myGwork - LGBTQ+ Business Community · 1 week ago

Machine Learning Architect

Carlsbad, CA

Full-time

Onsite

Entry, Mid Level

$83K/yr - $122K/yr

1+ years exp

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Responsibilities

Design and architect machine learning systems to support business objectives and improve decision-making processes.

Collaborate closely with IT teams, data scientists, and business partners to integrate machine learning solutions with existing systems and applications.

Evaluate and select appropriate machine learning algorithms and models based on business requirements and data characteristics.

Develop and implement scalable and efficient machine learning pipelines and workflows.

Optimize and fine-tune machine learning models to enhance performance and accuracy.

Conduct thorough testing and validation of machine learning solutions to ensure reliability and robustness.

Ensure compliance with data governance, security standards, and regulatory requirements in all machine learning initiatives.

Provide technical leadership and expertise in machine learning, guiding project teams and customers on standard methodologies.

Stay updated on industry trends and emerging technologies in machine learning to drive innovation and propose novel solutions.

Collaborate with multi-functional teams to identify and prioritize opportunities for applying machine learning techniques across the organization.

Prepare and present detailed reports and recommendations to senior management on the status, operation, and maintenance of machine learning systems.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

Machine LearningProgramming PythonProgramming RProgramming JavaStatistical ModelingData ProcessingMachine Learning Frameworks TensorFlowMachine Learning Frameworks PyTorchMachine Learning Frameworks scikit-learnCloud Platforms AWSCloud Platforms AzureCloud Platforms Google CloudML CertificationBusiness Requirements TranslationAgile DevelopmentProblem-SolvingAttention to DetailProject ManagementCommunicationCollaborationAdaptabilityContinuous Learning

Required

Bachelor's degree in Computer Science, Data Science, or a related field; advanced degree and ML certification preferred

1+ years experience as a Machine Learning Architect or similar role, with a strong background in designing and implementing machine learning solutions.

Proficiency in programming languages such as Python, R, or Java.

Solid understanding of machine learning algorithms, statistical modeling, and data processing techniques.

Experience with machine learning frameworks and libraries such as TensorFlow, PyTorch, or scikit-learn.

Knowledge of cloud platforms and technologies, such as AWS, Azure, or Google Cloud.