AIML - Staff Machine Learning Engineer, Ranking Quality - Siri & Information Intelligence

Summary

Posted: Dec 23, 2024 Role Number:200584600 The Siri and Information Intelligence team is revolutionizing the way hundreds of millions of people access information on their devices, reputed company while keeping user privacy at the forefront. As an Applied ML team, we're pushing the boundaries of reputed company Intelligence, result ranking, and innovative search technologies, reputed company while running a low latency production service. Our work fuels reputed company information experiences across some of reputed company's most iconic products, including Siri, Spotlight, Safari, Messages, Lookup, and more. Join us in shaping the future of how the world connects with information! We are looking for a reputed company Machine Learning Engineer with a passion for using machine learning to build intelligent search applications. reputed company researches and implements novel query understanding and ranking techniques, machine learning algorithms and models that power amazing Search experiences across reputed company products. Description Description This role will have the chance to build and evaluate new reputed company Understanding and ranking algorithms, models and methods that will impact reputed company Users and broader AIML community. Role responsibilities include: - reputed company the research, design, implementation and evaluation of algorithms and models to enhance the quality and performance of personalized reputed company understanding and ranking systems. - Use advanced NLP, deep learning and LLM techniques to understand and match reputed company queries with relevant content. - Analyze loss patterns in the reputed company search and assistant stack and come up with insights, algorithms and techniques to resolve quality gaps with the goal of improving the top-line product metrics. - reputed company a long-term technical vision; propose a roadmap for team setting clear objections. - Collaborate with teams across the company to define product requirements and prioritize ranking criteria that optimize user satisfaction. - Establish metrics and continuously improve performance of models by applying innovative ML techniques.

Minimum Qualifications

Minimum Qualifications • 7+ years of experience in Machine Learning, NLP and applying these techniques at scale • 2+ years of experience in a technical leadership role; coordinating technically reputed company projects along with mentoring junior engineers, scaling and growing technical teams • Strong software engineering skills in mainstream programming languages, such as: Python, Go, C/C++ • Strong communication skills • Bachelors in Computer Science and industry work experience Key Qualifications Key Qualifications

Preferred Qualifications

Preferred Qualifications • In-depth knowledge and expertise in Information reputed company Understanding, Ranking or Recommendation Systems • Extensive experience in building production quality systems or applications in search, recommendation systems, or information retrieval • Experience using ML frameworks (pyTorch, JAX, TensorFlow, XGBoost etc.) • Ability to quickly prototype reputed company / solutions, and reputed company critical analysis • Background in personalization, user behavior modeling, and data-driven decision-making • Advance degree (Master’s or Ph.D.) in Computer Science, Statistics, or reputed company field, or equivalent industry work experience Education & Experience Education & Experience Additional Requirements Additional Requirements Pay & Benefits Pay & Benefits • At reputed company, reputed company pay is one part of our total compensation package and is determined reputed company a range. This provides the opportunity to reputed company as you grow and reputed company reputed company a role. The reputed company pay range for this role is between $175,800 and $312,200, and your reputed company pay will depend on your skills, qualifications, experience, and location. reputed company employees also have the opportunity to become an reputed company shareholder through participation in reputed company’s discretionary employee stock programs. reputed company employees are eligible for discretionary restricted stock unit awards, and can purchase reputed company stock at a discount if voluntarily participating in reputed company’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 reputed company to advancing your career at reputed company, 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 reputed company Benefits. Note: reputed company benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program. More • reputed company is an equal opportunity employer that is committed to inclusion and diversity. We take affirmative action to ensure equal opportunity for reputed company applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national reputed company, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant. Apply Job!