ML Architect

Job Description

We are seeking a Machine Learning & Deep Learning Lead/Architect to design and operationalize scalable ML/DL solutions using open-source AI frameworks and Oracle Cloud Infrastructure (OCI). In this role, you will define end-to-end architecture for model development and production deployment, building robust MLOps pipelines for training, automated release, monitoring, governance, and continuous improvement. You will leverage OCI Data Science, OCI AI Services, OCI Object Storage, and GPU instances to deliver cost-effective, secure, and high-performing ML workloads, while integrating tools such as MLflow, Kubeflow, and Airflow for reproducibility, versioning, and CI/CD. You will partner closely with product, data, and engineering teams to align technical choices with business outcomes, establish best practices for reliability and compliance, and mentor practitioners across modern ML/DL frameworks and cloud-native delivery. This role requires strong technical depth, architectural leadership, and excellent stakeholder communication.

Skills Required

• 10+ years of ML/DL experience, with 3+ years in architecture/leadership roles.
• Proven track record of deploying ML/DL solutions using open-source frameworks and MLOps practices.
• Hands-on experience with Oracle Cloud Infrastructure (OCI Data Science, AI Services, Object Storage, GPU/accelerators).
• Strong knowledge of MLOps tools
• Excellent leadership, communication, and stakeholder management skills.
  
  
  

Responsibilities

Key Responsibilities

• Architect ML/DL solutions using open-source frameworks (TensorFlow, Hugging Face, Scikit-learn).
• Design and implement MLOps pipelines for model training, deployment, monitoring, and governance.
• Leverage OCI services (OCI Data Science, OCI AI Services, OCI Object Storage, OCI GPU instances) for scalable ML workloads.
• Integrate open-source MLOps tools (MLflow, Kubeflow, Airflow) with OCI-native services.
• Define standards for reproducibility, versioning, and automated CI/CD of ML models.
• Collaborate with product, data, and engineering teams to align ML/DL architecture with business goals.
• Ensure cost optimization, scalability, and compliance in ML/DL deployments on OCI.
• Mentor teams in open-source ML/DL frameworks, OCI cloud-native practices, and MLOps methodologies.
• Stay updated with advancements in open-source AI, OCI services, and MLOps tooling.
• Lead execution of projects across Machine Learning and Deep Learning frameworks
  
  
  

Category Skills

Programming Languages Python, Object Oriented Python, C++, Anaconda/Miniconda, OCI Data Science

Open Source ML/DL TensorFlow, Hugging Face Transformers, Scikit-learn

Data Handling Pandas, NumPy, Seaborn, Matplotlib, Open-source ETL tools - PySpark

Model Development Classical ML, CNNs, RNNs, GANs, Transformers, Reinforcement Learning

MLOps Practices Model lifecycle management, CI/CD for ML, Automated retraining, Monitoring & Logging

MLOps Tools MLflow, Kubeflow, Airflow, Docker, Kubernetes, GitOps

Oracle Cloud Services OCI Data Science, OCI AI Services, OCI Object Storage, OCI GPU/Accelerators

Architecture Skills Distributed Systems, Microservices (Flask), API Design (FastAPI) , Cloud-native patterns

Mathematics & Stats Linear Algebra, Probability, Optimization, Statistical Modeling

Soft Skills Leadership, Strategic Thinking, Collaboration, Communication

Qualifications

Career Level - IC3

About Us

As a world leader in cloud solutions, Oracle uses tomorrow’s technology to tackle today’s challenges. We’ve partnered with industry-leaders in almost every sector—and continue to thrive after 40+ years of change by operating with integrity.

We know that true innovation starts when everyone is empowered to contribute. That’s why we’re committed to growing an inclusive workforce that promotes opportunities for all.

Oracle careers open the door to global opportunities where work-life balance flourishes. We offer competitive benefits based on parity and consistency and support our people with flexible medical, life insurance, and retirement options. We also encourage employees to give back to their communities through our volunteer programs.

We’re committed to including people with disabilities at all stages of the employment process. If you require accessibility assistance or accommodation for a disability at any point, let us know by emailing accommodation-request_mb@oracle.com or by calling +1 888 404 2494 in the United States.

Oracle is an Equal Employment Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability and protected veterans’ status, or any other characteristic protected by law. Oracle will consider for employment qualified applicants with arrest and conviction records pursuant to applicable law.

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