Machine Learning Engineer-eCommerce Business Growth

TikTok

4.5

(6)

Singapore

Why you should apply for a job to TikTok:

  • 4.5/5 in overall job satisfaction
  • 4.5/5 in supportive management
  • 100% say women are treated fairly and equally to men
  • 100% would recommend this company to other women
  • 100% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
  • We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
  • Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.
  • #K8733

    Position summary

    s team aims to serve merchants and creators on the e-commerce platform to improve the operating efficiency of merchants and creators. The main work of this team is to improve the efficiency of merchandise strategy, user operation, marketing and other directions through algorithm strategy.

    Responsibilities

    • Improve the working efficiency of e-commerce merchants, influencers, and account managers to boost the growth of sellers' products, customers, and revenue.
    • Participate in the optimization of sellers' operations, such as marketing insights, assortment planning, customer relationship management (CRM), anomaly detection, and diagnostic attribution.
    • Participate in the optimization of merchandise operations, such as seasonal and trend analysis, supply and demand analysis, new product and product growth analysis, and improving the alignment of products and associated traffic.
    • Participate in the optimization of the marketing strategies and Return on Investment (ROI) of sellers and influencers in TikTok e-commerce live streaming, short video, and ShopTab.
    • Analyze and conduct feature engineering for massive data such as customer profiling, e-commerce transactions, relationships between products, business opportunities, and deploy the model pipeline.
    • Use techniques such as representation learning, graph modelling, causal inference, and time series forecasting to assist merchants and influencers in problem-solving and discovering growth opportunities.
    • Run experiments to test the performance of deployed models, and identifies and resolves bugs that arise in the process
    • Work in a team setting and apply knowledge in statistics, scripting and programming languages required by the firm

    Qualifications

    • Proficiency in coding skills using Python, Spark, Tensorflow/PyTorch, and other deep learning tools.
    • Hands-on experience with data structure algorithms, machine learning models such as sales forecasting, classification task, deep learning etc.
    • Proven experience of implementing business projects and launching product features.

    Preferred Qualifications:
    -Master's degree in Computer Science, Data Mining, Statistics, Operations Research or relevant subjects.

    • Experienced with feature engineering from massive raw data, such as customer/seller/influencer profiling and e-commerce transactions.
    • Minimum 3 years of experience in deep learning, time series forecasting, causal inference or relevant fields.
    • Solid understanding of search and recommendation systems, with an emphasis on AIGC field, is a plus.
    • A strong desire to learn and discover new things, result-oriented, customer-oriented, team player, and self-driven.

    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.

    Why you should apply for a job to TikTok:

  • 4.5/5 in overall job satisfaction
  • 4.5/5 in supportive management
  • 100% say women are treated fairly and equally to men
  • 100% would recommend this company to other women
  • 100% say the CEO supports gender diversity
  • Ratings are based on anonymous reviews by Fairygodboss members.
  • Employee well-being is supported via hybrid work, short-term counseling through our EAP and a premium subscription to Headspace.
  • We embrace diversity across all dimensions and provide employees with 9 employee resource groups globally, including our WOMEN ERG.
  • Comprehensive parental leave policy as well as fertility treatment through healthcare providers with a $20,000 lifetime maximum.