HYDERABAD · FULLTIME
Senior - MLOPS Engineer
HCA Healthcare
Hyderabad · onsite · Posted 71d ago
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Undisclosed5–10 yrsfulltimeHyderabad
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Section · 01
About this role
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The Staff MLOps Engineer plays a pivotal role in shaping our MLOps practice within ITG by building and enhancing a scalable, reliable, and cutting-edge Machine Learning Operations (MLOps) platform. This role combines deep cloud architecture expertise with advanced AI/ML knowledge to develop solutions that streamline workflows, enable seamless collaboration, and drive innovation.
As a key contributor to the organizations AI/ML strategy, you will partner with cross-functional teams, including data scientists, product managers, and cloud engineers, to align platform development with business objectives. Your work will directly support the deployment of Responsible AI solutions that prioritize transparency, fairness, and ethical practices.
The Staff MLOps Engineer plays a pivotal role in shaping our MLOps practice within ITG by building and enhancing a scalable, reliable, and cutting-edge Machine Learning Operations (MLOps) platform. This role combines deep cloud architecture expertise with advanced AI/ML knowledge to develop solutions that streamline workflows, enable seamless collaboration, and drive innovation.
As a key contributor to the organizations AI/ML strategy, you will partner with cross-functional teams, including data scientists, product managers, and cloud engineers, to align platform development with business objectives. Your work will directly support the deployment of Responsible AI solutions that prioritize transparency, fairness, and ethical practices.
Knowledge, Skills, Abilities, Behaviors:
Platform Development: Lead the enhancement of the AI platform to improve the developer experience for data and ML engineers. Optimize workflows by integrating state-of-the-art tools and technologies, ensuring scalability and efficiency.
Cloud Infrastructure Design and Management: Architect and manage the cloud infrastructure supporting the MLOps platform, leveraging infrastructure-as-code (IaC) tools like Terraform. Optimize for scalability, security, cost-effectiveness, and high availability.
Cross-Functional Collaboration and Stakeholder Management: Partner with data science, product management, engineering, and business teams to understand their requirements and ensure the MLOps platform effectively supports their needs. Effectively communicate technical concepts and strategies to both technical and non-technical audiences.
AI/ML Reliability and Observability: Collaborate with the AI/ML reliability engineering team to design and implement components that ensure the platforms operational reliability, observability, and fault tolerance.
Cross-Disciplinary Knowledge: Apply knowledge from related disciplines, such as data science and health/biology sciences, to design holistic MLOps solutions that meet the unique needs of the organization.
DevOps for Machine Learning Workloads: Build and maintain robust DevOps pipelines tailored for ML workflows, enabling automated model training, testing, deployment, and monitoring.
Tool Development and System Reliability: Design and manage tools to enhance platform reliability, including dashboards, logging systems, and alerting frameworks, to ensure seamless operations.
JOB SPECIFICATIONS
Education
Bachelor's degree Master's degree in Computer Science, Data Science, AI, or related field
Years of Experience
5+ years of experience in ML Ops, Dev Ops, or related role
Knowledge, Skills, Abilities, Behaviors:
Service and Quality Excellence : Ability to demonstrate an uncompromising commitment to delivering exceptional care to create an unmatched value proposition for our patients.
Honor our Mission and Values : Ability to build trust and act with authenticity to cultivate a culture of integrity, inclusion, and mutual respect.
Effective Decision Making : Ability to make timely, informed decisions that are in the best interest of our patients, employees, providers, community and HCA.
Attain and Leverage Strategic Relationships : Ability to develop and strengthen collaborative relationships with both internal and external stakeholders to advance the care of our patients and the growth of HCA.
Lead and Develop Others : Ability to lead others to accomplish organizational goals and objectives; provide meaningful coaching and mentoring to increase the capabilities of individuals and teams and drive employee engagement.
Communicate with Impact : Ability to deliver information in a clear, concise, and compelling manner to effectively engage others and achieve desired results.
Achieve Success through Change : Ability to identify opportunities for improvement and innovation, remove barriers and resistance, and enable desired behaviors.
Disclaimer: This job posting has been aggregated from external source. Role details, content, and availability are subject to change. Applicants are advised to confirm the latest information directly on the company website before applying.
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Section · 02
Skills
observabilityDevopsTerraformPlatform Developmentdeveloper experienceMLOpsbiologyCloud InfrastructuredeploymentcloudEmployee EngagementArchitectureoperationsAi PlatformAi SolutionsData ScienceArtificial IntelligenceMachine Learning
Section · Company
About HCA Healthcare
HCA Healthcare
Healthcare
4.0k+
employees
Nashville, TN
USA
₹17.9L PA avg
Avg at HCA Healthcare
About
HCA Healthcare - India is an integral innovation and operational hub in support of HCA Healthcare and our mission: Above all else, we are committed to the care and improvement of human life. HCA Healthcare is a company focused on creating healthier tomorrows through the delivery of patient-centered care across approximately 190 hospitals and 2,400 sites of care in the United States and United Kingdom.
Every day, our colleagues around the world go to work with a collective focus: our patients. This focus positively impacts the care experience at the bedside and beyond. HCA Healthcare - India serves as a vital hub for operations and supports HCA Healthcares work to enhance healthcare delivery through technology and innovation.
Industries
Healthcare
Employee ratings
9 reviews
4.7/ 5
Culture
4.3
Career growth
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Work-life
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