Steampunk

Data Scientist

Steampunk$140K — $160K *
US-AnywhereRemote in Mclean, VA
Information Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • Hold a position of public trust with the US government
  • Bachelor’s or Master’s in Data Science, Computer Science, Statistics, or a related field
  • 5+ years in developing ML/AI solutions
  • 3+ years in Data Modeling and Solution Development
  • Experience with structured and unstructured datasets
  • Proficient in Python and SQL
  • Knowledge of Neo4j and criminal justice contexts

Responsibilities

  • Conduct exploratory data analysis to identify data quality issues
  • Develop ML models using frameworks like scikit-learn and TensorFlow
  • Perform feature engineering and model optimization
  • Evaluate models using statistical methods and metrics
  • Collaborate with Data Engineers to enhance data pipelines
  • Build visualizations and executive summaries for stakeholder communication
  • Support user-centered design, translating needs into modeling requirements

Benefits

  • Opportunity to contribute to the growth of the AI & Data Exploitation Practice
  • Access to modern data science methodologies and tools
  • Collaborative work environment with Data Architects and AI Developers
  • Engagement in problem-solving complex challenges
  • Potential for personal and professional growth in a leading-edge industry
Full Job Description
Overview

We are looking for seasoned Data Scientist to work with our existing team of Data Architects and Developers to develop strategies, create ML/AI solutions, and deliver results. We are looking for a more than just a “Data Scientist”, but a technologist with excellent communication and customer service skills and a passion for data and problem solving.

Contributions

 

  • Conduct exploratory data analysis (EDA) to uncover trends, identify data quality issues, and determine modeling opportunities. 
  • Develop machine learning models using frameworks such as scikit-learn, XGBoost, PyTorch, TensorFlow, or similar libraries. 
  • Perform feature engineering, dataset preparation, and model optimization to improve predictive accuracy and operational performance. 
  • Evaluate models using appropriate statistical methods and performance metrics, documenting findings and informing iterative improvements. 
  • Work with Data Engineers to understand and enhance data pipelines, ensuring model-ready datasets are accurate, complete, and consistent. 
  • Collaborate with AI Developers and LLMOps/MLOps Engineers to integrate ML models into production environments or decision-support applications. 
  • Build visualizations, dashboards, data stories, and executive-friendly summaries to communicate insights clearly to stakeholders. 
  • Support human-centered design processes by translating user needs into modeling requirements and refining model outputs based on feedback. 
  • Contribute to reproducibility and auditability by maintaining well-organized code, notebooks, documentation, and experiment histories. 
  • Stay current with modern data science methodologies, ML techniques, data processing tools, and cloud-enabled analytics workflows. 
  • You will contribute to the growth of our AI & Data Exploitation Practice! 
Qualifications

 

  • Ability to hold a position of public trust with the US government
  • Bachelor’s or Master’s degree in Data Science, Computer Science, Statistics, Mathematics, Analytics, Engineering, Economics, or a related field
  • 5+ years industry experience developing ML/AI solutions and a passion for solving complex problems
  • 3+ years direct experience in Data Modeling and Data Solution Development
  • Experience modeling on structured and unstructured data sets
  • Experience with exploratory data analysis
  • Experience in feature engineering
  • Experience in data visualization
  • Experience with Python and SQL
  • Experience with Deep Learning methodology and state of the art libraries
  • Knowledge of data collection methods, capabilities, and tasking process
  • Knowledge of Neo4j
  • Knowledge of criminal justice, grants, research arenas
  • Ability to leverage multiple data management tools to organize relevant information and make decisions
About steampunk

Steampunk relies on several factors to determine salary, including but not limited to geographic location, contractual requirements, education, knowledge, skills, competencies, and experience. The projected compensation range for this position is $140,000 to $160,000.  The estimate displayed represents a typical annual salary range for this position. Annual salary is just one aspect of Steampunk’s total compensation package for employees. Learn more about additional Steampunk benefits here. 

 

Identity Statement

As part of the application process, you are expected to be on camera during interviews and assessments. We reserve the right to take your picture to verify your identity and prevent fraud.

 

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