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Senior Machine Learning Engineer

hace 2 meses


Xico, México Syneos - Clinical And Corporate - Prod A tiempo completo
About Syneos Health

Syneos Health is a leading biopharmaceutical solutions organization that accelerates customer success through a product development mindset. We bring together a wide range of business-critical services to support our business, fostering a culture of innovation and collaboration.

Job Summary

We are seeking a Senior Machine Learning Engineer - MLOps to join our team. As a key member of our data science team, you will be responsible for building and maintaining efficient pipelines for model training, deployment, and evaluation.

Key Responsibilities
  • Collaborate with cross-functional teams to understand data scientists' needs and build efficient pipelines in response.
  • Develop, maintain, and optimize Azure ML pipelines for quick, dependable model training, deployment, and evaluation.
  • Employ Azure's monitoring tools to track model performance, ensuring sustained accuracy and reliability.
  • Advance our model deployment strategy within Azure, incorporating best practices for version control and rollback mechanisms.
  • Partner with the data platform team to refine our data infrastructure, fostering a productive feedback loop.
  • Conduct Azure MLOps training for team members, promoting adherence to industry best practices.
Qualifications

To be successful in this role, you will need:

  • A Bachelor's degree in Computer Science, Engineering, Mathematics, or a related field.
  • Demonstrable experience in an MLOps, Data Engineering, or similar role within a data-centric organization.
  • Profound understanding and hands-on experience with the Azure cloud platform, specifically Azure Machine Learning and related AI services.
  • Knowledge of machine learning frameworks (e.g., TensorFlow, PyTorch) and foundational machine learning principles.
  • Experience with Azure-specific data pipeline and workflow management tools (e.g., Azure Data Factory, Azure Pipelines).
  • Proficiency in Python and SQL. Experience with additional programming languages is beneficial.
  • Exceptional problem-solving abilities, meticulous attention to detail, and the capacity for innovative thinking.
Benefits

We offer a comprehensive benefits program, including:

  • A company car or car allowance.
  • Health benefits to include Medical, Dental, and Vision.
  • Company match 401k.
  • Eligibility to participate in Employee Stock Purchase Plan.
  • Eligibility to earn commissions/bonus based on company and individual performance.
  • Flexible paid time off (PTO) and sick time.
About Us

Syneos Health is a global organization with a presence in over 110 countries. We have worked with 94% of all Novel FDA Approved Drugs, 95% of EMA Authorized Products, and over 200 Studies across 73,000 Sites and 675,000+ Trial patients.

We are committed to creating a workplace culture that values diversity, equity, and inclusion. We believe that our success is a direct result of the people who are driving it - you. We want to focus on taking care of you, so we offer a comprehensive benefits program that encompasses your total health - physical, mental, and financial.