Senior Data Scientist

We have partnered with an analytics platform for growth and theyre looking for a Senior Data Scientist to join their team of retail analytics experts in Singapore.

Responsibilities:

• Improve the transactional dataset by adding properties and creating downstream solutions for the platform and its products.
• Work with Data Engineers, Software Engineers and business users to build and enhance solutions for clients and merchants
• Collaborate with product leads and data analysts to co-create data science roadmaps to solve problems like demand forecasting, pricing, product recommendations, customer understanding, and promotion evaluation.
• Nurture the data science team's skills in capabilities around natural language, representation learning, geospatial, and time series analysis

Requirements:

• 5-7 years experience in product data science or machine learning roles
• Experience in research and development of scalable models for production
• Bachelor degree or above, majoring in related technical disciplines
• Proficiency in Python and its common data science libraries
• Strong working knowledge in SQL and RDBMS (eg MySQL, Snowflake)
• Experience with DevOps tools like Git / Bitbucket
• Competence in data science models (eg. dimensional reduction, clustering, classification etc)
• Familiar with commonly used NLP algorithms and advances, (eg word2vec or language models)
• Familiar with probability theory, statistical analysis, and outlier detection
• Familiar with deep learning frameworks (e.g. PyTorch) and algorithms (e.g. CNN, LSTM)

Good to Have:

• Experience in machine learning deployment in cloud environments
• Experience in MLOps tools (eg. Metaflow, MLflow, WandB, Optuna)
• Experience in NLP of non-roman languages/scripts e.g. Thai
• Experience in causal inference techniques especially for marketing technology use cases around promotion campaign planning & evaluation
• Industrial experience in data science developments for online & offline retail

Sound like you?
Drop me an email at aida.r@worldwide-rs.com for a confidential discussion.

EA License: 20S0371
Reg N0: R21102838