About the Role
Avenue Code is seeking an experienced Senior Applied Scientist to join our team. As a key member of our organization, you will play a crucial role in developing and deploying innovative machine learning solutions for retail pricing.
The ideal candidate will have a strong background in applied machine learning, with experience in building, deploying, and managing machine learning models in production environments at scale. You will be responsible for translating complex real-world problems into well-defined mathematical objectives, utilizing your expertise in ML best practices, algorithms, and techniques.
Key Responsibilities:
* Develop and deploy machine learning solutions for retail pricing
* Collaborate with cross-functional teams to understand business constraints and translate complex problems into actionable objectives
* Design and implement data engineering pipelines to handle large-scale datasets
* Ensure the scalability and reliability of machine learning models in production environments
Requirements:
- 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
- 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:
Avenue Code offers a dynamic and supportive work environment, with opportunities for growth and professional development. We prioritize diversity, equity, and inclusion, and strive to create a safe and welcoming space for all employees. Additionally, we offer competitive compensation and benefits packages, as well as access to cutting-edge technology and resources.
About Us:
Avenue Code is a leading software consultancy focused on delivering end-to-end development solutions for digital transformation across every vertical. We pride ourselves on our technical acumen, collaborative problem-solving ability, and warm professionalism of our teams.