Software Engineer Principal, Machine Learning & E-Commerce (Remote)

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Job Overview

The Principal Software Engineer in Machine Learning & E-Commerce at The Home Depot will be responsible for leading advanced engineering initiatives that bolster the company's e-commerce capabilities through machine learning solutions. The successful candidate will collaborate closely with cross-functional teams to design, develop, and implement scalable machine learning models that enhance user experience and drive revenue. This role also involves mentoring junior engineers, conducting code reviews, and aiding in the strategic development of machine learning features tailored to our e-commerce platform.

Job Responsibilities

• Design and architect machine learning systems to improve e-commerce functionalities.
• Lead a team of engineers in the development and deployment of scalable and reliable ML models.
• Collaborate with product managers and stakeholders to identify technology requirements and deliver innovative solutions.
• Conduct performance tuning and optimizations of existing machines learning algorithms.
• Mentor junior software engineers, fostering skills in best practices, quality coding, and debugging techniques.
• Stay abreast of evolving ML technologies and trends to identify opportunities for applications within the organization.
• Document and maintain technical specifications and architectural diagrams for ML integrations.

Qualifications

• Bachelor’s degree in Computer Science, Engineering, Mathematics, or related field; advanced degree preferred.
• A minimum of 8 years of professional experience in software engineering, with at least 4 years specializing in machine learning.
• Proficiency in programming languages such as Python, Java, or Scala.
• Extensive experience with machine learning frameworks (e.g., TensorFlow, PyTorch, Scikit-learn).
• Strong understanding of algorithms, data structures, statistical methods, and data modeling.
• Experience with cloud-based services (e.g., AWS, Azure, Google Cloud) for deploying ML models.
• Excellent communication and interpersonal skills, with an ability to work collaboratively in a team-oriented environment.

Technologies & Tools

The successful candidate will be expected to utilize a diverse range of technologies and tools, including but not limited to Amazon Web Services (AWS) for cloud computing, Python for programming and data analysis, SQL for database management, and machine learning libraries such as TensorFlow and PyTorch. Familiarity with containerization technologies, such as Docker and Kubernetes, will also be advantageous as we seek to ensure scalability and efficient deployment in our e-commerce environment.

Ideal Candidates

Ideal candidates for the Principal Software Engineer position should possess a strong analytical mindset complemented by creative problem-solving skills. They should demonstrate leadership qualities, taking initiative and exhibiting a proactive approach to challenges. Excellent communication skills are crucial for articulating complex technical concepts to both technical and non-technical stakeholders. A passion for innovation in the e-commerce space, along with agility in adapting to shifting project requirements, will further enhance a candidate's fit for this role at The Home Depot.