Ai model deployment specialist
etap empowers customers to make informed decisions throughout the life cycle of their projects with innovative software solutions for electrical systems. By applying etap solutions, customers experience continuous intelligence during design and engineering and into operations and maintenance using a unified electrical digital twin platform.
the ai model deployment specialist will be responsible for designing and deploying scalable machine learning models as apis using fastapi and docker.
* develop and maintain reproducible workflows using python, sql, mlflow/w&b, and azure ml.
* collaborate with engineering teams to deliver models as scalable apis.
* monitor and evaluate models in production to detect drift, maintain quality, and ensure reliability.
this role requires a strong understanding of evaluation metrics for classification, regression, and ranking.
the ideal candidate has experience with pytorch / tensorflow, optuna, and onnx, and is familiar with graph ml or generative ai workflows.
as an ai model deployment specialist at etap, you will have the opportunity to work on cutting-edge projects and contribute to the development of innovative ai solutions. If you are passionate about ai and eager to learn and grow, we encourage you to apply for this exciting opportunity!
requirements:
* strong programming skills in python with proficiency in pandas, numpy, and scikit-learn.
* experience with sql/nosql databases and data pipelines.
* hands‑on knowledge of xgboost / lightgbm for tabular modeling.
* experience with model deployment and tracking using git, docker, fastapi, and azure ml.
benefits:
* competitive salary and benefits package.
* ongoing training and professional development opportunities.
* diverse and inclusive work environment.
etap is an equal opportunity employer committed to diversity and inclusion. We welcome applications from qualified candidates of all backgrounds. All applicants must undergo and pass a comprehensive background check before starting employment.