Senior Machine Learning Engineer

🕒 July 24

Airflow

AWS

Numpy

Pandas

Python

Scikit-Learn

SQL

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Logo of Agero, Inc.

Agero, Inc.

1001 - 5000 employees

Founded 1994

🛡️ Insurance

📦 Logistics

🚗 Transport

Insurance • Logistics • Transport

Agero, Inc. is a leader in the driver assistance industry, providing a comprehensive suite of solutions including roadside assistance, accident management, and an electric vehicle experience. The company serves a wide range of industries including automakers, insurance providers, and service providers. Agero's solutions are powered by their intelligently designed platform, SWOOP, which enhances transparency and real-time communication. With over 115 million drivers protected annually and partnerships with top insurance carriers, Agero is dedicated to transforming the driving experience through digital innovations and strategic partnerships.

📋 Description

• 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.

🎯 Requirements

• Bachelor's degree in Computer Science, Engineering, Mathematics, or related field. Advanced degree preferred. • 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.

🏖️ Benefits

• Healthcare, dental, vision, disability, life insurance, and mental health benefits for associates and their families. • 401(k) plan with company match and tuition assistance to support your future goals. • Flexible time off, paid sick leave, and ten paid holidays annually. • Parental planning benefits to assist associates through life’s milestones. • Bonus/Incentive Programs

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