vmal/jobs_dataset huggingface dataset:
{"title": "Senior Machine Learning Engineer - Ad Platforms, Predictions/Personalization", "summary": "At Apple, we work every single day to build products that enrich people\u2019s lives. Our Advertising Platforms group makes it possible for people around the world to easily access informative and visionary content on their devices while helping publishers and developers promote and monetize their work. Our technology and services power advertising in Apple News and Search Ads in App Store. Our platforms are highly-performant, deployed at scale, and setting new standards for enabling effective advertising while protecting user privacy.", "description": "You will have the opportunity to work on Machine Learning models for an Advertising Platform with extreme scale requirements. You should have experience designing, developing and implementing algorithms combining expertise in machine learning, statistics, optimization, personalization or information retrieval and in analyzing impact on marketplace dynamics, preferably within an ad network. You have an excellent understanding of scalable architectures including operational concerns. Your ability to be a great teammate under tight deadline constraints is key to success.", "key_qualifications": "N/A", "preferred_qualifications": "Familiarity with AI models such as LLMs and ML techniques like such as explore/exploit, that can prove useful in cold-starting engagement (tap, conversion-rate) models", "education_experience": "N/A", "additional_requirements": "N/A", "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 $312,200, 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. 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.", "company": "apple"}
title: Head of Marketing Communications, Korea
summary: The Head of Marketing Communications will be a key member of Apple’s Marketing leadership team in Korea...
description: Lead the Apple Korea Marcom team, responsible for planning and driving Apple’s Korea marketing communications across all customer-facing touch points, including advertising, digital / interactive, channel and retail...
key_qualifications: We are looking for an individual who is passionate about the marketing communications work and is outstanding at getting things done. A doer who is hands on and not afraid of the details...
company: apple
{"title": "Neural Engine HW Engineer, Platform Architecture", "summary": "At Apple, Platform Architecture is responsible for connecting our hardware and software into one unified system. Join this team, and you'll collaborate with engineers across Apple to design how all of our technologies work in unison. We are looking for a Neural Engine HW Engineer who will help us build future hardware platforms for intelligent mobile devices.", "description": "In this highly visible role, you\u2019ll work with other architects building the next-generation Neural Engine \u2014 a custom HW engine behind iOS CoreML framework. You\u2019ll work with SW/applications team on driving future requirements on machine learning/computer vision applications, prototype them in C++/Python, write architecture spec, and work with SW/HW design teams for SW/HW implementation. Experience with machine learning algorithms/applications is desired.", "key_qualifications": "", "preferred_qualifications": "Expertise in HW architecture, computer architecture, GPU architecture\nExperience in compilers \u2014 scheduling, register allocation \u2014 is a big plus\nDemonstrated programming skills in C++/C and Python\nKnowledge in image processing, camera pipeline, computational photography and natural language processing is a plus\nStrong communication skills and ability to work across various groups\nUnderstanding the system implications of aforementioned algorithms in terms of performance and power on a given HW architecture\nExperience with analyzing ML workloads on different HW architecture \u2014 profiling and identifying the performance bottleneck in the system, coming up with suggestions for performance improvement either at algorithm, SW or HW level\nM.S or Ph.D preferred", "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 $143,100 and $264,200, and your base pay will depend on your skills, qualifications, experience, and location.\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.\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: Siri NLP Engineer
summary: Research in Natural Language and Machine Learning has already made a deep impact in Apple’s front-line products, such as Siri. NLP engineer at Siri are taking this a step further by redefining artificial intelligence, and creating groundbreaking technology for natural language processing, machine learning, and large scale systems. Come join the Siri China team, and work with the people who created the intelligent assistant that helps millions of people get things done — just by asking.
