Senior Software Engineer – Machine Learning
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Job Description
Senior Software Engineer developing machine learning systems for product recommendation at Home Depot. Designing architectures that integrate AI into the digital product discovery process.
Responsibilities:
- Develops, tests, deploys, and maintains software for recommendation engines
- Collaborates in agile processes to create valuable user stories
- Mentors junior engineers on software development practices
- Leads system design initiatives and drives best practices in scalable architecture
- Integrates AI and machine learning capabilities into the product recommendation journey
Requirements:
- 3-5 years of experience
- Strong in at least one of: Java, Scala, Python
- Experience with microservices, REST APIs, gRPC, event-driven architecture
- Knowledge in distributed systems, scalability, fault tolerance
- Understanding of GCP Core services like Compute Engine, GKE, Cloud Run
- Advanced SQL skills in BigQuery
- Familiarity with Dataflow, Dataproc, batch and streaming pipelines
- Knowledge of MLOps practices and frameworks like TensorFlow, PyTorch
- Understanding of generative AI concepts and tools like Vertex AI
Benefits:
- Health insurance
- Retirement plans
- Paid time off
- Professional development
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