Data Science Intern
Coinbase
PythonSQL
Data Scientist
EXL
full-time
Posted on:
Location Type: Hybrid
Location: New York City • New York • 🇺🇸 United States
Visit company websiteJob Level
SeniorLead
Tech Stack
NumpyPandasPythonScikit-LearnSQL
About the role
- Senior Data Scientists lead data analysis projects and provide strategic insights.
- Responsibilities include designing complex models, mentoring junior data scientists, and ensuring the quality of analytical work.
- You will work closely with business leaders to understand needs and deliver actionable insights.
Requirements
- Master’s degree in Data Science, Statistics, Computer Science, Applied Mathematics, or a related quantitative field.
- 7+ years of work experience in analytics, data science, or a similar data-driven role. Experience in Entity Resolution/Matching Experience (deduplication, fuzzy matching, record linkage) is a must. Experience with bureau or 3rd Party B2B Data Experience (Use of D&B, CapIQ, Equifax, etc.) is a plus
- Strong proficiency in Python for data analysis, statistical modeling, and machine learning (e.g., pandas, scikit-learn, statsmodels, NumPy).
- Hands-on experience in developing fuzzy and ML-based entity matching models
- Candidate demonstrates technical expertise in various text distance matching algorithms (Jaccard, Levenshtein, JW, cosine etc)
- Strong Python (scikit-learn, pandas, numpy, rapidfuzz) and SQL, familiarity with common tech stacks preferred
- Strong understanding (and hands-on exp) of ML, ensemble models: parameter tuning, feature engineering, model perf. Analysis etc
- Excellent communication (Written, verbal, and listening/comprehending business requirements)
Applicant Tracking System Keywords
Tip: use these terms in your resume and cover letter to boost ATS matches.
Hard skills
data analysisstatistical modelingmachine learningentity resolutionfuzzy matchingrecord linkagePythonSQLtext distance matching algorithmsensemble models
Soft skills
mentoringcommunicationstrategic insightscollaborationbusiness requirements comprehension
Certifications
Master’s degree in Data ScienceMaster’s degree in StatisticsMaster’s degree in Computer ScienceMaster’s degree in Applied Mathematics
