Applied Machine Learning Engineer - Localization

Apple; Cupertino (CA); On-site; USD 143,000 - 265,000; Full time

Job summary

An established industry player is seeking a passionate Applied Machine Learning Engineer to join their Software Localization team. This role involves designing and implementing innovative localization features across various products, leveraging your expertise in large language models and natural language processing. You will lead efforts to enhance machine translation and collaborate with diverse teams to deliver exceptional software experiences globally. If you are driven by technology and eager to make a significant impact, this opportunity is perfect for you.

Benefits

Comprehensive medical and dental coverage

Retirement benefits

Discounted products and free services

Tuition reimbursement for education

Employee stock purchase plan

Discretionary bonuses

Qualifications

• Experience with ML, LLMs, and NLP is essential.
• Proficiency in Python and C/C++ is required.

Responsibilities

• Lead exploration of LLMs for translation tasks.
• Collaborate with teams to implement ML solutions.

Skills

Machine Learning

Natural Language Processing

Large Language Models

Python

C or C++

Scripting languages (bash, Ruby, Perl)

Education

BS in Computer Science

MS in Artificial Intelligence

PhD in Machine Learning

Tools

PyTorch

TensorFlow

OpenNMT

Xcode

Job description

Applied Machine Learning Engineer - Localization

Cupertino, California, United States Machine Learning and AI

Summary

Posted: Nov 14, 2024

Role Number: 200563332

The Software Localization team powers the tooling, features and processes used to create an exceptional localized experience for Apple’s international customers. We are responsible for the Localization workflows in Xcode, framework-level Localization support, localized OS features, and internal Localization tools used for high quality Localization across all of Apple’s products. We are in search of a creative, motivated, and passionate technical leader who has a robust understanding of large language models (LLMs), generative AI, Natural Language Processing (NLP) and Machine Translation (MT). An ideal candidate has the ability to lead diverse cross-functional efforts to build the next generation of ML tooling and end-user features for international locales. Strong engineering fundamentals and a passion for this area are required.

Description

As an Applied ML Engineer in the Software Localization team, you will join a phenomenal team of passionate engineers to design, implement and qualify Localization features across a wide variety of Apple’s products. We are looking for an exceptional candidate to help architect the future of localizing ML models and machine translation. Your role is to ensure Apple and third-party developers using Xcode can deliver world-class software products to millions of users around the world. Your duties include:

1. Leading the exploration and application of Large Language Models (LLMs) for performing translation tasks
2. Translating the latest research into high-quality systems and models that can be practically applied to further improve machine translation
3. Actively engaging in all aspects of model development, from ideation, training, experimentation to deployment.
4. Collaborating with translation, Localization quality, project management and engineering teams to develop and implement machine learning solutions
5. Developing and maintaining features, frameworks and tools to help facilitate the software translation process

Minimum Qualifications

• Experience with Machine Learning (ML), with a particular emphasis on Large Language Models (LLMs) and Natural Language Processing (NLP)
• Proven ability to comprehend, interpret, and apply cutting-edge research into consumer-oriented products
• Comprehensive knowledge and hands-on experience with fine-tuning approaches and training models
• Experience adapting pre-trained LLMs for downstream tasks
• Proficiency using open-source ML toolkits and frameworks (e.g. PyTorch, TensorFlow, OpenNMT)
• Strong programming skills in Python, C or C++ BS, MS or PhD in Computer Science, Artificial Intelligence, or Machine Learning (or equivalent experience)

Preferred Qualifications

• Experience in software Localization / internationalization
• Familiarity with Localization standards and technologies (Unicode, XLIFF, ICU, etc.)
• Native-level foreign language skills in reading, writing and speaking
• Experience in scripting languages (e.g. bash, Ruby, Perl)
• Knowledge of Computational Linguistics
• Published research in the field of Machine Learning or AI
• Experience using Xcode to build software for Apple’s platforms
• Proficiency with Objective-C and Swift programming languages
• Proficiency with Apple’s development APIs (SwiftUI, Foundation, etc.)
• Experience or curiosity in languages and culture
• Comfortable working cross-functionally and cross-culturally

Pay & Benefits

At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $143,100 and $264,200, and your base pay will depend on your skills, qualifications, experience, and location.

Apple employees also have the opportunity to become an Apple shareholder through participation in Apple’s discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple’s Employee Stock Purchase Plan. You’ll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses — including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation.

Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.

Apple is an equal opportunity employer that is committed to inclusion and diversity. We take affirmative action to ensure 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.