Machine Learning Architect

Mindera; Blumenau; Presencial; BRL 80.000 - 120.000; Tempo integral

Resumo da oferta

A leading company in IT Services is seeking a Machine Learning Architect in Blumenau, Brazil. The role involves collaborating with data scientists to develop scalable ML solutions, defining model strategies, and managing ML infrastructure. Ideal candidates will have extensive experience in ML architecture and tools like Databricks and Snowflake.

Serviços

Flexible working hours

Annual trip and sports activities

Training & conferences

Customizable laptop and peripherals

Qualificações

• At least 7 years of relevant professional experience.
• Previous experience in ML System Architecture & Design.
• Experienced with Databricks, Snowflake and/or SageMaker.

Responsabilidades

• Define model serving strategies (batch, real-time, streaming inference).
• Design and implement Machine Learning Experimentation Platform.
• Develop and maintain the feature repository and model governance.

Conhecimentos

Machine Learning System Architecture

Performance Optimization

Model Monitoring

Ferramentas

Databricks

Snowflake

SageMaker

Descrição da oferta de emprego

3 weeks ago Be among the first 25 applicants

We are looking for a Machine Learning Architect to collaborate with Data Scientists and AI/ML community across BUs, Data Engineering, SMEs, and technical leads to help evangelize and translate business problems into scalable ML solutions across the client.

This role will be responsible for:

• Define model serving strategies (batch, real-time, streaming inference)
• Design and implement Machine Learning Experimentation Platform, HPO, standardization of ML pipelines and ML Metadata Storage
• Develop and maintain the feature repository, model governance and compliance.
• Build and own the ML Portfolio based on BU needs
• Support ML Infrastructure as an administrator on Databricks, Snowflake and Sagemaker.
• Own and publish best practices
  
  
  

Requirements

• At least 7 years of relevant professional experience for the role
• Previous experience in ML System Architecture & Design
• Experienced with Databricks, Snowflake and/or SageMaker
• Should have experience with Performance Optimization and Model Monitoring setup
  
  
  

Benefits

The Things We Really Care About:

• Flexible working hours
• Mindera Annual Trip, Sports, and sharing groups to connect and have fun!
• Training & conferences, create your own training plan
• Choose Laptop & Peripherals that best suit your needs
  
  

Most of all you get to work with a bunch of great people, where the whole team owns the project together in a politics-free environment. Our culture reflects our lean and self-organization attitude. We encourage our colleagues to take risks, make decisions, work in a collaborative way and talk to everyone to enhance communication. Freedom and Responsibility go hand in hand, and we value commitment, feedback, and empathy.

About Mindera

At Mindera we use technology to build products we are proud of, with people we love.

Software Engineering Applications, including Web and Mobile, are at the core of what we do at Mindera.

We partner with our clients, to understand their products and deliver high-performance, resilient, and scalable software systems that create an impact on their users and businesses across the world.

You get to work with a bunch of great people, where the whole team owns the project together.

Our culture reflects our lean and self-management attitude. We encourage our colleagues to take risks, make decisions, work in a collaborative way and talk to everyone to enhance communication.

We are proud of our work and we love to learn all and everything while navigating through an Agile, Lean and collaborative environment.

Check out our Blog and our Handbook!

Our offices are located: Porto, Portugal | Aveiro, Portugal | Coimbra, Portugal | Leicester, UK | San Diego, USA | San Francisco, USA | Chennai, India | Bengaluru, India | Cluj-Napoca, Romania | Blumenau, Brazil

Seniority level

• Seniority level

  Mid-Senior level

Employment type

• Employment type

  Full-time

Job function

• Industries

  IT Services and IT Consulting

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