Job Description

Designing and implementing machine learning algorithms to forecasting, planning and localization

o Fine tuning existing models (deep learning and neural networks) by refactoring code and enhancing to be integrated into ML pipelines

o Building clustering solutions for localization

o Designing and developing unit tests and validations for the model outputs

o Integrating tests into the production pipelines

o Developing new features to improve model performance

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment regardless of their race, color, ethnicity, religion, sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military or uniformed service member status, or any other status or characteristic protected by applicable laws, regulations, and ordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or recruiting process, please send a request to HR@insightglobal.com .

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Skills and Requirements

Masters degree in Machine Learning, Computer Science, Information Technology, Operations Research, Statistics, Applied Mathematics, Econometrics, or related field.

o 5 years' experience in data science, machine learning, optimization models, or related field.

o Experience with data cleaning, preparation, and featurization and selection techniques.

o Soid experience with Python, Spark

o Hands-on experience with Python, Java or Scala, and the ability to write reusable and efficient code to automate machine learning pipelines and data processes

o Experience using open source frameworks (for example, scikit learn, tensorflow, torch).

o Experience with forecasting methodologies

o The ability to work in a fast-paced, deadline-driven environment. null

We are a company committed to creating diverse and inclusive environments where people can bring their full, authentic selves to work every day. We are an equal employment opportunity/affirmative action employer that believes everyone matters. Qualified candidates will receive consideration for employment without regard to race, color, ethnicity, religion,sex (including pregnancy), sexual orientation, gender identity and expression, marital status, national origin, ancestry, genetic factors, age, disability, protected veteran status, military oruniformed service member status, or any other status or characteristic protected by applicable laws, regulations, andordinances. If you need assistance and/or a reasonable accommodation due to a disability during the application or the recruiting process, please send a request to HR@insightglobal.com.