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ML ENGINEER

ML ENGINEER

Requisition ID:  75259
City:  MAIA
Date:  Jul 25, 2025
Brand:  MC
Area:  STRUCTURES

sonae.pt

 

 

 

We are a company made of people and for people. With a solid and inclusive foundation, MC focuses on people to make life simpler for customers, employees, and community members. We create value with everyone’s contribution, we innovate at every step, and we lead closely, paying attention to each person’s qualities and needs. We have different stories and different ideas, but we share the desire to grow and become the best version of ourselves. Everything we are, we achieve together. And there is nothing more inspiring than that.

So, if you want to be part of this team and take on new challenges, we are looking for you!


We are looking for a ML Engineer to join our AI Engineer team, and we believe we will be #betterwithyou!

We count on you to…
- Design and develop generative AI solutions including LLMs, multimodal models, and agent-based systems;
- Build, maintain, and optimize MLOps pipelines for scalable and reliable model training, deployment, and monitoring, and lifecycle management;
- Create and implement agentic workflows and agent tooling for complex problem-solving;
- Develop CI/CD pipelines for ML models with automated testing, validation, and deployment;
- Collaborate with data scientists, software engineers, and product teams to deliver end-to-end ML solutions;
- Ensure best practices in model versioning, model versioning,CI/CD, testing, experiment tracking, and reproducibility in production environments.

 

So, bring with you…
- Minimum 3 years of hands-on experience in machine learning engineering, with a focus on GenAI and MLOps;
- Proven experience building and deploying agentic workflows and developing agent tools;
- Familiarity with LLMs, prompt engineering, and agent frameworks (LangChain, LlamaIndex, AutoGen or similar);
- Strong proficiency in Python and ML frameworks (e.g., Scikit Learn, SparkML, PyTorch, Hugging Face) and distributed computing (pyspark, hadoop);
- Solid understanding of MLOps concepts: CI/CD, model monitoring, data versioning, and automated retraining. Experience with MLOps tools like MLflow, Kubeflow or similar;
- Hands-on experience with cloud platforms (Azure preferential) and containerization (Docker, Kubernetes);
- Excellent problem-solving and communication skills;
- Structured approach to problems.

 

What you will find…
- Collaborative work environment;
- A dynamic team;
- Career progression and internal mobility opportunities;
- A cohesive and leading company in the retail sector.

 

What we have for you…
- Meal Allowance in Dá Card;
- Telecommunications Plan with voice, data, and equipment for permanent employees;
- Flex it Up Program - Extra Off Days, Unpaid Leave, Flexible Work Model (when applicable);
- Health and Life Insurance (for permanent employees) with the possibility of extending Health Insurance to family members with advantageous conditions;
- Flexible Benefits Program (when applicable);
- Onboarding and Initial Training Plan, Continuous Training platform, and Financial Literacy Program;
- School Awards and Merit Scholarships for employees’ children (regular and inclusive education), as well as Holiday Programs during school breaks;
- Flu Vaccine including its administration (voluntary participation)
- We Are Sonae Program, providing psychosocial, financial and legal support to employees;
- Ergocoaching Sessions;
- Mental Health Promotion Programs and Nutrition Consultations;
- Discount and Partnership Program with over 300 leading brands;
- Free coffee and fruit available at the workplace;
- Competitive Salary.


#BETTERTOGETHER #BETTERWITHYOU


MC Sonae D&I Commitment:
We work to create a work environment based on the richness of profiles and focused on uniqueness, ensuring that everyone feels respected, valued for their skills, and confident in the organization.

sonae.pt

 

 

 

We are a company made of people and for people. With a solid and inclusive foundation, MC focuses on people to make life simpler for customers, employees, and community members. We create value with everyone’s contribution, we innovate at every step, and we lead closely, paying attention to each person’s qualities and needs. We have different stories and different ideas, but we share the desire to grow and become the best version of ourselves. Everything we are, we achieve together. And there is nothing more inspiring than that.

So, if you want to be part of this team and take on new challenges, we are looking for you!


We are looking for a ML Engineer to join our AI Engineer team, and we believe we will be #betterwithyou!

We count on you to…
- Design and develop generative AI solutions including LLMs, multimodal models, and agent-based systems;
- Build, maintain, and optimize MLOps pipelines for scalable and reliable model training, deployment, and monitoring, and lifecycle management;
- Create and implement agentic workflows and agent tooling for complex problem-solving;
- Develop CI/CD pipelines for ML models with automated testing, validation, and deployment;
- Collaborate with data scientists, software engineers, and product teams to deliver end-to-end ML solutions;
- Ensure best practices in model versioning, model versioning,CI/CD, testing, experiment tracking, and reproducibility in production environments.

 

So, bring with you…
- Minimum 3 years of hands-on experience in machine learning engineering, with a focus on GenAI and MLOps;
- Proven experience building and deploying agentic workflows and developing agent tools;
- Familiarity with LLMs, prompt engineering, and agent frameworks (LangChain, LlamaIndex, AutoGen or similar);
- Strong proficiency in Python and ML frameworks (e.g., Scikit Learn, SparkML, PyTorch, Hugging Face) and distributed computing (pyspark, hadoop);
- Solid understanding of MLOps concepts: CI/CD, model monitoring, data versioning, and automated retraining. Experience with MLOps tools like MLflow, Kubeflow or similar;
- Hands-on experience with cloud platforms (Azure preferential) and containerization (Docker, Kubernetes);
- Excellent problem-solving and communication skills;
- Structured approach to problems.

 

What you will find…
- Collaborative work environment;
- A dynamic team;
- Career progression and internal mobility opportunities;
- A cohesive and leading company in the retail sector.

 

What we have for you…
- Meal Allowance in Dá Card;
- Telecommunications Plan with voice, data, and equipment for permanent employees;
- Flex it Up Program - Extra Off Days, Unpaid Leave, Flexible Work Model (when applicable);
- Health and Life Insurance (for permanent employees) with the possibility of extending Health Insurance to family members with advantageous conditions;
- Flexible Benefits Program (when applicable);
- Onboarding and Initial Training Plan, Continuous Training platform, and Financial Literacy Program;
- School Awards and Merit Scholarships for employees’ children (regular and inclusive education), as well as Holiday Programs during school breaks;
- Flu Vaccine including its administration (voluntary participation)
- We Are Sonae Program, providing psychosocial, financial and legal support to employees;
- Ergocoaching Sessions;
- Mental Health Promotion Programs and Nutrition Consultations;
- Discount and Partnership Program with over 300 leading brands;
- Free coffee and fruit available at the workplace;
- Competitive Salary.


#BETTERTOGETHER #BETTERWITHYOU


MC Sonae D&I Commitment:
We work to create a work environment based on the richness of profiles and focused on uniqueness, ensuring that everyone feels respected, valued for their skills, and confident in the organization.

Apply now »