Apply on Employer Site

Onyx Point, LLC. · 15 hours ago

Data Scientist Skill Level 3

Jessup, MD

Full-time

Onsite

Senior Level, Lead/Staff

$78K/yr - $275K/yr

10+ years exp

Onyx Point, LLC is seeking a Data Scientist with an active TS/SCI with Polygraph security clearance. The role involves developing machine learning algorithms, generating data visualizations, and collaborating with subject matter experts to automate analytics processes.

ComputerInformation TechnologySmall and Medium BusinessesSoftware

Growth Opportunities

No H1B

Security Clearance Required

U.S. Citizen Only

Responsibilities

Produce data visualizations that provide insight into dataset structure and meaning

Work with subject matters experts (SMEs) to identify important information in raw data and develop scripts that extract this information from a variety of data formats (e.g., SQL tables, structured metadata, network logs)

Incorporate SME input into feature vectors suitable for analytic development and testing

Translate customer qualitative analysis process and goals into quantitative formulations that are coded into software prototypes

Develop and implement statistical, machine learning, and heuristic techniques to create descriptive, predictive, and prescriptive analytics

Develop statistical tests to make data-driven recommendations and decisions

Develop experiments to collect data or models to simulate data when required data are unavailable

Develop feature vectors for input into machine learning algorithms

Identify the most appropriate algorithm for a given dataset and tune input and model parameters

Evaluate and validate the performance of analytics using standard techniques and metrics (e.g. cross validation, ROC curves, confusion matrices)

Oversee the development of individual analytic efforts and guide team in analytic development process

Guide analytic development toward solutions that can scale to large datasets

Partner with software engineers and cloud developers to develop production analytics

Develop and train machine learning systems based on statistical analysis of data characteristics to support mission automation

Lead a team of data scientists in the development of multiple analytic efforts

Work with customers and SMEs to define analytic requirements and guide the team in formulating analytics that meet requirements

Guide the transition of prototyped analytics to production system

Understand emerging machine learning and pattern recognition algorithms and guide a team of data scientists in integrating state-of-the-art algorithms into solutions

Delegate analysis responsibilities to one or more team members and monitor performance

Qualification

Machine LearningData MiningStatistical AnalysisData VisualizationMLOPSPythonRSASMATLABTeam LeadershipCollaborationCommunication

Required

Currently have an active TS/SCI with polygraph security clearance with the federal government

U.S. citizenship required

Bachelor's degree or higher from an accredited college or university in a quantitative discipline (e.g., statistics, mathematics, operations research, engineering or computer science)

A minimum of ten (10) years of experience in two (2) or more of the following: designing/implementing machine learning, data mining, advanced analytical algorithms, advanced statistical analysis, artificial intelligence, or software engineering with data analysis software such as R, Python, SAS, or MATLAB

An additional four (4) years of experience in software development, cloud development, analyzing datasets, or developing descriptive, predictive, and prescriptive analytics can be substituted for a Bachelor's degree

Produce data visualizations that provide insight into dataset structure and meaning

Work with subject matter experts (SMEs) to identify important information in raw data and develop scripts that extract this information from a variety of data formats (e.g., SQL tables, structured metadata, network logs)