SENIOR DATA MODELING & LEAD DATA SCIENTIST - CLEARANCE REQUIRED
Company: LMI
Location: Washington
Posted on: October 24, 2024
Job Description:
Senior Data Modeling & Lead Data Scientist - Clearance
RequiredLMI 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.
Do not pass up this chance, apply quickly if your experience and
skills match what is in the following description.
At LMI, we're reimagining the path from insight to outcome at The
New Speed of Possible. Combining a legacy of over 60 years of
federal expertise with our innovation ecosystem, we minimize time
to value and accelerate mission success. We energize the brightest
minds with emerging technologies to inspire creative solutioning
and push the boundaries of capability. LMI advances the pace of
progress, enabling our customers to thrive while adapting to
evolving mission needs.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
- Bachelor's degree in Data Science, Operations Research, or a
related field, supplemented by relevant work experience.
- Minimum of 5 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.
#J-18808-Ljbffr
Keywords: LMI, Franconia , SENIOR DATA MODELING & LEAD DATA SCIENTIST - CLEARANCE REQUIRED, Other , Washington, Virginia
Didn't find what you're looking for? Search again!
Loading more jobs...