Senior Data Modeling & Lead Data Scientist - Clearance Required

LMI Consulting LLC
US - Virginia - Mc Lean
January 6, 2025

Senior Data Modeling & Lead Data Scientist - Clearance Required

Job Locations

US-VA-Tysons

Job ID

2024-12133
• of Openings

1

Category

Data/Analytics

Overview

LMI is seeking a seasoned Lead Data Scientist to spearhead the development, testing, and deployment of machine learning (ML) models. These models are crucial for encapsulating extensive discrete event simulation data, aiding a critical supply chain risk program for the Department of Defense.

Responsibilities

Direct a dynamic team of data scientists to swiftly develop and implement ML meta models that encapsulate numerous simulated scenarios across a vast inventory of weapon system components Apply Design of Experiments (DOE) and meta modeling techniques to accurately represent simulation outputs
Adapt and enhance established, sophisticated supervised ML models employing tools such as Python, PySpark, and MLflow
Utilize meta models to facilitate optimization modeling, employing methods such as linear programming and heuristic approaches
Mentor and lead the team towards enhancing automation, efficiency, and accuracy of meta modeling and optimization solutions
Collaborate closely with data engineers, UI developers, and domain experts to refine and integrate data science methodologies into an adaptive software ecosystem
Collaborate closely with peer technical leads to identify priorities, risks and solutions
Operate proficiently within a Databricks environment, managing code development, testing, and deployment through notebooks
Manage data science initiatives, ensuring effective coordination and prioritization across multiple team engagements
Engage with cutting-edge data science techniques to address complex, large-scale data challenges

Qualifications

Masters degree in Data Science, Operations Research, or a related field, supplemented by relevant work experience
Minimum of 10 years' experience in a data science capacity
Extensive experience applying Agile methodologies
Demonstrates expert-level skills in Python and Spark, with a strong command of cloud-based platforms such as Databricks, enhancing collaborative development and large-scale data processing
Deep knowledge and practical experience with delivering sophisticated data analysis and machine learning solutions using Python
Well-versed in using MLflow and comparable tools
Familiarity with Qlik, React or other data visualization platforms
Robust analytical, conceptual, and problem-solving skills
Active DoD Secret clearance; Top Secret clearance preferred

LMI is an Equal Opportunity Employer. LMI is committed to the fair treatment of all and to our policy of providing applicants and employees with equal employment opportunities. LMI recruits, hires, trains, and promotes people without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, pregnancy, disability, age, protected veteran status, citizenship status, genetic information, or any other characteristic protected by applicable federal, state, or local law. If you are a person with a disability needing assistance with the application process, please contact ***

Colorado Residents: In any materials you submit, you may redact or remove age-identifying information such as age, date of birth, or dates of school attendance or graduation. You will not be penalized for redacting or removing this information.

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