Acerca del puesto Data Scientists Ssr (Retail and CPG)
Responsibilities:
Process both structured and unstructured data, and analyze data to discover trends and patterns by exploring the data
Build predictive models and machine learning algorithms and evaluate different models
Build analytical solutions in the form of AI/ML product prototypes solving customer problems
Present insights using data visualization techniques
Collaborate with engineering and product development teams to productionize the developed AI model
Requirements:
Bachelors degree or higher in a relevant analytical field with at least 2 years of relevant domain experience in retail and CPG
Skilled with data science programming in Python (pandas, writing classes, productionize the models) and SQL
Experience in Statistical Modeling and Machine Learning
Prototyping
QA and testing
Data Interpretation and Visualization
Presentation skills
Storytelling with data
Skills
Python, Cloud engineering, SQL, Basic ML algorithms, Experience with Transaction data and time series data. Simple UI s.
Ability to understand large-scale software & system architecture
Able to communicate technical issues with technical & non-technical stakeholders
Preferred Skills/Experience Nice to Have:
Experience with Python ML tools: Pytorch, Tensorflow, Jupyter Notebooks, Pandas, scikit-learn, Numpy
Experience with Spark
Experience with UI: Flask, Plotly, Streamlit
Understanding of Continuous integration, testing, deployment & release methodologies
Experience in Kaggle participation