Senior Applied Scientist (Ai / Ml)

Avenue Code; Teletrabalho; BRL 80.000 - 120.000; Tempo integral

Resumo da oferta

A leading software consultancy is seeking a Senior Applied Scientist (AI / ML – Pricing) to develop and deploy innovative machine learning solutions for retail pricing. The role requires a PhD or Master's degree and substantial experience in applied Machine Learning and data engineering. Key responsibilities include translating real-world problems into defined mathematical objectives and ensuring effective model deployment in production environments. Candidates should have proficiency in Python, SQL, and ML frameworks, making this an ideal position for those passionate about machine learning in a dynamic field.

Qualificações

• 5+ years of industry experience in applied Machine Learning.
• 3+ years experience in building and managing models in production environments.
• Deep understanding of ML best practices and algorithms.
• Strong data engineering skills with large scale datasets.

Responsabilidades

• Develop and deploy innovative machine learning solutions for retail pricing.
• Translate complex real-world problems into well-defined mathematical objectives.

Conhecimentos

Machine Learning

Statistics

Data Engineering

Python

SQL

Deep Learning

Cloud Technologies (AWS, GCP, Azure)

Big Data Tools (Apache Beam, Apache Kafka, Spark)

Formação académica

PhD or Master's degree in Computer Science, Machine Learning, Statistics, Operation Research or related field

Ferramentas

Python Libraries (numpy, pandas, polars)

Machine Learning Frameworks (ScikitLearn, Tensorflow, Keras, PyTorch)

Descrição da oferta de emprego

About the company

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. We care deeply about our clients, our partners, and our people. We prefer the word 'partner' over 'vendor', and our investment in professional relationships is a reflection of that philosophy. We pride ourselves on our technical acumen, our collaborative problem‑solving ability, and the warm professionalism of our teams. Avenue Code has been believing in and promoting plurality actions for over 10 years, understanding that recognizing differences and fostering a safe environment, employment opportunities, representation, and support are the best ways to promote an increasingly equitable culture.

About the opportunity

Remote: Contract

Job Description

The Senior Applied Scientist (AI / ML – Pricing) plays a crucial role in the development and deployment of innovative machine learning solutions for retail pricing that includes understanding various customer and operational business constraints and translating complex real‑world problems into well‑defined mathematical objectives.

Minimum 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
• 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