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REI Systems · 1 day ago

Principal Data Scientist

Sterling, VA

Full-time

Hybrid

Senior Level, Lead/Staff

7+ years exp

REI Systems is dedicated to delivering innovative technology solutions for Federal clients, and they are seeking a Principal Data Scientist to lead data-driven solutions. In this role, you will design and implement advanced analytics models and machine learning algorithms while collaborating with project stakeholders to enhance cloud operations and automate processes.

Cloud ComputingDevOpsEnterprise SoftwareOpen SourceSoftware

No H1B

U.S. Citizen Only

Hiring Manager

Twinkle Kaur

Responsibilities

Prepare data science business cases while working with domain experts and customers. Support defining the AI strategy within a federal government agency

Develop customized algorithms to solve analytical problems with incomplete data sets

Build, train, validate, and test Machine Learning (ML) and Deep Learning (DL) models for various forms of data (structured and unstructured) and at different scales

Perform data mining, pattern recognition, statistical and predictive modeling

Design and implement solutions to automate manual processes at scale

Conduct design of experiments and carry out statistical analysis

Develop solutions for Natural Language Processing (NLP) and Computer Vision use cases

Operationalize ML models using CI/CD best practices in the cloud environment

Analyze time series data and create forecasting models

Document, visualize, present analytic results to decision makers

Provide informational briefings to explain methodologies and analytical findings to peers and customer stakeholders

Investigate and implement new scientific methodologies to support analytic and big data requirements

Find and recommend new uses for existing data sources; design, modify, and build new data processes; and build large, complex data sets

Provide architecture analysis and design implementation with detailed technology roadmaps and transition planning and master plans as required

Qualification

PythonMachine LearningDeep LearningNatural Language ProcessingComputer VisionStatistical AnalysisData ManagementAWSSQLHadoopData VisualizationTeam Leadership

Required

7 plus years of experience with programming languages (such as Python, R), and statistical analysis with Python and R

5 plus years of experience with machine learning and deep learning modelling (with frameworks such as TensorFlow, Keras, PyTorch, etc.)

Must have 5 of experience with NLP and Computer Vision

Experience in analysis, processing, tagging, and indexing unstructured, semi-structured, and structured data sets

Experience with developing research designs, including formulating testable questions, identifying and defining key concepts and variables, and matching appropriate methods to problems

Experience with data management, including cleaning and preparing data, and creating, structuring, and maintaining data sets

Experience with incorporating data science capability into Stakeholder strategy

Experience bridging data science strategy between leadership, IT, data scientists and other stakeholders

Good understanding of Databases, SQL, Hadoop, Hive and/or MapReduce

BS in Engineering, Computer Science, Information Systems or equivalent

Eligible to obtain a public trust clearance