Data Scientist (Entry Level) resume example

For freshers with machine learning projects applying to junior data science roles.

Keywords ATS look for

Machine Learning, Python, Scikit-learn, Pandas, NumPy, SQL, Statistics, Feature Engineering, Model Evaluation, Deep Learning

Example bullet points

• Trained a gradient-boosting model to predict crop yield from rainfall and soil data with 0.86 R² on held-out data.
• Engineered 12 features from 3 public datasets and documented every step in a reproducible Jupyter notebook.
• Fine-tuned a small CNN to classify plant leaf diseases with 92% accuracy on 4,000 images.
• Explained model results to non-technical judges at a state-level hackathon (finalist, 2025).

Tips

• Report the metric and the baseline, not just “high accuracy”.
• Show data cleaning and feature work; it is most of the real job.
• Avoid listing every library; name the ones the job asks for.

Sample details are illustrative. Data Scientist (Entry Level) cover letter example · Free ATS checker · All resume examples