Software Engineer (AML), AI & Data Platforms (AiDP)

Apple Inc.
Austin, TX, United States
1 day ago
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Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Experience level
Experienced
Experience required
3 years minimum
Working hours
Regular working hours
Job source

Tech stack

Artificial Intelligence Computer Vision Code Review Data as a Services Data Cleansing Data Visualization Monitoring of Systems Machine Learning Language Modeling Natural Language Processing Tensorflow Standard Sql
+19 more
Software Engineering Tableau (Software) Data Storage Technologies Feature Engineering Pytorch Large Language Models Prompt Engineering Model Validation Generative AI Sap Business Objects Information Technology Optimization Algorithms Transformer Architectures Data Management Machine Learning Operations Data Augmentation Streamlit Framework Looker Analytics GPT

Job description

The team brings together data, application development, and machine learning - including generative AI - along with data services and customer success functions, to help IS&T build solutions more efficiently and streamline the adoption and embedding of generative AI across Apple. Description As a Machine Learning Engineer, you will work on building intelligent systems to democratize AI across a wide range of solutions within Apple. You will drive the development and deployment of innovative AI models and systems that directly impact the capabilities and performance of Apple’s products and services. You will implement robust, scalable ML infrastructure, including data storage, processing, and model serving components, to support seamless integration of AI/ML models into production environments. You will develop novel feature engineering, data augmentation, prompt engineering and fine-tuning frameworks that achieve optimal performance on specific tasks and domains. You will design and implement automated ML pipelines for data preprocessing, feature engineering, model training, hyper-parameter tuning, and model evaluation, enabling rapid experimentation and iteration. You will also implement advanced model compression and optimization techniques to reduce the resource footprint of language models while preserving their performance.

Requirements

There are massive opportunities for you deliver impactful influences to Apple. Minimum Qualifications + BS in Computer Science or related field or equivalent. + 3+ years of machine learning 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 PyTorch or TensorFlow. Preferred Qualifications + Experience in Anomaly detection and forecasting & related methodologies + Experience and proficiency in python & writing efficient SQLs. + Strong coding and software engineering skills, and familiarity with software engineering principles around testing, code reviews and deployment. + Proven experience with transformer models such as BERT, GPT etc., and a proven understanding of their underlying principles is a plus + Data Visualization Tools: Proficient in data visualization, with experience in software such as Superset, Streamlit, Tableau, Business Objects, and Looker Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics.

About the company

IS&T is the engine behind everything Apple does for customers and for the people who build for them. It’s Apple’s central nervous system. Supporting 2.5 billion active Apple devices, processing billions of secure transactions, and keeping the technology that defines modern life running flawlessly, IS&T makes the impossible feel effortless.Do you love building solutions to handle global complexity and immense scale? Imagine what you could do here. AI & Data Platforms (AiDP) is IS&T’s engine for AI-powered innovation.

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