vmal/jobs_dataset huggingface dataset:
{"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 the 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 a focus on Computer Architecture or Machine Learning preferred.", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
{"title": "Realtime Engineer - AVConference Power & Performance", "summary": "Our team develops the technology that powers real-time audio and video communications features such as Group FaceTime, FaceTime, SharePlay, Sidecar, Airplay 4K HDR, Phone Continuity, HomeKit IP Cameras, Wifi-Calling / VoLTE, and RTT. We support iOS, macOS, watchOS, and tvOS. Apple's Audio and Media Technologies (AMT) is looking for a proactive and hardworking engineer to join our team focused on improving power and performance.", "description": "We are looking for a strong engineer to help drive improving power & performance of real-time audio and video frameworks that drive Apple's real-time communication software like FaceTime and WifiCalling. As a power & performance engineer in this role, you will be responsible for analyzing, identifying areas of improvements, and automating power and performance workflows.", "key_qualifications": "", "preferred_qualifications": "B.S or M.S or equivalent experience in EE/CE/CS with a strong focus on software engineering", "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 $55.64 and $83.75/hr, 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 \u2013 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": "Data Analytics Manager", "summary": "If you have passion for using data to drive design and architecture decisions, join Apple as a Data Analytics Manager in our Storage Analytics team. This role is perfect for a passionate individual with a strong background in distributed data processing who thrives on turning data into actionable insights. If you are driven by the challenge of continuously enhancing how we use data to create amazing products, we want you on our team!", "description": "As a Data Analytics Manager on the Storage Analytics team at Apple, you will play a pivotal role in managing a team of data analysts and data engineers working across various storage-related domains. Your responsibilities will include architecting data solutions, managing plans and schedules, and overseeing your team as they perform exploratory data analysis and build data pipelines. You will communicate with cross-functional teams and upper management to present results, conduct code reviews, and ensure statistical validation of the team's work. Additionally, you will guide your team in using tools like Jupyter and Tableau to explore and visualize data for publication to client teams. You will also participate in periodic infrastructure support for our team\u2019s Python-based, distributed microservices. This role requires someone with a strong technical background who is comfortable working in a fast-paced, dynamic environment. If you have the required qualifications and are excited about the opportunity to join a world-class team, we would love for you to apply today!", "key_qualifications": "Ability to lead data investigations and analysis projects with ambiguous requirements. Advanced statistic and modeling knowledge. Experience visualizing and presenting analyses in tools like Jupyter and Tableau. Familiarity with distributed computation, storage, and workflow management (e.g. Splunk, Spark, Kubernetes, Kafka, Hadoop, MapReduce, AirFlow etc.). Proficient Python and SQL and not afraid to roll up your sleeves to handle complex tasks when needed. Excellent written, verbal, and data communication skills", "preferred_qualifications": "Experience leading high performing teams and engaging with senior stakeholders. Highly organized, creative, motivated, and passionate about achieving results. Self-sufficient with an ability to thrive in an environment of autonomy amidst ambiguity. Curious and have excellent analytical and problem solving skills. Proficient in C/C++/Objective-C/Swift and source control management like svn or git. Familiar with storage, SSDs and IO paradigms", "education_experience": "", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
title: Software Development Engineer in Test - Apple Online Store
summary: Apple’s Worldwide Retail & Online Stores (R&OS) team is looking for outstanding individuals with a strong commitment to work with similarly skilled engineers to deliver software quickly and efficiently, with increasing quality. To be successful, you must be proficient at thoroughly testing applications and services, and helping improve team velocity through automation. We are looking for highly motivated individuals, who can continually research and apply the newest technologies to test engineering code changes, independently tackle issues and influence the teams to adopt the best test practices. Successful candidates will be deeply engaged with the engineering teams through all phases of development.
description: In this role, you will be involved in Quality Engineering for critical customer facing applications. Work on functional and integration quality assurance testing in a hands-on approach using the latest technologies in automation. Build effective test plans and cases, analyse automation suites and target reduction of regression test cycles thereby taking the Quality function to the next level. Work closely with cross-functional organisations, project teams and clients to develop test plans, execute test strategy to deliver high quality products. Self-motivated, able to grasp issues quickly and make educated, critical judgment in the absence of complete requirements.
key_qualifications:  
preferred_qualifications: Bachelor’s degree in Computer Science or equivalent field.
