Machine Learning Engineer Labor Category
4 weeks ago
This is a full-time position, and candidate MUST HAVE a TS/SCI/Full Scope Polygraph Clearance.
2HB Incorporated is seeking a Data Scientist in order to support its government customers in the Northern, VA area .
Project Scope: As directed by the US Government, the Candidate shall develop tools to enable technology startingfrom variousinitialmaturity levels to include, but not be limited to, the following: Blank Slate Development , P
roof-of-Concept Productization , and Tool Repurposin
g .
Mandatory Skills Machine Learning Engineer
Experience developing metrics to track progress
Understanding data structures, data modeling, and software architecture
Visualizing/manipulating big datasets (structured and unstructured)
Exploring data to gain an understanding of it
Identifying differences in data distribution that could affect performance
Finding available datasets that can be used for training ML systems
Analyzing ML algorithms that can be used to solve problems, and ranking them by their success probability
Designing/developing ML and deep learning systems to automate predictive models
Analyzing model errors and designing strategies to overcome them
Performing statistical analysis
Verifying/cleaning data
Deploying models to production; training and retraining, as necessarwy
Spotting fraudulent transactions related to data ingestion/duplication
Defining data augmentation pipelines
Preprocessing and feature engineering on datasets
Tools and Tech:
Open-source OS (i.e., CentOS, Ubuntu)
Docker containers, Vagrant environments
JavaScript, Java EE, and Python
Cloud Services
Pandas, NumPy, scikit-learn, TensorFlow, Matplotlib, Seaborn
SQL and Elasticsearch
Git
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