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Machine Learning Engineer
Apple
posted 20d ago
Job Role Insights
Flexible timing
Key skills for the job
Job Description
- 4+ years of ML engineering experience in feature engineering, model training, model serving, model monitoring and model refresh management
- Experience developing AI/ML systems at scale in production or in high-impact research environments
- Passionate about computer vision, natural language processing, especially in LLMs and Generative AI systems
- Knowledge with the common frameworks and tools such as PyPorch or TensorFlow
- Experience with transformer models such as BERT, GPT etc. and understanding of their underlying principles is a plus
- Strong coding, analytical, software engineering skills, and familiarity with software engineering principles around testing, code reviews and deployment
- Experience in handling performance, application and security log management
- Applied knowledge of statistical data analysis, predictive modeling classification, Time Series techniques, sampling methods, multivariate analysis, hypothesis testing, and drift analysis.
- Proficiency in programming languages and tools like Python, R, Git, Airflow, Notebooks.
- Experience with data visualization tools like matplotlib, d3.js., Tableau would be a plus
Employment Type: Full Time, Permanent
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