education_experience:  
additional_requirements:  
company: apple
{"title": "CPU Design Timing Engineer", "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. Dynamic, hardworking people and inspiring, innovative technologies are the norm here. The people who work here have reinvented entire industries with all Apple Hardware products. The same real passion for innovation that goes into our products also applies to our practices strengthening our commitment to leave the world better than we found it. Join us to help deliver the next groundbreaking Apple product!", "description": "As the CPU Design Timing Engineer, you will be responsible for the timing closure of the project. Responsibilities include but are not limited to:\n\n\u2022 Working with the CAD team to develop the timing flow that will be used on the project including scripting to improve analysis flows and engineer efficiency\n\u2022 Working extensively with CPU micro-architects and implementation engineers to drive timing closure for the CPU", "key_qualifications": "Minimum BS and 3+ years of relevant industry experience\nThe ideal candidate will have implementation experience on high-performance CPU designs including at least one project that includes ownership of timing analysis\nWorking knowledge of CPU microarchitecture including common critical loops for timing and understanding of low-power microarchitecture and implementation techniques for CPUs\nDeep knowledge of static timing tools and flows including how to handle multiple clock and power domains and other complex scenarios\nPhysical design knowledge of device physics and in particular aspects which impact timing (cross talk, noise, OCV etc.)\nPrior experience owning the timing flow on a major CPU or similar project\nGood understanding of physical design tools and methodology including but not limited to physically aware synthesis and place & route tools and flows, extraction, STA, and other analysis flows, and physical design verification (LEC, DVS, etc.)", "preferred_qualifications": "", "education_experience": "Minimum BS and 3+ years of relevant industry experience", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
{"title": "Analog IC Product Engineer (m/f/d)", "summary": "At Apple, we work every single day to craft products that enrich people\u2019s lives. Do you love working on challenges that no one has solved yet? Do you like changing the game?\n\nAs a member of our Productization team at our office in Munich or close to Stuttgart, you will have the great opportunity to craft upcoming products that will delight and encourage millions of Apple\u2019s customers every day!\n\nWe are looking for an Analog IC Product Engineer who is driving and coordinating New Product Introduction (NPI) activity for Analog IC devices. You will work with cross-functional teams to debug, characterize and root cause diverse failure mechanisms.\n\nThe candidate can either work from Nabern or Munich Apple office.", "description": "- Coordinate New Product Introduction activities for Analog IC devices\n- Define ATE characterization test plans and generate characterization reports.\n- Finalize test limits and define proper guard-bands based on ATE-bench correlations, GRR and PVT characterization results. \n- Work with cross-functional teams to debug, root cause and implement corrective actions on diverse failure mechanisms.\n- Work with Design and TE to identify potential TTR and yield improvement plans prior to mass production release. \n- Support QA and Reliability with diverse Product Qualification requirements (HTOL board design, BI shift analysis, reliability guard-band, etc.) \n- Drive GRR analysis and coordinate cross-platform correlation activities. \n- Perform statistical data analysis on mass production data sets.\n- Work with internal teams to support mass production ramp as needed.\n- Support Test Engineering with test program release activities.\n- Define milestones and communicate product development schedule on regular basis.", "key_qualifications": " ", "preferred_qualifications": "Ideally several years of experience in product engineering\nIn-depth knowledge of semiconductor manufacturing process. Exposure to different Analog package technologies is considered a plus.\nSolid understanding of Analog, DC and Power fundamentals. Exposure to Analog test methodologies a plus.\nExperience working with multi-functional teams to define ATE characterization test plans, coordinating data collection and performing data analysis across PVT.\nDirect experience with yield management in high volume manufacturing.\nGood understanding of GRR analysis, ATE-Bench correlations, guard-banding methodologies and statistics associated with test limit definition.\nFamiliar with Product and Package Qualification requirements (HTOL, ESD, LU, etc.)\nAbility to setup DOE to drive root cause of diverse failure mechanisms\nApple is an Equal Opportunity Employer that is committed to inclusion and diversity. We also take affirmative action to offer employment and advancement opportunities to all applicants, including minorities, women, protected veterans, and individuals with disabilities.", "education_experience": "", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
{"title": "Design Verification Engineer", "summary": "Does making the next great technology product excite you? Imagine what you could do here. At Apple, our new ideas have a way of becoming great products, services, and customer experiences very quickly. We bring passion and dedication to our job and when you are a part of that team there's no telling what you could accomplish. Design Verification Engineers at Apple are responsible for verifying the functionality and performance of Apple\u2019s premier SOCs. This is a critical job within Apple's Hardware Technology organization, and we'd love to have you join us.", "description": "As part of a very dedicated team you will be at the heart of the chip design effort collaborating with all subject areas (vertical product model). You own ensuring the quality of the SOC or an IP or subsystem. This requires you to review design and architecture specifications and work closely with design & micro-architecture teams. A key component to the job is understanding the functional & performance goals of the design and you use this knowledge to test optimally. You develop test plans, tests & coverage plans as well as define our next generation verification methodology & testbenches. You will actively communicate and collaborate with design, architecture and software to understand the use cases and corner conditions and drive test cases. The SOC contains many subsystems and IP, so you may be working on one or several of the following types of IP: - Neural Engine hardware - DRAM subsystem, memory controller logic - Encode and Decode systems for ProRes and other codec formats such as VP9, AV1 - Hardware security, including cryptographic algorithm implementations - High-Speed IO standards such as PCI Express, DisplayPort, MIPI - Power management and fabric infrastructure - Memory cache management - Display Subsystem for variety of panels and products These are just some examples of the exciting designs that are part of our team. Joining SOC DV allows you to focus deeply on one main IP or expand your breadth as you work on a collection of subsystems. It\u2019s up to you!", "key_qualifications": "-  Skilled in many aspects of digital verification such as constrained random verification process, functional coverage, code coverage, assertion methodology & philosophy\n-  Knowledge of SystemVerilog, digital simulation and debug\n-  Knowledge of computer architecture and digital design fundamentals\n-  SW programming skills with knowledge of data structures and algorithms\n-  Experience with Python, Perl, or similar scripting language\n-  Ability to work independently to deliver the project goals\n-  Knowledge of verification methodologies like UVM\n-  Experience with C/C++, assembly is a plus\n-  Excellent interpersonal skills and the dream to tackle diverse challenges", "preferred_qualifications": "", "education_experience": "Minimum of BS + 3 years relevant industry experience.", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
title: Camera Mixed-Signal IC Applications Engineer (m/f/d)
summary: We live in a mobile and device driven world where knowledge of the physical world around us is needed...
