{"title": "AIML - Machine Learning Engineer, MIND", "summary": "As a Machine Learning Engineer in the Machine Intelligence Neural Design (MIND) team, you will have an opportunity to be part of an ML innovation organization within Apple that has its roots in the computer vision research community. MI is well positioned for strategic contributions in the short-term (on well-known Apple products) and in the long-term (on highly ambitious, high-risk, high-reward projects).\n\nThis role has a strong focus on shipping ML-based features and products.\n\nYou'll innovate in the entire end-to-end ML production pipeline. This includes but is not limited to crafting creative approaches to datasets, model training, and on-device inference optimizations. Our ideal team member is fearless when it comes to trying new things and is willing to iterate on ideas. We value team members who can quickly prototype, iterating.", "description": "As a member of this team, you will use your background to: \n\n-  Develop features and models to improve the capabilities of systems that use machine learning\n\n-  Scale up model training, build data pipelines, and tuning to improve system performance\n\n-  Review and implement pioneering machine learning algorithms\n\n-  Build software that improves rate of experimentation", "key_qualifications": "Proficient in Python and deep learning frameworks like PyTorch\nExperience with training ML models including deep learning based models\nAble to define metrics, evaluate ML models, and perform error analysis\nFamiliar with recent advances in deep learning\nBachelor's, Master's, or PhD or equivalent experience in Computer Science or a related field", "preferred_qualifications": "Experience with modeling vision problems in the areas of object detection, facial recognition, and/or temporal machine learning\nExperience with building efficient ML models through HW/SW co-design\nExperience crafting and defining datasets and metrics for novel tasks\nExperience with shipping ML features and products", "education_experience": "", "additional_requirements": "", "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 $175,800 and $264,200, and your base pay will depend on your skills, qualifications, experience, and location.\n\nApple employees also have the opportunity to become an Apple shareholder through participation in Apple\u2019s 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\u2019s Employee Stock Purchase Plan. You\u2019ll 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 \u2014 including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits.\n\nNote: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.", "company": "apple"}