Spontaneous Application - Machine Learning Engineer

About the Machine Learning Team

The three co-founders have an engineering and physics background (João, Luís and Mica studied Physics & Computer Science in university) and deeply value the work that engineers are responsible for.

Our main goal is to develop, deploy, and operate machine learning models that help sales teams make companies grow. This can range from creating new mechanisms to extract structured data from threads of emails, to models that classify the buying intent of potential prospects.

Among other things, our stack includes:

Python, Linux, FastAPI, Docker, PyTest, SQL, MLFlow, CI/CD

We don't require you to have experience in our stack to apply.

• Have at least 4 years of software engineering or Machine Learning experience
• BS or Masters degrees in computer science, engineering, or related technical, math, or scientific field
• Strong Python skills (e.g., Standard Library, Flask/FastAPI, Pandas) and Machine Learning (Scikit, Numpy, HuggingFace)
• Software development practices such as code versioning, unit testing, continuous deployment
• Have experience leading multiple projects of varying scope and complexity in more than one problem space
• Ability to speak and write in English fluently and idiomatically.
• And ideally:
  
  • Good foundation in ML theory (e.g., ML Model metrics, Train/Test, Cross Validation, etc)
  • Experience using Public Cloud providers to deploy services (e.g., Cloud Run, Elastic Beanstalk, AWS Fargate)
  • Knowledge of MLOps practices
  • Experience with Deep Learning and natural language processing models such as BERT (Bidirectional Encoder Representations from Transformers), ELMo (Embeddings from Language Models) or GPT-3