vmal/jobs_dataset huggingface dataset:
{"title": "AIML - Sr Engineering Program Manager, FM Evaluation", "summary": "Apple is where individual imaginations gather together, committing to the values that lead to great work. Every new product we build, service we create, or Apple Store experience we deliver is the result of us making each other\u2019s ideas stronger. That happens because every one of us shares a belief that we can make something wonderful and share it with the world, changing lives for the better. It\u2019s the diversity of our people and their thinking that inspires the innovation that runs through everything we do. When we bring everybody in, we can do the best work of our lives. Here, you\u2019ll do more than join something \u2014 you\u2019ll add something.", "description": "-  Build and run project timelines with clear dependencies, critical path and systematic methodology to communicate status. Handle risks and mitigations, and re-plan as events warrant. Drive alignment across the organization and between teams\n\n-  Partner with cross-functional engineering teams to define human annotation requirements vital to launch and maintain premier Apple software products\n\n-  Work with data science and data engineering teams to develop data collection and foundation model evaluation solutions\n\n-  Work with annotation operation teams to optimize and lead human data collection and evaluation efforts.\n\n-  Work with engineering, privacy, and legal teams to develop safe data collection\n\n-  Work with research teams to develop long-term evaluation solutions", "key_qualifications": "", "preferred_qualifications": "BS/MS in EE/CS/CE", "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 $165,500 and $293,800, 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"}
title: AIML - ML Engineer, Machine Learning Platform & Infrastructure
summary: At Apple, the AIML - On-Device Machine Learning group is responsible for accelerating the creation of amazing on-device ML experiences. Core ML is an example of an external facing product from this group.
description: This role provides a great opportunity to help scale and extend a significant ML benchmarking service used across Apple, in support of a range of devices from small wearables up to the largest Apple Silicon Macs. The role further offers a learning platform to dig into the latest research about on-device machine learning, an exciting ML front-tier ! Possible example areas include efficient inference, model compression, ML compilers, and/or federated learning.
key_qualifications: Strong ML fundamentals,  experience developing code in one or more of training frameworks (such as PyTorch, TensorFlow or JAX)
Experience with Transformers, CNNs or Stable Diffusion
...
preferred_qualifications: Masters in Computer Science or relevant disciplines; PhD preferred.
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 $135,400 and $250,600...
company: apple
{"title": "Sr. Engineering Manager, Commerce & Growth Optimization - Apple Services Engineering", "summary": "People at Apple don\u2019t just build products. They craft the kind of experiences that have revolutionized entire industries. The Apple Services Engineering team is one of the most exciting examples of Apple\u2019s long-held passion for combining art and technology.", "description": "As an Engineering leader, you will play a crucial role in collaborating with cross-functional teams and leverage your technical expertise to deliver on organization\u2019s vision & objectives. Develop an understanding for user behavior to create deeply enriching personalized experiences. In doing so, you will create new opportunities in the space of subscriptions, offerings and pricing.", "key_qualifications": "15+ years of overall industry experience with 10+ years building & leading high-performing research & engineering teams. Deep experiences working across one or more platforms focused on Personalization, Commerce, Payment and Pricing. Expertise with systems handling data at scale, specifically with big data technologies such as Apache Spark, Hadoop, etc.", "preferred_qualifications": "", "education_experience": "PhD or Masters in Computer Science or similar engineering discipline, or equivalent industry 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 $239,700 and $360,200, 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\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.", "company": "apple"}
{"title": "Accessories Quality Engineer", "summary": "Are you passionate about consumer electronics and the technologies that bring them to life? Do you have an eye for the big picture and understand how hardware and software interact to deliver a seamless experience? Does the opportunity to shape product quality for millions of users sound exciting to you? We are the Product Systems Quality team, and we\u2019re seeking a highly motivated and creative engineer with excellent problem solving and communication skills. You\u2019ll join a dynamic team of engineers responsible for driving the quality of Apple\u2019s first-party Lightning, USB-C, and inductive charging accessories. You\u2019ll use your technical expertise to solve difficult problems while collaborating closely with cross-functional partners to drive customer facing issues to resolution. You\u2019ll assist with enabling accessory testing at our vendor sites as well as lead large cross-functional accessory programs. You\u2019ll leverage your technical expertise to identify and solve problems at the intersection of Hardware and Software. This position also requires leading