Solidus Technical Solutions, LLC
Data Scientist
Solidus Technical Solutions, LLC, Falls Church, Virginia, United States, 22042
Solidus is hiring a Data Scientist to collaborate with data and subject matter experts from Customer and its customer teams to seek, understand, validate, interpret, and correctly use data and business insights. This position will be at the customer site in Tyson's, VA.
Candidates who hold an active DoD security clearance are highly preferred.
Day In The Life
MLOps, Model Engineering, Training on time series data Develop AI-based applications using Customer's platform for operational cloud-deployed and secure lab-deployed AI-based applications after a few weeks of training. Develop candidate models that are promoted to active models when their performance meets the threshold. Train, validate, and deploy machine learning pipelines. Test, troubleshoot, and enhance customer AI-based applications based on feedback. Manage individual project deliverables. Identify application performance bottlenecks and implement optimizations. Write application specifications and documentation. Articulate methodologies, experiments, and findings clearly in an actionable way. Work in a fast-paced environment. This is NOT a data analytics role using Tableau or PowerBI. This is NOT an ETL & SQL role. This is NOT a R&D role prototyping at low TRL. Required Qualifications & Experience
Must be able to obtain a security clearance. Must be willing to complete a CI polygraph. Willingness to undergo a comprehensive background investigation. Bachelor’s degree in a Science, Technology, Engineering, or Mathematics (STEM), or comparable area of study. 5+ years of Data Science development experience using Python. Proficiency in data science, machine learning, and analytics, including statistical data analysis, model and feature evaluations. Strong proficiency in numpy & pandas. Demonstrated skills with Jupyter Notebook or comparable environments. Practical experience in solving complex problems in an applied environment, and proficiency in critical thinking. Preferred Qualifications & Experience
Secret, Top Secret, TS/SCI, or Top Secret with CI Poly strongly preferred. Degree in Data Science, Machine Learning, Computer Science, Engineering, Statistics, or equivalent fields. Strong mathematical background (linear algebra, calculus, probability & statistics). Experience with machine learning model training and analysis through open-source frameworks (Pytorch, Tensorflow, Sklearn). Experience crafting, conducting, analyzing, and interpreting experiments and investigations. Experience with modern software development tools and practices (Git, pull requests). Experience analyzing model performance with relevant metrics and optimizing. Familiarity with AI agent frameworks. Ability to drive a project and work both independently and in a team. Smart, motivated, can-do attitude, and seeks to make a difference. Excellent English communication and collaboration skills, particularly in multidisciplinary teams with data scientists, software engineers, product owners, & solution architects. Benefit selection, customer contractual specifications, relevant work experience, skills, competencies, certifications, and clearance status will influence the final salary. Full benefits: $140,000 to $175,000 annually. Reduced benefits (no medical, dental, vision): Up to $189,000 annually. What We Will Bring
Solidus offers you an exciting opportunity to tackle the nation’s greatest challenges, applying innovation and expertise to produce cutting-edge results that have a long-lasting impact. We offer outstanding benefits, generous PTO, and much more! Solidus is an Equal Opportunity Employer and provides equal employment opportunities regarding all terms and conditions of employment to all employees and qualified applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local laws.
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MLOps, Model Engineering, Training on time series data Develop AI-based applications using Customer's platform for operational cloud-deployed and secure lab-deployed AI-based applications after a few weeks of training. Develop candidate models that are promoted to active models when their performance meets the threshold. Train, validate, and deploy machine learning pipelines. Test, troubleshoot, and enhance customer AI-based applications based on feedback. Manage individual project deliverables. Identify application performance bottlenecks and implement optimizations. Write application specifications and documentation. Articulate methodologies, experiments, and findings clearly in an actionable way. Work in a fast-paced environment. This is NOT a data analytics role using Tableau or PowerBI. This is NOT an ETL & SQL role. This is NOT a R&D role prototyping at low TRL. Required Qualifications & Experience
Must be able to obtain a security clearance. Must be willing to complete a CI polygraph. Willingness to undergo a comprehensive background investigation. Bachelor’s degree in a Science, Technology, Engineering, or Mathematics (STEM), or comparable area of study. 5+ years of Data Science development experience using Python. Proficiency in data science, machine learning, and analytics, including statistical data analysis, model and feature evaluations. Strong proficiency in numpy & pandas. Demonstrated skills with Jupyter Notebook or comparable environments. Practical experience in solving complex problems in an applied environment, and proficiency in critical thinking. Preferred Qualifications & Experience
Secret, Top Secret, TS/SCI, or Top Secret with CI Poly strongly preferred. Degree in Data Science, Machine Learning, Computer Science, Engineering, Statistics, or equivalent fields. Strong mathematical background (linear algebra, calculus, probability & statistics). Experience with machine learning model training and analysis through open-source frameworks (Pytorch, Tensorflow, Sklearn). Experience crafting, conducting, analyzing, and interpreting experiments and investigations. Experience with modern software development tools and practices (Git, pull requests). Experience analyzing model performance with relevant metrics and optimizing. Familiarity with AI agent frameworks. Ability to drive a project and work both independently and in a team. Smart, motivated, can-do attitude, and seeks to make a difference. Excellent English communication and collaboration skills, particularly in multidisciplinary teams with data scientists, software engineers, product owners, & solution architects. Benefit selection, customer contractual specifications, relevant work experience, skills, competencies, certifications, and clearance status will influence the final salary. Full benefits: $140,000 to $175,000 annually. Reduced benefits (no medical, dental, vision): Up to $189,000 annually. What We Will Bring
Solidus offers you an exciting opportunity to tackle the nation’s greatest challenges, applying innovation and expertise to produce cutting-edge results that have a long-lasting impact. We offer outstanding benefits, generous PTO, and much more! Solidus is an Equal Opportunity Employer and provides equal employment opportunities regarding all terms and conditions of employment to all employees and qualified applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local laws.
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