Senior Infrastructure Engineer, AI & ML

This is a fully remote position, open to applicants in Mali.

📋 Description

• Design and take ownership of essential components within the AWS environment utilized across data science products.

• Establish standards for how personnel and AI agents modify infrastructure through comprehensive reviews, testing, and safeguards.

• Create self-service production pathways for scientists, including CI/CD pipelines, promotion gates, and automated triggers.

• Assist in maintaining the security, compliance, and reliability of cloud environments.

• Influence the platform roadmap by identifying infrastructure tasks that facilitate scientists' work.

• Keep stakeholders updated as platform development progresses.

• Collaborate closely with AI to enhance and manage the cloud platform.

⛳️ Requirements

• Over 5 years of experience in building and operating production systems.

• Proven history of designing infrastructure components or tools that have been adopted by other engineers or teams.

• Practical cloud experience, preferably with AWS.

• Capability to utilize AI agents for system construction and operation, with verifiable past projects.

• Excellent communication skills and the ability to collaborate effectively with data scientists and engineers.

• Experience managing infrastructure for machine learning or data-heavy workloads in production, such as model training, batch scoring, or model serving.

• Preferred experience in defining SLOs or SLAs and overseeing cloud costs for ML production systems.

• Preferred experience with evaluation or error analysis of ML or LLM systems in production.

• A resume and cover letter are required for consideration.

🏝️ Benefits

• Annual profit award or bonus, contingent upon Company performance.

• Medical/Prescription drug insurance.

• Dental insurance.

• Vision insurance.

• Health Care/Dependent Care Flexible Spending Account.

• Health Savings Account.

• Pre-Tax and Roth 401(k).

• Short- and Long-Term Disability Insurance.

• Life/AD&D Insurance.

• Commuter Benefits.

• Student Loan Repayment Program.

• Educational Assistance.

• Generous paid time off.