AI & ML engineer
Description
Role: AI & ML engineer
Location: Atlanta, GA
#Role is on-site
#10+ years profile usc/Gc only
Depends on experience
Objectives of this role
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Design and develop machine learning algorithms and deep learning applications and systems for [Company X]
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Solve complex problems with multilayered data sets, and optimize existing machine learning libraries and frameworks
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Collaborate with data scientists, administrators, data analysts, data engineers, and data architects on production systems and applications
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Identify differences in data distribution that could potentially affect model performance in real-world applications
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Ensure algorithms generate accurate user recommendations
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Stay up to date with developments in the machine learning industry
Responsibilities
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Study and transform data science prototypes and apply appropriate machine learning algorithms and tools
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Run machine learning tests and experiments, and document findings and results
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Train, retrain, and monitor machine learning systems and models as needed
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Construct optimized data pipelines to feed machine learning models
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Consult with managers to determine and refine machine learning objectives
- Extend existing machine learning libraries and frameworks
Skills and qualifications
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Impeccable analytical and problem-solving skills
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Extensive math and computer skills, with a deep understanding of probability, statistics, and algorithms
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In-depth knowledge of machine learning frameworks, like Keras or PyTorch
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Familiarity with data structures, data modeling, and software architecture
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Excellent time management and organizational skills
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Desire to learn
Preferred qualifications
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Proven experience as a machine learning engineer or similar role
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Familiarity with Python, Java, and R
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Excellent communication and collaboration skills
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Innovative mind with a passion for continuous learning
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General knowledge of building machine learning systems
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Bachelor’s degree (or equivalent) in computer science, mathematics, or related field
