Carnegie Mellon University

Data Scientist

Carnegie Mellon University$90K — $130K *
Information Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • BS/MS/PhD in Data Science or related field with 2-8 years of relevant experience or equivalent combination of training and experience.
  • Experience in predictive modeling, data science, AI, and machine learning.
  • Proficiency in programming with tools like R, Python, MATLAB, or similar packages.
  • Strong knowledge of statistical modeling and advanced analytics techniques.
  • Experience deploying models using platforms like FastAPI, SageMaker, or similar.

Responsibilities

  • Conduct advanced predictive modeling and data analysis to solve complex problems.
  • Develop and implement innovative analytical solutions in a multi-disciplinary team environment.
  • Perform model deployments and ensure operational efficiency.
  • Communicate complex statistical concepts and data-driven insights effectively.
  • Engage in modest travel to support the organization's goals.

Benefits

  • Comprehensive employee benefits package.
  • Opportunities for professional growth and development.
  • Supportive multi-disciplinary work environment.
Full Job Description

Requirements:

  • BS in data science, machine learning, computer science, statistics, or related highly-quantitative discipline with eight (8) years of experience or equivalent combination of training or experience; or MS in data science, machine learning, computer science, statistics, or related highly-quantitative discipline with five (5) years of experience; or PhD in data science, machine learning, computer science, statistics, or related highly-quantitative discipline with two (2) years of experience.
  • Willingness to complete modest travel to various locations to support the SEI’s overall mission.
  • You will be subject to a background check and must be able obtain and maintain a U.S. Department of War security clearance.
     

Knowledge, Skills and Abilities:

  • Experience in predictive modeling, data science, and/or AI & machine learning
  • Deep understanding of statistical modeling techniques and advanced data analytics
  • Proficient with at least one mathematical/statistical programming package (e.g., R, python numpy/scipy/pandas/polars, MATLAB, etc.)
  • Innovative and inquisitive with ability to imagine novel analytical solutions to problems Thrives in a multi-disciplinary environment
  • Strong communication skills
  • Expertise in one or more of the following:
  • Recommendation systems
  • Time-series forecasting (Prophet, NeuralProphet, Chronos, Lag-Llama, etc.)
  • NLP / LLMs (fine-tuning, RAG, evaluation, prompt engineering)
  • Causal inference / uplift modeling / synthetic controls
  • Modern ML frameworks: LightGBM/XGBoost, CatBoost, PyTorch,JAX, TensorFlow)
  • LLMs / agentic workflows (LangChain/LlamaIndex/Haystack)
  • Experience deploying models (FastAPI, Triton, KServe, SageMaker, Vertex AI, or similar)
  • Experience working with big data (Spark, Trino, Snowflake, BigQuery, Databricks)

Desired Experience:

  • Experience in cybersecurity and privacy is a plus is a plus
  • Experience in U.S. Government work and/or with FFRDCs, UARCs an National Labs is a plus
  • Demonstrated ability to learn new concepts and grow into new areas of work

Location

Arlington, VA, Pittsburgh, PA

Job Function

Software/Applications Development/Engineering

Position Type

Staff – Regular

Full time/Part time

Full time

Pay Basis

SalaryMore Information: 
  • Please visit “Why Carnegie Mellon” to learn more about becoming part of an institution inspiring innovations that change the world. 

  • Click here to view a listing of employee benefits

About Carnegie Mellon University

Carnegie Mellon University is a private research university that was founded in 1900. The university is located in Pittsburgh, Pennsylvania and is known for its programs in computer science, engineering, and the arts. Carnegie Mellon has a diverse student body and offers undergraduate and graduate programs in a variety of fields. The university has a strong focus on research and has partnerships with a number of companies and organizations. Carnegie Mellon is consistently ranked among the top universities in the United States.
Learn more about Carnegie Mellon University
Size
14,000 employees
Industry

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