Home Depot Atlanta , GA 30301
Posted 4 days ago
Position Purpose:
The Software Engineer is responsible for assisting in developing and designing a product that Home Depot customers and associates will love. As a Software Engineer, you will be part of a dynamic team with engineers of all experience levels who help each other build and grow technical and leadership skills while creating, deploying, and supporting production applications. In addition, Software Engineers may be involved in product configuration, security, resilience, performance tuning and production monitoring.
Key Responsibilities:
Direct Manager/Direct Reports:
This position typically reports to Software Engineer Manager or Sr. Manager
This position has 0 Direct Reports
Travel Requirements:
Physical Requirements:
Working Conditions:
Minimum Qualifications:
Must be eighteen years of age or older.
Must be legally permitted to work in the United States.
Preferred Qualifications:
0 - 1 years of relevant work experience
Experience to algorithms such as clustering, forecasting, anomaly detection, and neural networks.
Experience to basic statistics and regression algorithms
Experience in advanced machine learning techniques such as NLP, convolutional neural networks, autoencoders, and embeddings generation and utilization
Experience in training machine learning models with extremely large datasets
Experience with Data Analysis and Machine Learning Tools and Libraries like Jupyter Notebooks, Pandas, SciPy, Scikit-learn, Gensim, tensorflow, pytorch, etc.
Experience with GPU acceleration (i.e. CUDA and cuDNN)
Experience in Google Cloud Platform and AI/ML related components such as Vertex AI, BigQueryML, and AutoML
Experience in effective data engineering practices and big data platforms such as BigQuery, Data Store, etc
Experience in a modern scripting language (preferably Python)
Experience in modern web application framework such as Node.js
Experience in a front-end technology and framework such as HTML, CCS, JavaScript, ReactJS, D3
Experience in writing SQL queries against a relational database
Experience in version control systems (preferable Git)
Experience in a Linux or Unix based environment
Experience in a CI/CD toolchain
Experience in REST and effective web service design
Experience in production systems design including High Availability, Disaster Recovery, Performance, Efficiency, and Security
Experience in NoSQL databases
Experience in cloud computing platform and associated automation patterns and machine learning services they provide
Experience in defensive coding practices and patterns for high Availability
Experience in A/B testing and effective REST design for scalable web services architecture
Familiarity with advanced machine learning architectures GANs, GRU, LSTMs, RNNs, CNNs, style transfer
Minimum Education:
Preferred Education:
Minimum Years of Work Experience:
Preferred Years of Work Experience:
Minimum Leadership Experience:
Preferred Leadership Experience:
Certifications:
Competencies:
Global Perspective
Manages Ambiguity
Nimble Learning
Self-Development
Collaborates
Cultivates Innovation
Situational Adaptability
Communicates Effectively
Drives Results
Interpersonal Savvy
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