About Avenue Code, we are a leading software consultancy focused on delivering end-to-end development solutions for digital transformation across every vertical. We care deeply about our clients and partners.
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Job Description:
The Senior Applied Scientist plays a crucial role in developing and deploying innovative machine learning solutions for retail pricing. This includes understanding various customer and operational business constraints and translating complex real-world problems into well-defined mathematical objectives.
Required Skills and Qualifications:
* PhD or Masters degree in Computer Science, Machine Learning, Statistics, Operation Research or related field
* 5+ years of industry experience in applied Machine Learning
* 3+ years 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
Benefits:
* Impact-focused and passionate about delivering high-quality models
* Demonstrated leadership experience, with the ability to lead and inspire a team
Others:
Avenue Code reinforces its commitment to privacy and all global data protection laws.