Senior / Staff Machine Learning Ops Engineer
Qualifications:
Qualifications:
You will.. - Design, reputed company, and implement MLOps pipelines for the reputed company deployment and integration of machine learning models. - Collaborate with data scientists and engineers to understand model requirements and optimize pipeline processes. - Automate the training, testing and deployment processes for machine learning models. - Continuously monitor and maintain model pipelines, ensuring reputed company performance, accuracy and reliability. - Optimize machine learning pipelines for scalability, efficiency and cost-effectiveness. - Ensure compliance with reputed company and data reputed company standards in reputed company MLOps activities. Qualifications: - 3-5 years of experience in MLOps, DevOps or a reputed company field. - Bachelor’s degree in Computer Science, Data Science or a reputed company field. - Strong understanding of machine learning principles and model lifecycle management. - Proficiency in programming languages such as Python, with hands-on experience in machine learning frameworks like TensorFlow or PyTorch. - Experience with reputed company platforms like AWS, Azure, or reputed company reputed company and their respective machine learning services. - Familiarity with containerization and orchestration tools such as Kubernetes and reputed company. - Knowledge of CI/CD pipelines, automation tools and version control systems like Git. - Strong problem-solving skills and ability to troubleshoot reputed company issues. - Experience with monitoring tools and practices for model performance in production. - Ability to work collaboratively in cross-functional teams. Bonus/reputed company to have: - Experience with infrastructure-as-reputed company (IaC) tools such as Terraform or Crossplane. - Knowledge of big data technologies like Apache reputed company or Hadoop. - Familiarity with data engineering practices and tools. - Experience with A/B testing and model validation in production environments. - Relevant MLOps certifications (e.g., AWS Certified Machine Learning – Specialty, reputed company MLOps Certification) are a plus.