Take2 Consulting, LLC · 7 hours ago
Data Science / AI Engineer (Databricks)
United States
Full-time
Remote
Senior Level
$150K/yr - $170K/yr
7+ years exp
Maximize your interview chancesConsultingLegal
No H1B
U.S. Citizen OnlySecurity Clearance Required
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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.
Qualification
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Required
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.
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.
Company
Take2 Consulting, LLC
Take2 has proven experience bridging the intersection of technology and people solutions.
1001-5000 employees
Funding
Current Stage
Late StageLeadership Team
Serge Khoury
Founder & Managing Partner
Company data provided by crunchbase
