Data Science Innovator

hace 1 semana

Xico, México Infosys Limited A tiempo completo

About the Role

We are seeking an experienced Data Science Innovator to join our team at Infosys Limited. This is a unique opportunity to leverage your expertise in machine learning, data analysis, and statistical modeling to drive business growth and innovation.

About the Job

This role will involve working closely with cross-functional teams to identify opportunities for leveraging data to deliver insights and actionable predictions of customer behavior and operations performance. You will be responsible for developing custom data models and algorithms, leveraging existing statistical and machine learning tools, and collaborating with software engineers to implement and test production-quality code for AI/ML models.

Key Responsibilities

  • Work with subject matter experts from airlines to identify opportunities for leveraging data to deliver insights and actionable predictions of customer behavior and operations performance.
  • Assess the effectiveness and accuracy of new data sources, data gathering, and forecasting techniques.
  • Develop custom data models and algorithms to apply to data sets and run proof of concept studies.
  • Leverage existing Statistical and Machine Learning tools to enhance in-house algorithms.
  • Collaborate with software engineers to implement and test production quality code for AI/ML models.

Requirements

To succeed in this role, you will need:

  • An advanced degree in Statistics, Operations Research, Computer Science, Mathematics, or Machine Learning.
  • Proven ability to apply modeling and analytical skills to real-world problems.
  • Knowledge of machine learning techniques (clustering, decision tree learning, artificial neural networks, etc.) and statistical concepts (regression, properties of distributions, statistical tests, etc.).
  • Solid programming skills in 2-3 languages out of R, SQL, Python, TensorFlow, PySpark, Java, JavaScript, or C++.

Experience

Prior experience in deploying machine learning and statistical models on a cloud environment, preferably using GCP services such as Vertex AI, BigQuery, and Dataflow, is highly desirable. Additionally, knowledge of container technologies, such as Docker, and experience in writing data processing jobs using GCP Dataflow and Dataproc are also valuable assets.

What We Offer

As a Data Science Innovator at Infosys Limited, you can expect a competitive salary package of approximately $140,000 per year, depending on your location and level of experience. Our company offers a range of benefits, including medical insurance, retirement savings plans, and generous paid time off. We also provide opportunities for professional development and training to help you grow your skills and advance your career.

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