Data Science & AI Platform Engineer
100% Remote
T-Rex Solutions is looking to select an experienced Data Science & AI Platform Engineer to build and maintain a secure, monitored, cloud-hosted production laboratory in support of our US Department of Treasury customer. The laboratory will be used by data science teams to create analytics for insights and AI/ML models for deployment in a high-stakes production environment.
Responsibilities:
- Develop and maintain a data exploration and feature engineering pipeline to enable data readiness for modeling within a secure and compliant infrastructure.
- Implement and manage Databricks, JupyterHub, and other modern tools for exploratory data analysis, AI design, model development, and training.
- Integrate tools with TCloud Bitbucket for version control and collaboration.
- Configure AWS S3 buckets for Feature Store, ensuring compliance with IRS UNAX rules and separate security contexts for different teams.
- Establish and maintain a model development pipeline utilizing MLflow for experiment tracking and model registry.
- Create AWS Lambda functions and implement AWS Flow for efficient model artifact storage and metadata management.
- Integrate with AWS RDS for robust data management and retrieval.
- Configure SNS notifications for model promotion workflows.
- Support data science teams in adhering to Responsible AI Principles via the implementation of the Responsible AI Toolbox.
Requirements:
- Must be a US Citizen with the ability to obtain a Public Trust clearance
- Bachelor’s or Master’s degree in Computer Science, Data Science, Engineering, or a related field and 7 years experience.
- Proven experience with cloud services, particularly AWS (S3, Lambda, RDS, SNS, etc.).
- Expertise in setting up and managing data science environments with tools such as Databricks, JupyterHub, MLflow, and Bitbucket.
- Strong proficiency in programming languages and tools such as SQL, Python, R, and Spark.
- Familiarity with machine learning frameworks and libraries.
- Deep understanding of data security and privacy, especially in compliance with IRS standards.
- Experience with CI/CD pipelines and infrastructure as code.
- Excellent communication skills and the ability to collaborate with cross-functional teams.
Desired:
- Active Treasury clearance preferred
- Previous experience working in a regulated environment, particularly within government agencies like the IRS.
- Certifications related to AWS or cloud architecture.
- Knowledge of Responsible AI practices and principles..
T-Rex Overview
Established in 1999, T-Rex Solutions, LLC is a proven mid-tier business providing data-centric mission services to the Federal government as it …
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RestrictionsAbility to obtain public trust clearance Must be a U.S. Citizen
Benefits/Perks100% Remote 401(k) Collaborative work environment Competitive salaries Educational reimbursement Fully remote Healthcare Benefits Innovative solutions Performance bonuses Professional development Training reimbursement
SkillsAI AWS AWS Lambda Bitbucket CI/CD Cloud Architecture Cloud Services Communication Data analysis Databricks Data engineering Data privacy Data Science Data Security Infrastructure as Code JupyterHub Lambda Machine Learning ML MLFlow Programming Python R RDS Responsible AI S3 SNS Spark SQL
Experience7 years
EducationBachelor's Computer Science Data Science Engineering Master's Related Field
Certifications