large scale cross-functional accessory projects from test plan creation, firmware architecture knowledge, organizing meetings, reporting on results and highlighting risks. Come join our team!", "description": "- Design comprehensive test plans to validate Apple accessories features and experience across common and corner customer scenarios. - Automating repetitive tasks, reporting results from multiple test site locations. - Debug with vendor engineers on site or in real time. - Collaborate with cross-functional teams to drive test design, coverage reviews, execution and reporting. - Support automation deployment at test sites (shipping, logistics, troubleshooting, data sharing). - Be the champion for customer-facing quality in every phase of the development process.", "key_qualifications": "", "preferred_qualifications": "Expertise in QA methodologies and processes. Experience leading or managing quality teams/projects. Knowledge of USB and Inductive charging, applications and test methodologies.", "education_experience": "", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
title: Computer Vision / Machine Learning Intern
summary: Imagine what you could do here. At Apple, new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish. Multifaceted, amazing people and inspiring, innovative technologies are the norm here.
description: This position requires a highly motivated person who wants to join us in doing research in the field of neural rendering and generative models. You will be responsible for developing, implementing, evaluating and improving computer vision and machine learning algorithms based on the latest advancements in the field.
key_qualifications: Good experience in Python and deep learning frameworks (PyTorch or similar), Solid foundation in 3D geometry and deep learning, Excellent problem-solving and analytical thinking skills, Excellent communication and collaboration skills, Good software design, problem-solving and debugging skills, Experience in neural rendering, generative models and 3D graphics is a plus, Strong written and verbal communication in English
education_experience: During the internship you must be enrolled in a PhD or Masters program in Computer Science, Computer Vision, Computer Graphics, Machine Learning or equivalent. We prefer candidates who are close to finishing the program.
additional_requirements: * Availability for 6 months minimum is preferred., * Publication record at top conferences such as CVPR/ECCV/ICCV/SIGGRAPH/NeurIPS is a plus., * Experience in the industry is a plus
company: apple
{"title": "CPU Research Scientist - Platform Architecture", "summary": "Do you have an uncommon desire to seek out and solve exceedingly difficult challenges rather than the easy ones? Do you believe that a world-class team with relentless drive can surpass even their own high expectations? We do! But we also realize this job isn\u2019t for everyone. What we do isn\u2019t easy but you don\u2019t take the easy path. We are seeking a highly motivated, innovative, and confident individual to join the CPU Architecture and Performance Team; we are a group that is driving advanced exploration for next generation iPhone, iPad, and Mac CPU architectures.", "description": "The CPU Platform Architecture team is responsible for setting direction for Apple CPUs towards high performance futuristic micro-architecture ideas. We want to push the boundaries of CPU performance to enhance user experience on Apple products through advanced CPU performance features. In this role you will: -  Solve performance challenges involving branch prediction, data/code pre-fetching, cache hierarchy or other CPU areas. -  Explore the application of state-of-the-art AI/ML techniques and models to solve these CPU performance challenges -  Build the right data analysis tools suited for performance bottleneck identification so that you can parse through the noise and focus on the real problem. -  Conduct continuous research into one or more CPU areas and provide guidance to Apple CPU design team on features that should be implemented in future CPUs. -  Present analysis/findings to CPU architecture and design teams. -  Provide recommendations and influence the roadmap for future Apple CPUs used in iPhone, iPad and Mac systems.", "key_qualifications": "Experience and knowledge of CPU architecture and micro-architecture concepts. Expertise in one or more CPU focus areas (i.e. branch prediction, pre-fetching) is a plus. Knowledge of and experience with machine learning literature, model selection, tuning, and explain-ability. Ability to identify performance bottlenecks in common industry workloads, craft ideas to solve them, and implement those ideas in the performance simulator. Proficient in C/C++ and Python.", "preferred_qualifications": "", "education_experience": "B.S. and a minimum of 10 years relevant industry experience. PhD in Computer Science or Computer Engineering with focus on Computer Architecture or Machine Learning preferred.", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
title: Government and HiED Public Sector Channel Development
summary: The people here at Apple don’t just create products — they create the kind of wonder that’s revolutionized entire industries. It’s the diversity of those people and their ideas that inspires the innovation that runs through everything we do, from amazing technology to industry-leading environmental efforts. Join Apple, and help us leave the world better than we found it! Apple’s Sales organization drives the revenue needed to fuel our ongoing development of products and services.
