AI and Machine Learning Data Scientist (Marketing Analytics, Consumer Analytics, Consumer Insights)

Join Data Scientist (Marketing Analytics, Consumer Analytics, Consumer Insights) TalentCloud

If you possess mastery in any of the roles or skills below, you can apply to this TalentCloud. Once you become an approved Experfy TalentCloud member, you will get exclusive access to jobs and project opportunities from our clients.

Cloud Description

Data scientists with extensive experience in dealing with consumer data. This TalentCloud requires expertise in building machine learning and statistical models to understand and forecast consumer behavior in a variety of business sectors. The data scientists should be familiar with building machine learning models using large volumes of data. 

Required Skills

  • Extensive experience as a data scientist with a focus on consumer analytics 
  • Experience working in web, product, customer, care, or other related analytics fields. 
  • Proficient in Python
  • Proficient in machine learning models such as neural networks, SVM, Naïve Bayes, etc.
  • Experience with Natural Language Processing (NLP) 
  • Proficient in storytelling and data visualizations (Tableau, Plotly, and Seaborn) 
  • Hands-on experience writing data processing and data pipeline for unstructured data model development including gathering and building datasets to collect intents, cleaning noisy data, designing feedback loop on data needs 
  • Proficient in unsupervised machine learning methods such as cluster analysis and anomaly detection
  • Proficient in SQL
  • Experience with active learning and reinforcement learning 
  • Experience with Named Entity Recognition models 

Preferred Skills 

  • Experience with NoSQL databases 
  • Experience with BigQuery 
  • Experience with Google Natural Language API and spaCy 
  • Experience with econometric models such as panel data models 
  • Experience with R/Scala 
  • Experience with PySpark
  • Experience in cloud platforms such as GCP, AWS, or Azure