Data Science Expertise Wanted

2 weeks ago

Bengaluru, Karnataka, India beBeeDataScience Full time ₹ 1,50,00,000 - ₹ 2,50,00,000

Unlock Your Career Potential:

Data Science Excellence

  • We are seeking a highly skilled Data Scientist with 4+ years of experience in AI/ML, forecasting, segmentation, classification, prediction, and cloud platforms.

Mandatory Skills

  • Deep understanding of common data science algorithms, including unsupervised approaches like clustering, regression methods, and optimization.
  • Ability to frame and propose a solution to a problem end-to-end given a use case or simple business problem statement.
  • Strong foundation in linear algebra/matrix theory.
  • Understanding of code performance considerations (e.g., big-O).
  • Proficiency in probability & statistics theory.

Nice to Have

  • Example projects showcasing the above skills.
  • Advanced knowledge of mathematics (DEs/PDEs, Graph Theory, Optimization Theory, etc.).
  • Experience reviewing and applying academic literature to real-world problems.
  • Experience with advanced data science algorithms (e.g., LLM fine-tuning, Graph clustering, custom neural network regularization, etc.).

Technical Requirements

  • Intermediate proficiency in Python 3 (hands-on coding test).
  • Intermediate proficiency in at least one graphing & visualization library (e.g., matplotlib, seaborn, plotly, etc.).
  • Knowledge of common data science stack packages (scipy, sklearn, tensorflow, pytorch, numpy, pandas, etc.).
  • Basic to intermediate knowledge of SQL.
  • Experience with reading (writing) data from (to) a cloud service (e.g., Google Cloud Storage).
  • Experience with deploying ML solutions at scale (e.g., Kubeflow, VertexAI, Airflow, PySpark, etc.). GCP or any cloud is a must-have.

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