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Data Scientist

LinkedIn Bimbo Bakeries USA Irving, TX
Not Applicable Posted April 2, 2026 Job link
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Requirements
  • Follow software development best practices including version control (Git)
  • 4 years of data science or analytics experience (internships, projects, or academic research count)
  • Demonstrated experience through personal projects, Kaggle competitions, or open-source contributions
  • Exposure to real-world datasets and problem-solving
  • Programming
  • Technical Skills
  • Python: pandas, NumPy, scikit-learn, matplotlib/seaborn
  • SQL: Writing queries, joins, aggregations, and basic optimization
  • Machine Learning
  • Supervised learning: Linear/logistic regression, decision trees, random forests
  • Unsupervised learning: K-means clustering, PCA
  • Understanding of model evaluation metrics (accuracy, precision, recall, F1, RMSE)
  • Familiarity with train/test splits and cross-validation
  • Statistics & Mathematics
  • Descriptive statistics (mean, median, standard deviation, distributions)
  • Probability concepts and statistical inference
  • Hypothesis testing and confidence intervals
  • Basic understanding of experimental design
  • Data Tools
  • Jupyter Notebooks or similar interactive development environments
  • Version control with Git/GitHub
  • Data visualization tools (matplotlib, seaborn, Plotly)
  • Basic SQL database querying
Education
  • (Not required) – Education
  • (Not required) – Bachelor's degree in Computer Science, Statistics, Mathematics, Data Science, Economics, Engineering, or related quantitative field
  • (Required) – Master's degree preferred but not required