketplace growth, helping expand merchants and creators. Analyze large-scale datasets to find correlations and causal relations, define data mining objectives with product and business stakeholders, and engineer features and embeddings. Develop scalable data pipelines, benchmark algorithms for performance and interpretability, and communicate insights to both technical and non-technical partners.

Location: Seattle

Workplace: Onsite

Employment Type: Full time

Job Function: Data Science & Machine Learning

Seniority: Mid level

Key Responsibilities

•Use advanced machine learning to analyze large-scale datasets and identify correlations and causal relations for merchant and creator growth.
•Collaborate with business stakeholders, product managers, and data scientists to define data mining objectives and strategies.
•Apply feature engineering to derive features and embeddings from raw data and improve model performance.
•Develop scalable data pipelines to preprocess and transform data while ensuring quality, consistency, and availability.
•Evaluate and benchmark machine learning approaches, recommending solutions based on performance, scalability, and interpretability.

Key Requirements

•Proficient in SQL and Python with experience manipulating and analyzing data.
•Experience with big data processing frameworks such as Hadoop and Spark and distributed computing for large-scale data mining.
•Solid understanding of machine/deep learning concepts including feature engineering, model evaluation, and optimization.
•Strong analytical and problem-solving skills for deriving insights from complex and unstructured datasets.
•Self-motivated to drive business growth and technical advancement; ability to communicate technical concepts across teams.

Skills:CommunicationCollaborationAnalytical thinkingProblem-solvingCross-functional collaboration

Tech Stack:Machine LearningSQLPythonHadoopSparkData miningCausal inferenceFeature engineeringEmbeddingsDistributed computing

Company Brief

TikTok

Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.

Industry: Digital Media

Company Size: Enterprise (1,001+ employees)

Growth: Scaleup

Headquarters: Singapore, Singapore

Founded: 2016

Website LinkedIn

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TikTok

9 hours ago

Senior Machine Learning Engineer - E-commerce Merchant and Creator Growth

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI

Last checked: 9 hours agoStatus: Live

Job Summary

Location: Seattle

Workplace: Onsite

Employment Type: Full time

Job Function: Data Science & Machine Learning

Seniority: Mid level

Key Responsibilities

•Use advanced machine learning to analyze large-scale datasets and identify correlations and causal relations for merchant and creator growth.
•Collaborate with business stakeholders, product managers, and data scientists to define data mining objectives and strategies.
•Apply feature engineering to derive features and embeddings from raw data and improve model performance.
•Develop scalable data pipelines to preprocess and transform data while ensuring quality, consistency, and availability.
•Evaluate and benchmark machine learning approaches, recommending solutions based on performance, scalability, and interpretability.

Key Requirements

•Proficient in SQL and Python with experience manipulating and analyzing data.
•Experience with big data processing frameworks such as Hadoop and Spark and distributed computing for large-scale data mining.
•Solid understanding of machine/deep learning concepts including feature engineering, model evaluation, and optimization.
•Strong analytical and problem-solving skills for deriving insights from complex and unstructured datasets.
•Self-motivated to drive business growth and technical advancement; ability to communicate technical concepts across teams.

Skills:CommunicationCollaborationAnalytical thinkingProblem-solvingCross-functional collaboration

Tech Stack:Machine LearningSQLPythonHadoopSparkData miningCausal inferenceFeature engineeringEmbeddingsDistributed computing

Company Brief

TikTok

Industry: Digital Media

Company Size: Enterprise (1,001+ employees)

Growth: Scaleup

Headquarters: Singapore, Singapore

Founded: 2016

Website LinkedIn