description: Implement strategic Initiatives that drive scale specifically in Government and Higher Education markets. You collaborate with partners, partner account managers, segments sales leaders and cross functional teams across the business deeply understand the issues and define and present collaborative solutions. You consistently capture feedback from several cross functional teams on your ideas and initiatives throughout the lifecycle, so they carry more weight and agreement from the organization. You present, measure and run the pivotal initiatives, you creatively monitor and communicate your progress with scorecards, critical metrics. You clearly communicate to the organization through various modals and cadence you select as most effective.
key_qualifications: N/A
preferred_qualifications: Influence and Persuasion, Deep cross functional multi level relationships, Communicate professionally, Negotiate professionally, Gain buy in and support to drive change, Inspire others, Master presentations with clear call to action, Tell the “why Apple” story, Clear understanding of partners value story, Champion for Partner and Apple
education_experience: N/A
additional_requirements: N/A
company: apple
{"title": "Graphics (GPU) RTL Design Engineer", "summary": "Do you love creating elegant solutions to highly complex challenges? As part of our Silicon Technologies group, you\u2019ll help design and manufacture our next-generation, high-performance, power-efficient processor, system-on-chip (SoC). You\u2019ll ensure Apple products and services can seamlessly and efficiently handle the tasks that make them beloved by millions! Join us to help deliver the next groundbreaking product containing an Apple designed GPU!\n\nAs a member of Apple\u2019s GPU Shader Core team, you will develop power efficient, high-performance 3D graphics processor micro-architectures targeted for low power mobile devices and high-performance personal computers that are used by millions of people every day.", "description": "As a GPU Design Engineer, you will be responsible for delivering high-quality, low-power graphics IP that meets our performance, timing, and area goals. You will explore design trade-offs, while exercising rigorous design principles. Additionally, you will be required to understand and contribute to pioneering micro-architectural specifications in order to design best in class GPUs. To accomplish this, you will collaborate closely with multi-functional teams in architecture, validation, modeling, and physical design.", "key_qualifications": "Strong background in GPU, CPU, or SIMD architectures\nUnderstanding of GPU Schedulers, Execution Units, or Caches\nLogic design, including low-power techniques and timing optimizations\nAbility to drive bring up and debug of complex designs\nProficiency with synthesis tools, timing analysis, floor planning, and understanding of the PNR flow\nExperience in hardware performance analysis and debug\nProficiency in System Verilog HDL\nExperience with scripting languages such as Python, Ruby, or Perl\nAbility to work well in a team in order to be productive under aggressive product schedules", "preferred_qualifications": "", "education_experience": "We are looking for candidates with a minimum of a B.S. degree and 3 years of experience.", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
title: Machine Learning Engineer, Retail Engineering
summary: Are you passionate about Machine Learning and Computer Vision? Our Retail Engineering Apps team is looking for someone who is ready to push the boundaries of what’s possible in Apple Retail experiences. Join our team of driven and dedicated Machine Learning engineers in the Retail Apps Engineering team. We build software and hardware solutions that power the worldwide fleet of Apple Retail locations. In this role, you will utilizing Machine Learning and Computer Vision to develop the next generation of cutting-edge products to support our Apple Retail locations.
