Remote Lead Machine Learning Engineer/Scientist

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Description:

  • We are looking for a highly skilled Lead Machine Learning Engineer/Scientist to join our Platform Engineering team.
  • You will play a pivotal role in the development and maintenance of our Machine Learning & Data Processing capabilities.
  • You will collaborate across products and teams to establish new models and drive model accuracy while mentoring other engineers.
  • You will be the Machine Learning leader, responsible for shaping the technical direction of our products and projects.
  • You will foster a culture of innovation and excellence within your team.
  • Your responsibilities include identifying, evaluating, and normalizing data for ingestion and feature scaling.
  • You will design, implement, and test machine learning models.
  • You will employ statistical metrics such as accuracy, precision, F1, and AUC-ROC to evaluate model performance.
  • You will conduct cross-validation and hyperparameter tuning to optimize model performance.
  • You will use regularization and ensemble learning to improve model accuracy and reduce overfitting.
  • You will deploy Machine Learning models to public cloud-based production infrastructure, monitor their performance, and make appropriate changes.
  • You will mentor and coach junior engineers, helping them grow their technical skills.
  • You will conduct code reviews and provide constructive feedback to ensure code quality and adherence to standards.
  • You will collaborate with other teams and stakeholders to ensure seamless integration and compatibility between products and services.

Requirements:

  • You must have 5+ years in Machine Learning model development, focusing on Feature Engineering and ML Metrics such as F1 and AUC-ROC.
  • You should have 3+ years supporting a production SaaS application and previous experience collaborating with SaaS Product teams.
  • A solid understanding of ML design principles and patterns, along with strong expertise in ML Tools such as Tensorflow, BiGML, Vertex AI, and Keras, is required.
  • You must demonstrate an understanding of ML Systems Architecture, Databases, and other data architecture components.
  • You should have 5+ years of experience with Python, SQL, R, and SCM tools such as Git.
  • You must have 5+ years of leadership experience working in a team following Agile SDLC practices.
  • You should have 3+ years of technical leadership experience working on platforms and system applications in a public cloud context (AWS, GCP, Azure).
  • You must have 3+ years delivering Hadoop or Spark systems.
  • A Bachelor’s or Master’s degree in Computer Science or a related field is required.
  • Candidates must already possess the right to work in the United States without the need for employment-based visa sponsorship now or in the future.

Benefits:

  • You will receive a competitive base salary.
  • The position offers a remote work environment.
  • You will have access to paid time off.
  • Health insurance, dental insurance, and vision insurance are provided.
  • A 401K match is available.
  • The actual base salary will depend on numerous factors such as location, experience, training, knowledge, and skills.
  • Tapcheck reserves the right to amend, change, alter, and revise pay ranges and benefits offerings at any time.
Apply now
Please, let Tapcheck Inc. know you found this job on RemoteYeah . This helps us grow 🌱.
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