External candidates: In order for your application to be correctly processed please sign-in before you apply
Internal candidates: Please go to Workday and click "Find Jobs" link under Career
Thank you for considering opportunities with us!
Job Title
ML Ops EngineerRequisition Number
R7173 ML Ops Engineer (Open)Location
Glendale, ArizonaAdditional Locations
Job Information
CSAA Insurance Group (CSAA IG), a AAA insurer, is one of the top personal lines property and casualty insurance groups in the U.S. Our employees proudly live our core beliefs and fulfill our enduring purpose to help members prevent, prepare for and recover from life's uncertainties, and we're proud of the culture we create together. As we commit to progress over perfection, we recognize that every day is an opportunity to be innovative and adaptable. At CSAA IG, we hire good people for a brighter tomorrow. We are actively hiring for a ML Ops / LLM Ops Engineer. Join us and support CSAA IG in achieving our goals.
Your Role:
As a ML Ops / LLM Ops Engineer at CSAA Insurance Group, you will play a crucial role in developing and maintaining the infrastructure that supports our machine learning and large language model operations.
Your work:
Your expertise will ensure seamless deployment, monitoring, and scaling of these models, enabling us to offer innovative insurance solutions and enhance our members' experiences. Collaborating with data scientists and developers, you will optimize workflows and integrate cutting-edge technologies to drive efficiency and accuracy in decision making.
Required Experience
· Bachelor’s degree in computer science or STEM
· Ability to implement and support ML-Ops cloud solutions
· Proven expertise in deploying and managing machine learning models in production environments
· Experience with large language model (LLM) operations and optimization
· 2+ years of experience in Data science models validation and tests automation.
· 2+ years of experience in working on AWS Sagemaker, DataRobot and similar AI/ML suite of products.
· 2+ years of experience in detecting model drift and bias, model monitoring and alerting.
· 5+ years of experience in Python or similar language
· 2+ years of experience with ML-Ops Frameworks like Kubeflow, ML-Flow, DataRobot, Airflow etc., experience with Docker and Kubernetes, OpenShift.
· Knowledge on ML Frameworks such as scikit-learn, Keras, PyTorch, TensorFlow, etc.
· Knowledge on building CI/CD pipelines orchestration by Github actions, Airflow, or similar tools
· Ability to effectively communicate with a team of data scientists, data engineers and architects, document the processes.
· Knowledge on Data Preparation, feature engineering, model build and training, model registration and model deployment
· Experience in DevOps cloud formation tools like AWS CDK, Terraform etc.
· Experience working in challenging and dynamic Agile / SAFE environment.
· Overall 2+ years of experience working in a cloud environment (AWS Preferred)
What would make us excited about you?
CSAA IG Careers
At CSAA IG, we’re proudly devoted to protecting our customers, our employees, our communities, and the world at large. We are on a climate journey to continue to do better for our people, our business, and our planet. Taking bold action and leading by example. We are citizens for a changing world, and we continually change to meet it.
Join us if you…
Recognition: We offer a total compensation package, performance bonus, 401(k) with a company match, and so much more! Read more about what we offer and what it is like to be a part of our dynamic team at https://careers.csaa-insurance.aaa.com/us/en/benefits
In most cases, you will have the opportunity to choose your preferred working location from the following options when you join CSAA IG: remote, hybrid, or in-person. Submit your application to be considered. We communicate via email, so check your inbox and/or your spam folder to ensure you don’t miss important updates from us. If a reasonable accommodation is needed to participate in the job application or interview process, please contact [email protected].
As part of our values, we are committed to supporting inclusion and diversity at CSAA IG. We actively celebrate colleagues’ different abilities, sexual orientation, ethnicity, and gender. Everyone is welcome and supported in their development at all stages in their journey with us.
We are always recruiting, retaining, and promoting a diverse mix of colleagues who are representative of the U.S. workforce. The diversity of our team fosters a broad range of ideas and enables us to design and deliver a wide array of products to meet customers’ evolving needs.
CSAA Insurance Group is an equal opportunity employer.
The national average salary range for this position is $105,345- $117,050. However, we have a location-based compensation structure. Our salary ranges vary and are calculated based on county of residence. The full salary range for this position across all the states we hire in is $94,815 - $140,550. This role also includes an opportunity for a company-wide annual discretionary bonus, through our Annual Incentive Plan (AIP), of up to 8% of eligible pay.
If you apply and are selected to continue in the recruiting process, we will schedule a preliminary call with you to discuss the role and will disclose during that call the available salary/hourly rate range based on your location. Factors used to determine the actual salary offered may include location, experience, or education.
Please note we are hiring for this role remote anywhere in the United States with the following exceptions: Hawaii and Alaska.
Must have authorization to work indefinitely in the US.
#HP_RX
#LI-NM1
.
Glendale, Arizona, United States