description: The goal for this role is to take Apple’s Chinese voice assistant to the next level of intelligence and accuracy using advanced statistical techniques. From improving data, pipeline, services and modeling algorithms to creating experiments and implementing prototypes rapidly, working on newer challenges every day. They work hand-in-hand with other engineers in the team to build and invent a phenomenal product with a prime focus on accuracy, understandability and performance of the product. This position involves a wide variety of skills and innovation, and is a unique opportunity that sits at the cutting-edge of machine learning and software engineering. Ultimately, your work would have a huge impact on hundreds of millions of users across the globe
key_qualifications:  
preferred_qualifications: Hard working, self-starter, proven ability to manage multiple projects to strict deadlines. Chinese language speaker and proficiency of Mandarin Chinese. Intimate knowledge of greater China region and its culture
education_experience:  
additional_requirements:  
company: apple
{"title": "Sr. Software Engineer - Apple Service Engineering", "summary": "The Apple Service Engineering (ASE) Data Services team is looking for an extraordinary engineer to design and build the best of breed systems for dealing with our complex and ever-growing data and infrastructure needs. We are a key part of the Apple ecosystem, supporting millions of users and billions of transactions. We're looking for someone ready to work at huge scale and have a hand in bringing amazing new products and services to market.", "description": "The Apple Service Engineering team supports tens of millions of pieces of content in more than 150 markets enjoyed by hundreds of millions of users, which powers various features within the Apple client applications - iCloud, App Store, Apple Music, Apple TV+, iTunes, iBooks, Podcast, etc. We've got unique and growing needs for data storage and consumption. You will help build the large scale data services, which provide and support abilities like structured and unstructured storage, caching, queueing and much more. You'll collaborate cross-functionally with various Apple teams, from store and commerce through to search and recommendations, AIML, creating services and infrastructure platforms and pipelines that can rapidly scale and serve personalized and non-personalized data with very low latency. You should be someone who is willing and capable of diving deep into details, is not afraid to question assumptions, is a good team player who collaborates well, tackles problems with elegant technical solutions and always fight for excellence.", "key_qualifications": "Empty", "preferred_qualifications": "Experience contributing to Open Source projects is preferred. Experience with NIO frameworks such as Netty is a plus. Experience with compute/container platforms such as K8s is highly preferred. Experience in distributed data stores replication and CRDT is a plus. Experience in scalable message queue systems like Kafka, KubeMQ, RocketMQ is a plus.", "education_experience": "Empty", "additional_requirements": "Empty", "pay_benefits": "At Apple, base pay is one part of our total compensation package. The base pay range for this role is between $166,600 and $296,300, 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 stock programs. Apple employees are eligible for restricted stock unit awards, can purchase Apple stock at a discount, and receive benefits including medical and dental coverage, retirement benefits, discounted products and free services. Additional benefits may include discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits.", "company": "apple"}
{"title": "Supply Chain Account Manager - 11 month contract", "summary": "This is a place where extraordinary people gather to do their best work. At Apple, we craft products and experiences people once couldn't have imagined, and now can't imagine living without. If you\u2019re excited by the idea of making a real impact, a career with Apple might be your dream job. We believe that collaboration is one of our key strengths, and every day we will connect you with your peers and colleagues, at one of the most diverse and inclusive companies in the world. As an individual, you'll add to to our continued success, and be a key player within the function. This team leads and owns the operational relationship with Apple Resellers across EMEIA. In this role, you will develop phenomenal relationships externally as well as internally, and be disciplined with strong analytical and influencing skills. You'll have exceptional communication and account management skills. If you love managing and influencing complex business relationships and want to be an active member of one of the best supply chains in the world, then this could be your ideal job. We'd love to hear from you!", "description": "You'll build and maintain working relationships with key customers, and use statistical & collaborative forecasting techniques to accurately forecast consumer demand Prepare partner demand data, and conduct detailed analysis to minimise forecast error Own and drive long-term forecasting of products, being responsible for the accuracy of those forecasts and talking and framing any differences. Acquire business knowledge and incorporate this information into your forecasts Reporting and presentation of executive reviews Forecasting a constrained supply environment to ensure supply is secured Plan and execute New Product Introductions and Forecasts, together with seasonal strategies Work on your own initiative, to capture and disseminate information needed to make decisions and drive the business Ensure adherence of key customers' Contractual requirements Understand the Partner\u2019s supply chain model & market dynamics", "key_qualifications": "", "preferred_qualifications": "Bachelor\u2019s degree - 3rd level degree in IT, Business Analytics, Business Information Systems, Maths, however, if you have relevant experience or similar field you are encouraged to apply Proven experience as an account executive or in a Supply Demand Analyst role Experience in leading cross functional projects Some demand planning specific experience and a background in forecasting", "education_experience": "", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
