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NLP Software Engineer for E-commerce Solutions

2 months ago

San Francisco, California, United States Hireio, Inc. Full time
About Hireio, Inc.

At Hireio, Inc., we are an innovative e-commerce platform seeking a skilled individual to take on the role of Data Optimization Specialist. If you have a strong interest in utilizing data to foster business development and enhance operational productivity, this position may be an excellent fit for you.

Position Overview
  • Enhance the operational effectiveness of e-commerce vendors, influencers, and account representatives to drive the growth of sellers' products, clientele, and revenue streams.
  • Engage in refining sellers' operations, which includes marketing analytics, product assortment strategies, customer relationship management, anomaly detection, and diagnostic attribution.
  • Optimize product operations through seasonal and trend assessments, supply and demand analysis, new product evaluations, and strategies for product growth enhancement.
  • Refine marketing tactics and return on investment for sellers and influencers participating in live streaming, short video content, and ShopTab.
  • Conduct analysis and feature engineering on large datasets to uncover customer behaviors, transaction insights, product interrelations, and business opportunities.
  • Utilize various methodologies such as representation learning and causal inference to support merchants and influencers in resolving challenges and identifying growth opportunities.
Qualifications
  • A bachelor's degree in computer science, statistics, or data analytics.
  • Expertise in feature engineering with extensive raw data, focusing on customer/shop/influencer profiling and e-commerce transactions.
  • Solid understanding and hands-on experience with data structures, algorithms, and machine learning models, including boosting trees, logistic regression, and clustering techniques.
  • Proficient in programming with Python, Spark, TensorFlow/PyTorch, and other deep learning frameworks.
  • Experience in search and recommendation systems, particularly in the AIGC domain, is a plus.
  • A passion for learning, a customer-focused mindset, a collaborative spirit, and self-motivation are essential.