description: Working with cross-functional teams including mechanical, optical, firmware, product/test and camera systems engineers to evaluate performance specifications, optimal HW/SW/FW system partitioning and interfacing. Validation, integration and support of camera HW chipsets (developed and under development) across multiple systems and modules...
preferred_qualifications: Broad range of engineering knowledge and/or expertise. Sharp problem-solving skills and critical thinking. Past experience of independence in designing complex systems. Preferred MS, or Ph.D. in Electrical and Computer Engineering, or BS with relevant work experience.
company: apple
title: Senior Software Engineer
summary: At Apple, we believe in the power of technology to enrich people's lives. Everything we build is designed to empower people, including our advertising platform...
description: The Finance & Billing team is the backbone of Apple’s Ad Platform Revenue & Payout function for our partners. As a technical lead, you will design and develop a scalable back-end system that will handle Invoicing, payments, payouts, taxes and deliver key business data to our cross-functional stakeholders...
key_qualifications: 10+ years of industry software engineering experience (full stack and backend), Exceptional computer science fundamentals (system's design, OO, data structures and algorithms), Extensive software development experience in one or more general purpose programming languages (Java)...
education_experience: Bachelor's in Computer Science or equivalent is required; Master's or PhD preferred
company: apple
title: AIML - Sr Manager, Data Operations
summary: The AIML Annotation Operations team is seeking a highly motivated, experienced manager to lead an operations team that delivers high-quality data for ML algorithm development.
description: You are a proven project and people manager who can thrive in a fast-paced workplace. You will collaborate with engineering teams and data requestors to deploy scalable data pipelines.
key_qualifications: N/A
preferred_qualifications: MBA, Experience managing complex data collection or annotation projects.
pay_benefits: At Apple, base pay range for this role is between $97,344 and $188,100 annualized. Apple employees have the opportunity to become an Apple shareholder and receive benefits including medical and dental coverage, retirement benefits, discounted products, free services, and reimbursement for certain educational expenses.
company: apple
{"title": "Machine Learning Engineer - Strategic Data Solutions", "summary": "Do you love the challenge of solving complex problems that can have a direct and meaningful impact on the company? Do you want to be part of a supportive team that\u2019s constantly learning and having fun while solving tough business problems?", "description": "\u2022 Engage with stakeholders to translate ambiguous business problems into technical solutions, including finding opportunities, breaking them into solvable segments, defining requirements, assessing level of effort, etc\n\u2022 Work cooperatively to design data science-driven solutions, balancing the utility of tried-and-true techniques and the benefits of custom solutions\n\u2022 Collaborate with technical partners to implement robust real-time and batch decisioning in production\n\u2022 Create reporting and monitor decisioning quality to maintain operational and business metric health\n\u2022 Investigate trends, assess threat impact, and respond with agile logic changes\n\u2022 Communicate with stakeholders with varying technical backgrounds and business priorities about your work\n\u2022 Share what you're learning about novel technologies and methods (in data science, machine learning, data engineering, and software engineering, etc) to improve your team's overall technical capabilities", "key_qualifications": "Practical experience (acquired through work, independent projects, or academic research) in deploying machine learning solutions to answer real-world questions\nPractical experience with implementing data science-related applications in a programming language such as Python, Scala, or Java\nTheoretical understanding of machine learning algorithms and their relative strengths and weaknesses\nAbility to use a querying language such as SQL to extract insights from data\nDemonstrate ability to think holistically about system structures and interactions in order to anticipate technical, business, and customer impact\nEffective communication skills to translate complex concepts and analysis into concise, business-focused solutions\nTeam-oriented skills and values to facilitate effective collaboration with business and technical partners", "preferred_qualifications": "", "education_experience": "\u2022 Graduate degree with research/work experience utilizing data science techniques (including but not limited to Computer Science, Statistics, Political Science, Biology, etc)\n\u2022 Or Bachelor\u2019s degree with equivalent experience", "additional_requirements": "To learn more about opportunities at Apple, visit http://www.apple.com/jobs/us/\nApple is an Equal Opportunity Employer that is committed to inclusion and diversity. We also take affirmative action to offer employment and advancement opportunities to all applicants, including minorities, women, protected veterans, and individuals with disabilities. Apple will not discriminate or retaliate against applicants who inquire about, disclose, or discuss their compensation or that of other applicants.", "pay_benefits": "", "company": "apple"}