Muttdata

Machine Learning Engineer Lead

Muttdata
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almost 3 years ago
Buenos Aires, ArgentinaStaff+

Responsibilities

  • Lead and mentor the team while fostering technical growth and best practices.
  • Guide the creation of specifications and maintain clear technical documentation.
  • Serve as the primary stakeholder contact to align technical and business goals.
  • Develop and optimize scalable data and machine learning solutions with monitoring and MLOps practices.
  • Oversee data and model lifecycles from exploratory data analysis and feature engineering through deployment and continuous improvement.
  • Build proofs of concept to validate and refine solutions.
  • Optimize performance, latency, memory, and throughput across data systems.
  • Design and maintain feature stores and data pipelines.
  • Research and implement emerging technologies.
  • Participate in candidate interviews and evaluations.

Requirements

  • Experience leading and mentoring teams on data projects and guiding technical decisions.
  • Ability to collaborate with stakeholders, translate business needs into technical solutions, and align priorities across teams.
  • Experience implementing ML-based systems, including model lifecycle management, monitoring, and MLOps pipeline setup.
  • Strong proficiency in Python, Pandas, NumPy, Jupyter, Scikit-Learn, XGBoost, and Plotly.
  • Knowledge of SQL.
  • Experience with AWS, GCP, or Azure.
  • Preferred experience with Airflow, MLflow, H2OAI, or Databricks.
  • Preferred background in AdTech or Generative AI projects.
  • Understanding of Keras, PyTorch, or TensorFlow.
  • Solid command of English for technical communication and documentation.
  • Basic knowledge of Docker.

Benefits

  • Remote-first work-from-anywhere arrangement.
  • AWS, dbt, Google Cloud, Azure, and Databricks certifications fully covered.
  • In-company English lessons.
  • Birthday off and an additional vacation week.
  • Referral bonuses.
  • Monthly Maslow credits for the benefits marketplace.
  • Annual team trip.
  • Monthly childcare reimbursement.

Tech Stack

Apache AirflowAWSAzureDatabricksdbtDockerGoogle CloudGoogle Cloud PlatformKerasMLflowNumPyPandasPythonPyTorchscikit-learnSQLTensorFlowXGBoost

Categories

Data EngineeringML Engineering
Muttdata

About Muttdata

51-200 employees
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