MLOps Engineer

Roles and Responsibilities

• Infrastructure Development: Design, implement, and manage containerized GPU

deployments using Docker.

• Multi-modal Projects: Integrate and deploy machine learning models for audio,

video, and image processing tasks.

• Framework Integration: Collaborate with data science teams to ensure seamless

integration of TensorFlow, Keras, and other deep learning frameworks into

production pipelines.

• Kubernetes Management: Optimize and manage Kubernetes clusters for

scalable and efficient deployment.

• Model Optimization: Utilize ONNX and C-based deployments for optimized

model execution and scalability.

• Model Monitoring: Monitor model performance, detect model drift, and ensure

the robustness of deployed models in production environments.

• Pipeline Support: Provide support for end-to-end machine learning pipelines,

from data ingestion to model deployment.

• Cross-functional Collaboration: Ensure effective communication with cross-

functional teams to align on project goals and deliverables.

Skillset

• Proficiency in Python programming.

• Hands-on experience with containerized GPU deployments using Docker.

• Proven track record of working on multi-modal projects involving audio, video,

and image processing.

• Strong expertise in deep learning frameworks such as TensorFlow and Keras.

• Experience with Kubernetes for managing scalable machine learning

deployments.

• Familiarity with ONNX and C-based model deployment frameworks.

• Knowledge of model monitoring techniques, including model drift detection and

management.

Experience

• 4+ years of experience in a similar role

Qualification

• Bachelor’s or Master’s degree in Computer Science, Engineering, or related field.

About Zzazz

Zzazz is pioneering the next global information economy by transforming how digital

content is valued and experienced. Our advanced Economic AI quantifies the real-time

value and price of content, turning it into dynamic assets that reshape industries

worldwide. At Zzazz, you'll join a team of innovators pushing the boundaries of AI and

economics to create meaningful impact on a global sca