Production ML Data Scientist — Analytics & Modeling

Columbia Technology Partners; Maryland; On-site; USD 210,000 - 260,000; Full time

Benefits offered by this job

Medical plans

Vision + Dental

401k

PTO + Leave

Career growth stipend

Life and AD&D Insurance

Disability insurance

Profit Sharing Bonus

Referral Bonus Program

Job summary

Columbia Technology Partners is seeking Data Scientists to develop analytics, ML models, and data-driven solutions that transform complex datasets into actionable insights. You will leverage statistics, ML, data mining, and visualization to support mission objectives while collaborating with SMEs, engineers, and stakeholders to automate analytical workflows and deliver production-ready capabilities.

The role emphasizes productionizing analytics, designing experiments, validating models, and

Qualifications

• Bachelor’s degree in a quantitative field; Master’s/PhD substitutions apply as described.
• Experience with analytics, data mining, and machine learning is required.
• Ability to develop production-ready analytic capabilities and workflows.

Responsibilities

• Develop ML, statistical, graph-based, and heuristic algorithms on complex datasets.
• Create data visualizations and communicate insights to stakeholders.
• Collaborate with SMEs to extract information and develop modelling methods.
• Transform objectives into quantitative models and software solutions.
• Design experiments and validate models using ROC, cross-validation, etc.
• Prepare feature vectors and datasets for training and testing.
• Integrate analytics into production workflows with engineers.
• Build reports and dashboards for decision-making and mission outcomes.
• Advance analytics from prototype to production-ready systems.

Skills

Data science

Statistics

Machine learning

Data visualization

Education

Bachelor's degree in Statistics, Mathematics, or related

Master's degree substitution for analytics and programming experience

PhD substitution for analytics experience (Level 2)

Four years of experience may substitute for a Bachelor's degree

Tools

Python

R

SAS

MATLAB

SQL

Job description

Columbia Technology Partners is seeking Data Scientists to develop analytics, ML models, and data-driven solutions that transform complex datasets into actionable insights. You will leverage statistics, ML, data mining, and visualization to support mission objectives while collaborating with SMEs, engineers, and stakeholders to automate analytical workflows and deliver production-ready capabilities.

The role emphasizes productionizing analytics, designing experiments, validating models, and