Machine Learning Leader

Há 2 dias

Brasília DF, Brasil beBeemachinelearning Tempo inteiro

**Machine Learning Leader** Avenue Code is the leading software consultancy focused on delivering end-to-end development solutions for digital transformation across every vertical. We're privately held, profitable, and have been on a solid growth trajectory since day one. Our teams collaborate closely to provide technical acumen, solve complex problems, and build strong relationships with our clients and partners. We've been promoting an increasingly equitable culture for over 10 years by recognizing differences, fostering a safe environment, providing employment opportunities, representation, and support. About the Opportunity: The Machine Learning Leader plays a crucial role in developing and deploying innovative machine learning solutions for retail pricing, including understanding customer and operational business constraints and translating real-world problems into mathematical objectives. Bachelor's or Master's 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 models in production environments at scale. Key skills and qualifications include: 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. This role involves working with multiple stakeholders to drive business outcomes through data-driven decision-making. Interview Process: An hour-long Python and SQL coding challenge will be conducted during the interview process. Data Protection: Avenue Code follows global data protection laws such as GDPR, LGPD, CCPA and CPRA. Candidate data shared with Avenue Code will be kept confidential and not transmitted to disinterested third parties.

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