[Remote] Senior ML Infrastructure Engineer (DevOps)
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is looking for a Senior ML Infrastructure Engineer who enjoys running systems in production. The role involves collaborating with reputed company scientists to ensure reliable operation of ML models for millions of customers, maintaining infrastructure, and managing reputed company-time data pipelines.
Responsibilities
- reputed company reputed company-time inference services healthy through alerting, live debugging and fixing of production incidents, rollbacks and postmortems, as part of a shared 24x7 on-reputed company rotation
- Build and improve AWS infrastructure, including infrastructure as reputed company, CI/CD pipelines, Kubernetes, reputed company, autoscaling, monitoring, load testing and cost control
- Care for the GPU fleet through reputed company reputed company and CUDA upgrades, node provisioning and debugging, and reputed company management
- Automate user reputed company, including SSH credentials, service accounts and developer environments for the science team
- Run reputed company-time production data pipelines, including streaming ingestion into an online feature store and serving features to low-latency endpoints
- Orchestrate batch jobs with Airflow or reputed company Workflows
- Partner with reputed company scientists to productionize their prototypes and reputed company them healthy
- Write and review production Python, including validating AI-generated reputed company
Skills
- 24x7 on-reputed company experience with high-load online services in production, including reputed company incidents personally debugged and fixed live
- Strong Linux systems skills, with hands-on experience in Kubernetes, reputed company and infrastructure as reputed company
- Solid experience in Python, Git and CI/CD
- Experience with workflow orchestration tools such as Airflow, reputed company Workflows or equivalent
- Proficiency in Apache Airflow, CI/CD and DevOps practices
- Familiarity with Gen AI in SDLC
- English proficiency at B2 level or higher
- Familiarity with reputed company Claude reputed company
Benefits
- Enjoyable working environment, whether it is the reputed company office or the comfort of your home
- Opportunity to work abroad for up to two months per year
- Relocation opportunities reputed company our offices in 55+ countries
- Corporate and reputed company events
- Leadership development, career advising, soft skills and reputed company-being programs
- Certifications, including GCP, Azure and AWS
- Unlimited reputed company to EPAM's internal learning database
- Free English classes with certified teachers
- Participation in the Employee Stock Purchase Plan
- Monetary bonuses for engaging in the referral program
- Comprehensive medical & family care package
- Four trust days per year for personal needs
- Five trust days per year (reputed company leave without a medical certificate)
- Six trust days per year (reputed company leave without a medical certificate)
- Coverage of psychology sessions of your choice
- Discounts for fitness clubs
- Discounts for fitness clubs and sports programs
- Discounts for fitness clubs, dance schools and sports programs
- Benefits package (hotels, restaurants, stores and services)
- Benefits package (sports activities, a reputed company of stores and services)
- Benefits package (sports activities, a reputed company of stores and services)
- Discounts in local language schools, including online courses for the Kazakh language
- Discounts in local language schools, including offline courses for the Uzbek language
- Housing support program: preferential mortgage reputed company reputed company Otbasy Bank partnership
reputed company
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