Machine Learning/ Cloud Engineer, TS/SCI - Washington, United States - Maania Consultancy Services

Maania Consultancy Services Washington, United States

3 weeks ago

Description

Job Description

Qualifications:

TS-SCI clearance
Bachelor's degree or equivalent practical experience.
8+ years of experience in computer science, data science, machine learning
Proven experience developing and deploying machine learning models in a production environment.
Hands-on experience with major cloud platforms
Strong proficiency in programming languages such as Python, along with libraries like Tensorflow, PyTorch, or scikit-learn.
Understanding of version control, testing, and debugging.
Strong communications skills with the ability to effectively convey technical concepts to various stakeholders and audiences
Agile development experience along with related technologies (e.g., Jira)

Preferred Qualifications:

TS-SCI clearance
Deep knowledge of security best practices, experience with cloud security tools, and working with role and attribute based security models
Deep knowledge of DevSecOps and MLOPs
Familiarity and experience with the Intelligence Community (IC), and the intel cycle.
Familiarity and experience with the Department of Homeland Security (DHS).
Master's degree or equivalent experience in a related field.

Responsibilities:

Develop and deploy machine learning models to solve complex problems related to various mission focus areas
Leverage various cloud platforms such as AWS, Azure, or Google cloud to build, train, and deploy machine learning models at scale
Collaborate with team members to establish data pipelines for model training and inference
Implement and optimize machine learning algorithms for efficiency and performance
Conduct thorough experimentation and analysis to improve model accuracy and performance
Participate in informal and formal code reviews
Participate in architectural reviews and offer alternative architectural patterns to optimize application performance
Document processes and solutions that serve as communication findings for both technical and non-technical stakeholder

Skills:

GitLab
Python and R Studio
Cloud Services (AWS, GCP, Oracle)
Natural Language Processing (NLP)
Data Science
Machine Learning

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