Machine Learning Solutions Specialist
About the Opportunity:
* The Machine Learning Solutions Specialist plays a key role in developing and deploying innovative machine learning solutions for retail pricing that incorporates understanding various customer and operational business constraints.
Required Skills and Qualifications:
Our ideal candidate has a PhD or Master's degree in Computer Science, Machine Learning, Statistics, Operations Research or related field with 5+ years of industry experience in applied Machine Learning. The successful applicant will have experience in building, deploying, and managing machine learning and deep learning models in production environments at scale.
* Deep understanding of ML best practices (A/B testing, training/serving pipelines, feature engineering etc), algorithms/techniques (gradient boosting, deep neural networks, optimization, regularization), and experiment design
* Proficiency with scientific libraries in Python (numpy, pandas, polars) and Machine Learning tools and frameworks (ScikitLearn, Tensorflow, Keras, PyTorch)
* Strong data engineering skills and experience working with large-scale datasets
* Experience with big data tools (Apache Beam, Apache Kafka, Spark)
* Experience with cloud technologies AWS, GCP or Azure
* Fluency in Python, SQL
As a key member of our team, you will lead and inspire a team to deliver high-quality models, develop strategies for impact-focused solutions, and drive business growth through technical acumen and collaborative problem-solving.
Benefits:
* One-hour Python and SQL coding challenge interview
Confidentiality Statement: Avenue Code respects your right to privacy and adheres to global data protection laws. Your information will be kept confidential and used solely for application purposes.