{"title": "GPU Performance Analysis Engineer", "summary": "Do you love creating elegant solutions to highly complex challenges? As part of our Silicon Engineering Group, you\u2019ll help design and manufacture our next-generation, high-performance, power-efficient GPU! You\u2019ll ensure Apple products and services can seamlessly and efficiently handle the tasks that make them beloved by millions. Joining this group means you\u2019ll be responsible for crafting and building the technology that fuels Apple\u2019s devices. Together, you and your team will enable our customers to do all the things they love with their devices!", "description": "As a GPU Performance Analysis Engineer, you will:\n-  Analyze unit and system-level performance issues.\n-  Quantify the performance benefit of the features and algorithms implemented in HW or SW.\n-  Conduct studies and contribute solutions to performance challenges related to GPU design.\n-  Participate in micro-architecture specification and RTL logic design in the GPU team.", "key_qualifications": " ", "preferred_qualifications": "Experience with GPU design is a plus.\nWe prefer candidates who exhibit excellent communications skills, demonstrate a sense of motivation and show a high level of organization.\nWe like people who are fast learners and are eager to tackle technical challenges using innovation.", "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 $143,100 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"}
{"title": "Technical Program Manager, iPhone", "summary": "As a TPM, you will be leading and responsible for development, qualification, optimization, and production ramp of new process technology and equipment for manufacturing of Apple new products. This is a hands-on position requiring both outstanding technical skills and strong leadership capabilities!", "description": "Engagement in new product engineering builds, assist in reviewing production process and fixtures from manufacturing perspectives, capable of fixing hot issues is a plus. Executes and implements the strategic direction, goals, objectives and key measurement systems to ensure the business goals are met. Primary metrics include - process and yield goals, monitor and audit product quality across all yield and audit points, ensure adequate controls and product integrity are set in place. Develops, implements, and maintains policies, procedures and control systems for each functional area. Acts as a bridge for technical issues when required between Apple engineering team and the vendors. Provides input into global process, test, quality, BOM Management as systems are enhanced or upgraded.", "key_qualifications": "", "preferred_qualifications": "With understanding and strong passion on other precise assembly processes, such as electrically conductive adhesive or glue applications are welcomed. Familiar with mobile devices' knowledge is preferable. Action oriented and handle conflicts - Excellent problem solver, using structured problem solving methodology to assign root cause, plus develop and implement corrective and preventative actions. Self-starter with innovation, integrity, and attention to detail. Approach problems with flexibility. Excellent interpersonal and communication skill with capability to work independently and under pressure AI/ML (Machine Learning) development experience is a plus. Excellent spoken and written English with proficient Mandarin", "education_experience": "", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
title: Design Verification Engineer
summary: Do you have a passion for invention and self-challenge? Do you thrive on pushing the limits of what’s considered feasible? As part of our team, you will be responsible for and contribute to verifying high-throughput, complex cellular baseband modems and transceiver link controllers...
description: Once you understand the details of design components and any associated system reference models. You will construct detailed test plan for various components of the design including use cases, through collaborative work with cross-functional teams. You will create coverage driven verification plans from specifications, review with multi-functional teams and refine to achieve coverage targets...
key_qualifications: BS and 3+ years of relevant industry experience. Strong knowledge of System Verilog and UVM. Good understanding of System C, C/C++, Python/perl. Experience in developing and establishing DV Methodologies. Ability to develop System Verilog Testbench with UVM methodology from scratch...
education_experience: BS and 3+ years of relevant industry experience.
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": "Data Scientist", "summary": "Apple is a place where extraordinary people gather to do their best work. If you\u2019re excited by the idea of making a real impact, a career with Apple might be your dream job\u2026 Just be prepared to dream big! An expert in advanced analytics, you are passionate about turning data into impactful insights, and driving creative data science solutions. You are skilled at creating analytical models and interactive visualizations. You are a motivated self-starter, comfortable navigating through ambiguity to evaluate complex data, analyze data from multiple angles, build analytical workflows, to deliver findings that directly impact the business. If this describes you, then you should consider joining us.", "description": "- You have outstanding communication skills, proven data science and advanced analytics capabilities, strong business acumen, and an innate drive to deliver results\n- You are a self-starter, comfortable with ambiguity, and enjoy working in a fast-paced dynamic environment - Innovative and strategic approach to reporting and business analytics\n - Develop custom models, algorithms, and interactive visualizations to deliver Supply Chain insights - Wrangle and analyze data to identify patterns, trends, and feature engineering \n- Evaluate business needs through in-depth conversations with business users to understand the domain and apply data science for insights \n- Present key findings to leadership to evaluate business impact, in non-technical terms", "key_qualifications": "5+ Years of experience in modeling and solving large-size decision optimization problems using constraint programming, mixed integer programming, etc., and data science, machine learning, anomaly detection techniques\nMeticulous attention to detail, data integrity, and data wrangling\nPassionate about understanding and solving problems, drawing insights and hidden patterns from data, visualization and data storytelling\nSkilled in Python\nAbility to get things done, experience in delivering end-to-end projects\nKnowledge of relational database technologies such as Snowflake, MySQL, and lightweight user interfaces like Streamlit, Tableau, ThoughtSpot, virtualization using Docker, Kubernetes\nAbility to articulate complex AI concepts in business terms, know how to tell a story to highlight key insights, and present analysis effectively to key partners\nHigh intellectual curiosity to learn and understand business needs\nExcellent social skills to collaborate with cross-functional partners to share knowledge, communicate findings, and integrate feedback\nProven ability to operate comfortably and effectively in a fast-paced, highly-matrixed, rapidly changing environment\nDemonstrated collaboration as well as leadership and influencing skills", "preferred_qualifications": "", "education_experience": "Bachelor\u2019s degree required in Data Science, Machine Learning, Computer Science, Mathematics or Statistics. MSc in Data Science or Operations Research", "additional_requirements": "", "pay_benefits": "", "company": "apple"}