Job description

Career Opportunities @ Aventis

At Aventis, we aim to inspire learning and empowering a smarter workforce through training and frontier technology. As a socially responsible member of the community, we strive to make a positive impact to our staff, stakeholders and our customers. Be empowered and embark on a purpose-driven career, come experience our fun, dynamic and continuous learning environment. Choose from our exciting suite of career opportunities

Data Analyst / Data Architect Manager

Responsibilities

We are working on exciting new AI Powered SaaS (Software As a Service) in HRTech and EduTech. The ideal candidate will be passionate about artificial intelligence and stay up-to-date with the latest developments in the field.

You will be part of an exciting innovation team to envision, design, develop and test these new products and services. As a AI developer on the team, your job will include

  • Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world
  • Verifying data quality, and/or ensuring it via data cleaning
  • Defining validation strategies, pre-processing or feature engineering to be done on a given dataset
  • Training models and tuning their hyperparameters
  • Analyzing errors of the model and designing strategies post deployment to overcome them

Requirements

  • Comfortable in diagnosing and solving technical problems with a resourceful, critical thinking attitude
  • Proficiency with a deep learning framework such as TensorFlow or Keras
  • Proficiency with Python and basic libraries for machine learning such as scikit-learn and pandas
  • Proficiency with a machine and deep learning frameworks
  • Strong initiative and ownership in his/her work, while striving for continual excellence

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