description: Design, develop, Implement and improve machine learning models and software for Apple Retail stores using state-of-the-art technologies with hyper-parameter optimization algorithms. Lead a team of analysts to build a monitoring pipeline for 500+ Apple store telemetry and analytics. Provide detailed analysis and insights to identify trends and opportunities to drive improvements in core KPIs. Help on-boarding team members to facilitate an easy transition into the team and speed up the initial development phase.
preferred_qualifications: Experience with integrating research prototypes into production applications. Ability to work in a collaborative environment. Practical knowledge of building and adapting algorithms for machine learning, computer vision, or related areas.
company: apple
{"title": "AppleCare Product Ops - Product Manager", "summary": "Imagine what you could do here at Apple. Innovation runs through everything we do, from amazing technology to industry-leading environmental efforts. Join Apple, and help us leave the world better than we found it.", "description": "You will focus on innovating the AppleCare product line through the development of new features and the creation of outstanding customer experiences. In partnership with experts from functional areas across Apple, your key responsibilities are to deliver: Market/Competitive intelligence, Consumer insights & trends, Product concept/new feature ideation, business case, and strategic alignment, Customer experience and system requirements, Product performance monitoring & cost modeling, Pricing strategy, Go-to-market execution, NPI (Hardware) impact assessment and change management. This job is very cross-functional and requires strong and effective communication to lead, empower and influence large teams with competing priorities.", "key_qualifications": "", "preferred_qualifications": "Passionate about providing an outstanding customer experience, Experience in the consumer electronic insurance industry a plus, Intellectual curiosity combined with a strong analytical ability and financial competence, Understanding of consumer service/insurance products, POS - as well as customer-facing solutions, strong plus, MBA", "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 $165,500 and $293,800, 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. Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.", "company": "apple"}
{"title": "Financial Analyst, Finance Development Program", "summary": "Imagine what you could do here. At Apple, new ideas have a way of becoming extraordinary products, services, and customer experiences very quickly. Bring passion and dedication to your job, and there's no telling what you could accomplish. The people here at Apple don\u2019t just build products \u2014 they create the kind of wonder that\u2019s revolutionized entire industries. It\u2019s the diversity of those people and their ideas that inspires the innovation that runs through everything we do, from amazing technology to industry-leading environmental efforts. Join Apple, and help us leave the world better than we found it. Join the Apple Finance organization and make a positive impact on one of the most influential technology leaders in the industry. At Apple, you\u2019ll share in a commitment to excellence by partnering with teams who are building innovative products that delight customers. We hire quality individuals with integrity, personal accountability, teamwork, excellence, and can-do thinking. Apple has multiple opportunities within the Finance Development Program. The FDP is a 2-year rotational program providing an opportunity to gain breadth through typically 4 to 6 diverse experiences in Apple Finance. FDPs are trained by Apple Finance employees throughout the organization. In the program, FDPs learn about financial analysis, forecasting, budgeting, creating financial databases, automating reporting, and much more. Upon completion of the program, FDPs move into non-rotating Financial Analyst roles within Apple.", "description": "Opportunities within the FDP can include the following areas of Finance: AppleCare, Financial Services, Internet Software & Services, Marketing, Operations, R&D, Retail, Sales, Worldwide Finance Planning & Analysis, and more. In these rotations, FDPs will learn to: - Monitor financial performance, highlight trends, and analyze anomalies - Streamline reporting through the use of databases such as Tableau or with Excel macros - Partner with cross functional groups and business partners to analyze the business - Provide insights and recommendations for process improvements and innovations - Assist with quarter-end and month-end close procedures - Build reports to help predict and analyze data - Submit commentary on actuals versus forecast - Develop future-state business scenarios for financial planning - Present key findings to upper management and executives", "key_qualifications": " ", "preferred_qualifications": "Bachelors degree in Business Administration, Finance, Accounting, Economics, Math or related field. To express interest in any of our Finance teams, please provide a copy of your resume, cover letter and unofficial transcript.", "education_experience": "", "additional_requirements": "", "pay_benefits": "", "company": "apple"}