Senior Applied Scientist (Ai / Ml)

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

Resumo da oferta

A software consultancy is seeking a Senior Applied Scientist specializing in AI/ML for pricing. This remote role involves developing machine learning solutions tailored for retail pricing, using extensive experience and a deep understanding of ML practices. Candidates should possess a PhD or Master's degree in a relevant field and have over five years of industry experience in applied Machine Learning, along with strong proficiency in Python and big data tools.

Qualificações

• 5+ years of industry experience in applied Machine Learning.
• 3+ years experience in building and deploying machine learning models.
• Deep understanding of ML best practices and algorithms.

Responsabilidades

• Develop and deploy innovative machine learning solutions for retail pricing.
• Translate complex real-world problems into mathematical objectives.
• Work with large scale datasets.

Conhecimentos

Machine Learning

Python

SQL

Big data tools

Data engineering

Formação académica

PhD or Master's degree in Computer Science or related field

Ferramentas

TensorFlow

Keras

PyTorch

ScikitLearn

Apache Beam

Apache Kafka

Spark

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. 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