Ofertas de empleo Machine Learning (ML) Engineer Sr

Acerca del puesto Machine Learning (ML) Engineer Sr

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 4 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, ML algorithms, Experience with Transaction data and time series data. Simple UIs.
  • Ability to understand large-scale software & system architecture
  • Able to communicate technical issues with technical & non-technical stakeholders

Plus:

  • Experience in time series analysis, regression, and forecasting model
  • Experience in building models from scratch
  • Knowledge in Price Elasticity of demand
  • Experience en CPG/Retail industry




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