Senior Machine Learning Engineer

Avenue Code; Porto Alegre; Presencial; BRL 120.000 - 160.000; Tempo integral

Resumo da oferta

A leading software consultancy is seeking a Senior Applied Scientist to join their Customer Science Team in Porto Alegre, Brazil. The ideal candidate will research and develop ML models aimed at transforming customer behavior into measurable objectives, focusing on areas such as acquisition, conversion, and retention. Responsibilities also include mentoring junior scientists and collaborating with Marketing and Sales teams. Strong expertise in machine learning and customer analytics is essential for success in this role.

Qualificações

• Experience with machine learning and statistical modeling.
• Strong understanding of customer behavior analytics.
• Proven experience in developing end-to-end ML solutions.

Responsabilidades

• Research, design, and develop ML models for Marketing/Sales.
• Translate business problems into objectives and evaluation frameworks.
• Develop scalable code integrating with CRM and marketing platforms.

Descrição da oferta de emprego

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:

• Job Title: Senior Applied Scientist (AI/ML - Customer Science Team)
• Team Focus: Marketing and Sales decision‑making; transforming customer behavior into measurable objectives (acquisition, conversion, retention, revenue optimization).
• Key Responsibilities:
• Research, design, and develop ML, statistical, and causal models for Marketing/Sales (Propensity, Uplift, Attribution, Forecasting).
• Translate business problems into objectives, loss functions, and evaluation frameworks.
• Design feature representations for customer behavior and lifecycle dynamics.
• Design/analyze experiments (A/B, A/A, geo tests, incrementality, diff-in-diff).
• Build evaluation frameworks aligned to business outcomes (ROI, CAC, GMV/LTV).
• Partner with Marketing/Sales to define success metrics and decision thresholds.
• Own end-to-end ML lifecycle (data acquisition to monitoring).
• Develop scalable code/services integrating with CRM and marketing platforms.
• Communicate insights and business implications to stakeholders.
• Mentor junior scientists and help establish Customer Science best practices.
• Requirements: ( Computer Vision and emphasizes Causal Inference).

Avenue Code reinforces its commitment to privacy and to all the principles guaranteed by the most accurate global data protection laws, such as GDPR, LGPD, CCPA and CPRA. The Candidate data shared with Avenue Code will be kept confidential and will not be transmitted to disinterested third parties, nor will it be used for purposes other than the application for open positions. As a Consultancy company, Avenue Code may share your information with its clients and other Companies from the CompassUol Group to which Avenue Code’s consultants are allocated to perform its services.