Senior ML Engineer - Lead End-to-End ML Deployments (AWS)

Agero; Nashville (TN); Presencial; USD 134.000 - 181.000; Tempo integral

Benefícios oferecidos por esta vaga

Health insurance

401(k) match

Tuition assistance

Flexible time off

Paid holidays

Resumo da vaga

Agero in Nashville invites a Senior Machine Learning Engineer to advance our ML initiatives, developing and deploying cutting-edge models to optimize operations and customer satisfaction. You’ll own end-to-end ML projects, collaborate across teams, and mentor junior members.

Responsibilities include building scalable services, evaluating models, and driving continuous improvement while staying current with ML advances.

Qualificações

• Bachelor's degree in Computer Science, Engineering, Mathematics, or related field.
• 3-5 years of experience in software application development and design experience.
• 3-5 years experience working with Machine Learning systems.
• 3-5 years of experience with AWS services (ECR, S3, SageMaker).
• 5+ years experience in Python (Pandas, Numpy, Scikit-learn).
• Experience building large, complex systems, particularly web services, RESTful APIs, and continuous integration and delivery.
• Experience with tree based models, DVC, Airflow and/or SQL are nice to have.
• Understand fundamental design principles behind a scalable application.
• Excellent communication skills, with the ability to interact with other teams.
• Motivated to understand the nuances of data and its impact on the business.

Responsabilidades

• Design, develop, and implement machine learning models and algorithms to optimize operations and service delivery.
• Collaborate closely with cross-functional teams to define requirements, conduct feasibility analysis, and deliver scalable solutions.
• Lead the full lifecycle of machine learning projects, from ideation through to deployment and maintenance.
• Ensure adherence to best practices in machine learning, including model evaluation, validation, and monitoring.
• Drive innovation and continuous improvement in machine learning applications and processes.
• Provide technical guidance and mentorship to junior team members.
• Stay abreast of advancements in machine learning techniques and technologies to recommend improvements and new approaches.

Conhecimentos

Python programming

RESTful APIs

CI/CD

Machine learning systems

Communication skills

Formação

Bachelor's degree in CS/Engineering/Math

Advanced degree preferred

Ferramentas

AWS SageMaker

AWS (ECR, S3)

Docker

Airflow

SQL

DVC

Descrição da vaga

Agero in Nashville invites a Senior Machine Learning Engineer to advance our ML initiatives, developing and deploying cutting-edge models to optimize operations and customer satisfaction. You’ll own end-to-end ML projects, collaborate across teams, and mentor junior members.

Responsibilities include building scalable services, evaluating models, and driving continuous improvement while staying current with ML advances.