Algorithm Engineer, SRA - Promotion (2027 Graduate)
Algorithm Engineer, SRA - Promotion (2027 Graduate)
Shopee- Posted 2 months ago
- Be among the first 10 applicants
Job Description
Job Description:
- Work closely with the promotion product team, business partners, and internal stakeholders to identify marketplace growth challenges, uncover actionable insights, and deliver practical, scalable solutions based on large-scale user and product data.
- Collaborate with product and engineering teams to design and build end-to-end machine learning pipelines to power data-driven decision-making for promotions and campaign planning.
- Apply cutting-edge AI technologies such as LLMs, Agents, and RL to improve efficiency of building e-commerce campaigns.
- Work on core solutions related to personalized recommendations, promotion and voucher configuration optimization, campaign budget planning, and product demand forecasting.
- Develop, iterate, and maintain machine learning models, including those based on deep learning, reinforcement learning, and multi-armed bandit frameworks, applied in areas such as recommendation, search, and ads ranking.
- Conduct rigorous online and offline evaluations, including A/B testing, to ensure model effectiveness and business impact.
Requirements:
- Bachelor's degree or above in Computer Science, Engineering, Mathematics, Statistics, Biostatistics, or related fields.
- Proficiency in at least one programming language (e.g., Python, Golang, Scala) and Unix/Linux systems.
- Experience working with large datasets and complex data analysis using SQL, Python.
- Knowledge of optimization, classical machine learning (classification, regression, clustering), deep learning, and reinforcement learning.
- Good understanding of LLMs and agents, having practical project experience is a plus.
- Experience with TensorFlow/PyTorch, distributed data processing frameworks (e.g., Hadoop, Spark).
- Good communication skills with ability to explain technical content to stakeholders.
- Teamwork mindset and ability to collaborate with cross-functional teams.
More Info
About Company
Skills:
Algorithms, Computer Networks, Microservices, Operating Systems, Distributed Systems, Recommender Systems, Python, data structures, machine learning platforms, Linux development environments, computer systems, Go, ads systems, high-concurrency architectures, backend frameworks, distributed data processing