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Senior MLOps Engineer
2 months ago
About the Role
We are seeking a highly skilled Senior MLOps Engineer to join our Cloud Platforms Engineering (CPE) directorate at Intapp. As a key member of our team, you will play a crucial role in enabling applied AI by designing, building, and maintaining secure, scalable, and efficient ML platforms.
Key Responsibilities
- Design and implement robust MLOps and LLMOps pipelines to automate and optimize machine learning model training, testing, deployment, and scaling.
- Collaborate with data scientists and software engineers to ensure operational criteria are met before deployment.
- Maintain and enhance continuous integration (CI) and continuous deployment (CD) environments for machine learning systems.
- Develop tools to improve visibility into the system's operation and to facilitate rapid troubleshooting and debugging.
- Foster a culture of continuous improvement by incorporating feedback and lessons learned into future ML deployments.
- Lead initiatives to increase the resilience and scalability of ML systems.
Requirements
- Bachelor's degree in computer science, engineering, statistics, or a related field.
- Experience in software development or data engineering, with at least 3 years focused on MLOps or similar roles.
- Proven track record in designing and deploying scalable machine learning systems in production.
- Strong programming skills in Python and experience with ML frameworks and tools (e.g., TensorFlow, PyTorch, MLFlow, MetaFlow, vLLM, Kubeflow, Jupyter notebook, Azure ML Studio, Amazon Sagemaker, Apache Spark, Apache Flink).
- Expertise in containerization technologies (e.g., Docker, Kubernetes) and automation tools (e.g., Jenkins, GitLab CI).
- Excellent problem-solving skills and the ability to work independently or as part of a team.
Preferred Qualifications
- Experience with data governance and ensuring compliance with data security regulations.
- Familiarity with performance tuning of big data technologies.
- LLM Model development.
About Intapp
At Intapp, we value accountability, responsibility, and growth. We support each other in a positive, open atmosphere that fosters creativity, approachability, and teamwork. We're committed to creating a modern work environment that's connected yet flexible, supporting both professional success and work-life balance. In return for your passion, commitment, and collaborative approach, we offer:
- Competitive base salary plus variable compensation and equity.
- Generous paid parental leave, including adoptive leave.
- Traditional comprehensive benefits, plus:
- Generous Paid Time Off.
- Tuition reimbursement plan.
- Family Formation benefit offered by Carrot.
- Wellness programs and benefits provided by Modern Health.
- Paid volunteer time off and donation matching for the causes you care about.
- Opportunities for personal growth and professional development supported by a community of talented professionals.
- An open, collaborative environment where your background and contributions are valued.
- Experience at a growing public company where you can make an impact and achieve your goals.
- Open offices and kitchens stocked with beverages and snacks.