Data & AI • Trending

Data Scientist & Machine Learning Engineer
Resume Template (ATS-Ready)

Quant-focused resume template built for Data Scientists, ML Engineers, and Analytics Leads featuring model evaluation metrics and Python data pipelines.

Customize in Free Builder
Zero paywalls • Vector PDF export
Salary Range
$120,000 – $195,000 / yr
ATS Match Score
95% Scannability
File Format
Vector PDF + JSON
Elena Rostova
Senior Data Scientist & ML Engineer
[email protected] • New York, NY (Hybrid / Remote) • linkedin.com/in/elena-rostova-ds
Summary

Data Scientist with 5+ years of experience operationalizing production machine learning pipelines and predictive models. Proven history of optimizing churn prediction algorithms saving $1.8M annually and deploying transformer NLP models serving 2M+ users.

Work Experience
Lead Data Scientist @ FinMetrics Analytics 2022 – Present
• Built automated customer churn prediction model with XGBoost and SHAP values, identifying $1.8M in at-risk ARR with 88% precision. • Deployed low-latency inference pipelines on AWS SageMaker processing 4.2M daily transactional predictions under 60ms. • Designed A/B experimentation framework evaluating 30+ product feature variants across 500,000 customers.
Machine Learning Specialist @ AeroData Systems 2019 – 2022
• Developed transformer-based NLP classification models (BERT, HuggingFace) reducing manual support ticket routing time by 60%. • Architected ETL batch pipelines utilizing PySpark and Snowflake to ingest 2TB of daily sensor telemetry.
Key Competencies
Python R SQL PyTorch TensorFlow scikit-learn XGBoost Snowflake Pandas NumPy

ATS Guidelines for Data Scientist & Machine Learning Engineer

Proven recommendations to pass automated Applicant Tracking Systems

  • 1

    Specify exact machine learning frameworks (e.g. PyTorch, scikit-learn, XGBoost) and cloud data platforms.

  • 2

    Include quantitative model metrics: AUC-ROC, precision/recall, training cost reductions, and dollar business impact.

  • 3

    Showcase end-to-end data pipelines from SQL ingestion to production inference APIs.

High-Impact Action Verbs to Include

Modeled Trained Extracted Forecasted Benchmarked Deployed

Pre-loaded ATS Keywords

These keywords are automatically injected into your resume editor so you can tailor your profile in seconds:

Python R SQL PyTorch TensorFlow scikit-learn XGBoost Snowflake Pandas NumPy AWS SageMaker MLflow Docker Tableau A/B Testing

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