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LMI · 2 months ago

Data Modeling Analyst - Clearance Required

US-VA-Tysons

Full-time

Onsite

Entry, Mid Level

$82K/yr - $142K/yr

1+ years exp

LMI is a digital solutions provider dedicated to accelerating government impact with innovation and speed. The Data Modeling Analyst will support the development, testing, and deployment of machine learning models crucial for a supply chain risk program for the Department of Defense.

AnalyticsConsultingInformation TechnologyLogisticsManagement ConsultingProfessional Services

Comp. & Benefits

No H1B

Security Clearance Required

U.S. Citizen Only

Responsibilities

Collaborate actively within a team of data scientists to rapidly design and deploy machine learning meta models, capturing complex scenarios across an extensive array of weapon system components

Apply Design of Experiments (DOE) and meta modeling techniques to accurately represent simulation outputs

Craft and deploy 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

Advance the automation, efficiency, and precision of meta modeling and optimization solutions by contributing innovative approaches and enhancements

Collaborate closely with data engineers, UI developers, and domain experts to refine and integrate data science methodologies into an adaptive software ecosystem

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