Software Engineer - AML, AI & Data Platforms (AiDP)
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Role details
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Job description
We are looking for a passionate and experienced Software Engineer to help build next- generation of Applied Machine Learning Platform. Applied Machine Learning Platform team provides backend services and infrastructure for various Machine Learning and Data Science teams to train, build, deploy and inference models at scale to prevent Fraud on multiple Apple Platforms like Apple Pay, Apple Media Products, App Store, Online Store, Retail, AppleCare and Manufacturing. In addition to preventing Fraud, this platform is responsible for driving Operations and Logistics for Online Store, AppleCare and Retail. Our team within the greater AiDP Platform team is the Core Services which is a backbone of the platform, responsible for handling thousands of transactions per second in a distributed manner., As a Software Engineer who has deep systems thinking to design, build, and enhance scalable and highly concurrent ML and AI serving platform. Knowledge of Python and Java, Machine Learning concepts, tools and packages is a must. If youāre excited about building production-grade platform and solving hard distributed systems problems, this is your opportunity to make a lasting impact at scale.ā,āresponsibilitiesā:āYou will design and implement large-scale, secure, and highly available systems, while collaborating across teams to drive the future of secure scalable inference platform.
The mindset required and to be developed is how to process thousands of transactions per second, how to achieve the consistency without sacrificing the performance.
Work with cross functional teams to drive requirements, size scope and effort, mentor junior engineers, lead the project to completion and provide support for any production issues.
Requirements
Do you have experience in Performance tuning?, Do you have a Bachelorās degree?, Excellent written and verbal communication skills on both technical and non-technical topic
Exposure to Ray, KServe, Triton Or other inference frameworks
Ability to debug complex cross-platform issues and optimize performance
Ability to debug and improve ML workflow tuning for high accuracy
Knowledge of using GenAI to build solutions to improve productivity of developers, users, and business
Self-directed, self-motivated and detail oriented with ability to come up with good design proposals and thorough analysis of production issues
Minimum Qualifications
6+ years of software development experience
4+ years of Python or Java expertise building Production Applications
Solid understanding of concurrency, threading, multiprocessing and their practical trade-offs in high-throughput production systems
Strong understanding of language internals and their implications in highly concurrent systems
Deep knowledge of ML and AI frameworks and ecosystem
Strong understanding of computer science fundamentals, including data structures and algorithms
Proficiency in Containerization technologies like Kubernetes and CNCF technologies
Proficiency in profiling, optimizing, debugging applications and libraries
Bachelorās Science in Computer Science or similar degree or discipline or experienceā,āinternalDetailsā:null
Benefits & conditions
4.14.1 out of 5 stars Sunnyvale, CA $181,100 - $318,400 a year, Pulled from the full job description
- Employee stock purchase plan
- Health insurance
- Retirement plan
- Dental insurance
- RSU, 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 $181,100 and $318,400, 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 Appleās 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 Appleās Employee Stock Purchase Plan. Youāll 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. Learn more about Apple Benefits
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
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