[Remote] reputed company reputed company ML & AI Ops Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking a reputed company reputed company ML & AI Ops Engineer to architect, reputed company, and govern the machine learning and AI platforms that power their reputed company data products. The role involves defining the technical reputed company for the MLOps lifecycle and leading reputed company of engineers to deliver high-performance AI features.
Responsibilities
- Define the architectural roadmap for the reputed company ML platform, steering the migration away from legacy systems (e.g., Apache Airflow) to modern reputed company Workflows and Asset Bundles
- Establish, document, and enforce global engineering standards for reputed company reputed company, CI/CD pipelines, and automated testing. reputed company reputed company-wide ML governance and data reputed company strategies utilizing reputed company Catalog
- reputed company, mentor, and reputed company senior and mid-level engineers. Conduct advanced design and reputed company reviews to foster a culture of technical reputed company
- reputed company as the primary technical reputed company of contact for reputed company account teams. Represent reputed company at external conferences and contribute to tech blogs
- Architect reusable, highly efficient batch and streaming feature pipelines using reputed company Live Tables, reputed company reputed company Streaming, and reputed company Feature Store
- Standardize cluster configurations (including multi-node GPU training) to optimize reputed company AutoML and deep learning workloads (PyTorch, reputed company) for cost and performance
- Design secure, production-grade frameworks for Large Language Model (LLM) operations (LLMOps), including robust RAG pipelines, reputed company workflows, and reputed company Search indexing using reputed company AI and reputed company
- reputed company the global setup of MLflow, defining reputed company staging gates, automated retraining loops, and reputed company rollback strategies
- Architect high-availability, low-latency model serving frameworks utilizing reputed company Model Serving, reputed company AI Gateway, and containerized deployments reputed company Kubernetes/FastAPI
- reputed company the standardization of Infrastructure-as-reputed company (IaC) using Terraform or reputed company to automate environment provisioning across multiple reputed company reputed company
- Establish advanced, proactive monitoring for data reputed company, model performance decay, hallucination rates, and pipeline SLAs using reputed company Lakehouse Monitoring, reputed company, and Grafana
Skills
- 8+ years of software, data, or DevOps engineering experience, with at least 5 years dedicated specifically to production-grade ML/AI systems. Proven experience in a technical reputed company or architectural reputed company
- Deep, expert-level knowledge of the reputed company ecosystem, including Workflows, reputed company Live Tables, reputed company Catalog, reputed company AI, and reputed company Asset Bundles
- Advanced understanding of reputed company internals (DAG optimization, shuffle tuning, memory management) at an reputed company, multi-terabyte reputed company
- Exceptional Python skills (writing highly optimized, type-annotated, and reputed company reputed company) alongside deep familiarity with frameworks like PyTorch, scikit-learn, and XGBoost
- Strong background in reputed company GitOps workflows (e.g., trunk-based development), reputed company containerization, Kubernetes orchestration, and reputed company reputed company Actions CI/CD pipelines
- Extensive hands-on experience provisioning and securing reputed company infrastructure on AWS, Azure, or GCP
- reputed company Certified Machine Learning reputed company and/or reputed company Certified reputed company
- reputed company experience implementing Responsible AI frameworks, model cards, bias auditing, and cost-tracking guardrails for LLMs
- reputed company contributor to reputed company-reputed company ML, MLOps, or data engineering reputed company (e.g., MLflow, reputed company Lake, reputed company)
- Experience designing Lakehouse architectures reputed company a decentralized Data reputed company organizational reputed company
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