Incorta is a next-generation data analytics and business intelligence platform that excels at rapidly delivering business value from transactional data. We provide an integrated end-to-end data experience, from data acquisition and enrichment to visualizing and sharing results. Our platform cuts project implementation time from months to weeks, provides revolutionary query speed, and maintains a unified, single source of truth for multiple workloads including business intelligence, analytics, and machine learning. We are seeking a highly skilled and motivated MLOps Engineer to join our team. As an MLOps Engineer, you will play a critical role in bridging the gap between machine learning model development and operational deployment. You will work closely with data scientists and engineers to automate and streamline ML model integration into our production environments.
YOU Will
Develop, construct, test, and maintain architectures such as databases and large-scale processing systems. Facilitate the deployment of machine learning models at scale in production environments. Implement automated pipelines for model training, validation, and deployment using CI/CD practices. Monitor, manage, and optimize the performance of deployed models, ensuring they operate efficiently and reliably. Collaborate with data scientists to implement machine learning models that leverage structured and unstructured data. Enhance data collection procedures to include all relevant information for building analytic systems. Implement monitoring systems to track model performance and data quality. Ensure compliance with data governance and security policies. Stay updated with the latest technology trends and innovations in MLOps, ML, AI, and cloud services. YOU HAVE
Bachelor's degree in Computer Science, Engineering, or a related field. Strong experience in Python, R, or another scripting language. Ability to understand tools used by data scientists and experience with software development and test automation. Experience building custom integrations between cloud-based systems using APIs. Proficiency with containerization and orchestration technologies (e.g., Docker, Kubernetes). Good to have experience with cloud services (AWS, Azure, GCP). Knowledge of CI/CD tools (e.g., Jenkins, GitLab CI, CircleCI) and infrastructure as code (e.g., Terraform, Ansible). Excellent problem-solving and troubleshooting skills. Strong communication and collaboration skills. Incorta provides equal employment opportunities to all employees and applicants for employment and prohibits discrimination and harassment of any type without regard to race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state or local laws.
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