Senior Machine Learning Architect

hace 1 día

Ciudad de México, Ciudad de México Nucleus Health A tiempo completo
Job Title: Senior Machine Learning Engineer

About the Role:

We are seeking a highly skilled Senior Machine Learning Engineer to join our team at Nucleus Health. As a key member of our engineering team, you will be responsible for designing, developing, and deploying machine learning models and systems that drive business value and improve customer experiences.

Responsibilities:

  • Mentor and coach junior developers on industry best practices and machine learning techniques
  • Collaborate with leadership, product teams, and engineering teams to drive business outcomes and customer satisfaction
  • Develop and implement machine learning solutions that meet business requirements and technical specifications
  • Work with data scientists, software engineers, and product managers to design and deploy production-ready machine learning solutions
  • Design and implement data pipelines, machine learning workflows, and data infrastructure to support business needs
  • Develop and maintain high-quality software code, following industry standards and best practices
  • Collaborate with cross-functional teams to identify and prioritize business requirements and technical specifications
  • Develop and maintain technical documentation, including design documents, technical specifications, and code comments
  • Stay up-to-date with industry trends, emerging technologies, and best practices in machine learning and software engineering

Requirements:

  • Bachelor's or Master's degree in Computer Science, Engineering, or related field
  • At least 6+ years of experience in machine learning engineering, software development, and data science
  • 5+ years of experience with software development life cycle, including coding guidelines, code reviews, source control management, build procedures, testing, and operations knowledge
  • Extensive knowledge of AWS platform, including SageMaker, Redshift, EMR, Glue, Step Functions, Lambda, Batch, etc.
  • Experience leading engineering teams, serving as a tech lead, or mentoring
  • Familiarity with object-oriented design, algorithms, and data structures
  • Ability to pick up new languages and technologies rapidly when needed
  • Strong preference for deep learning expertise in reinforcement learning and NLU libraries and methodologies
  • Programming expertise in functional, object-oriented, design patterns, Big O, data structures, and other areas
  • Thorough understanding of service-oriented architecture, including contextual boundaries and service-to-service communication
  • Demonstrable experience working with machine learning systems, including batch and real-time systems
  • In-depth knowledge of configuration tools like Terraform and AWS Cloud Formation
  • Extensive knowledge of data security elements like secure coding, data classification and protection, and PCI/HIPAA/GDPR
  • Prior experience working with Golang to architect, build, and document at-scale web apps
  • Extensive experience using AWS infrastructure, such as EC2, ECS, EKS, Lambda, Batch, CloudWatch, Kinesis, etc.
  • Strong desire to learn and expand knowledge of ML, AI, and NLU
  • Nice to have experience with Ruby on Rails, Java, Scala, and C++
  • Prior experience with deployment systems like CodeShip and AWS CodeDeploy is preferred
  • Some experience deploying e-commerce solutions is desirable
  • Must be a capable business owner with a growth attitude
  • Prior domain experience in NLU is nice to have
  • Fluent in English communication, both spoken and written

What We Offer:

Nucleus Health offers a competitive salary of $733.00 per hour and a 6-month contract.

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