Advanced Data Science Professional

3 days ago

Bengaluru, Karnataka, India beBeeDataScientist Full time ₹ 1,20,00,000 - ₹ 2,00,00,000

About the Job

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We are seeking a skilled Data Scientist with 4+ years of experience to join our team. As a key member, you will be responsible for utilizing your expertise in AI/ML, forecasting, segmentation, classification, prediction, and cloud platforms (GCP preferred) to drive business growth.

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  • Must have intermediate knowledge of common data science algorithms, including unsupervised approaches like clustering, regression methods, optimization, and understanding of where these different approaches are applicable and how they might fit together.
  • Ability to effectively frame and propose a solution to a problem end-to-end given a use case or simple business problem statement.
  • Understanding of basic linear algebra/matrix theory, basic code performance considerations (e.g., understanding big-O), and basic probability & statistics theory.
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Nice to have:

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  • Example projects to demonstrate all the above skills.
  • Understanding of advanced 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.).
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Technical Requirements:

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  • Intermediate proficiency using Python 3 (hands-on coding test).
  • Intermediate proficiency of at least one graphing & visualization library (e.g., matplotlib, seaborn, plotly, etc.).
  • Intermediate 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.).
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Benefits:

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  • Competitive salary and benefits package.
  • Opportunity to work with a talented team of professionals.
  • Professional growth and development opportunities.
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Location:

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  • Bangalore (hybrid)
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Notice Period:

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  • Candidates with 15 days notice period preferred.
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