Quantitative Machine Learning Specialist

5 days ago

Mumbai, Maharashtra, India beBeeMachineLearning Full time
Machine Learning Modelling Position">

We are seeking a skilled machine learning modelling professional to join our team. As a key member of the data science group, you will play a critical role in developing and implementing advanced machine learning models to drive business impact.

The ideal candidate will have a strong background in mathematics and statistics, with expertise in designing and tuning machine learning algorithms. They will also have experience working with big data and distributed computing platforms, as well as proficiency in programming languages such as Python and R.

Required skills include:

  • A PhD or MS degree in Mathematics, Statistics, Computer Science, Operational Research, Econometrics, Physics, or other related quantitative fields.
  • Deep understanding of advanced machine learning algorithms, including regressions, XGBoost, Deep Neural Network CNN, RNN and Transformer, Clustering, Recommendation.
  • Polished and clear communication skills.

Preferred qualifications include:

  • Minimum 4 years of experience in developing and managing predictive risk models in financial industry.
  • Demonstrated experience in designing, building, and deploying production quality machine learning and deep learning models. Experience in interpreting deep learning models is a plus.
  • Minimum 4 years of experience and proficiency in coding (Python, Tensorflow or PyTorch, PySpark, SQL), familiarity with cloud services (AWS Sagemaker, Amazon EMR).
  • Demonstrated expertise in data wrangling and model building on a distributed Spark computation environment (with stability, scalability and efficiency). GPU experience is a plus.
  • Strong ownership and execution, proven experience in implementing models in production.

Benefits of this role include:

  • Opportunity to work with cutting-edge technology and advance your career.
  • Collaborative and dynamic work environment.
  • Professional development opportunities.

Others:

  • Be prepared to learn and adapt quickly in a fast-paced environment.
  • Have a passion for machine learning and a desire to make an impact in the industry.

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