vmal/jobs_dataset huggingface dataset:
{"title": "Machine Learning Systems Engineer", "summary": "As part of Apple Cloud Platform, our team is responsible for building libraries and services which form the foundations of critically important systems at Apple. Specifically, as a ML Systems Engineer, you will focus on building software stack to run large machine learning models (generative AI, LLMs) over multiple high performance Apple Silicon SoCs.", "description": "We write software in Swift and C++ to build services and infrastructure around innovative generative AI and machine learning. We write performant and scalable frameworks to distribute and coordinate ML inference tasks to different hardware acceleration IP blocks on different SoCs; we build jobs to deploy and load models, and support high level machine learning platforms. Our software has a growing user base and the team is looking to expand to build amazing products making it a truly exciting place to work.\n\nWe\u02bcre a collection of highly skilled and friendly engineers who value each other\u02bcs opinions and experience. We strive for excellence and believe strongly in the quality of our output. We have formed a team of domain experts who specialize in specific core subject areas, and also have broad experience of cloud software services and platforms. You will integrate inference code into a full service stack to ensure that user traffic is served reliably and performantly, and will have a strong focus on developing code that is easy and safe to develop, update and monitor.", "key_qualifications": "Practical experience running and evaluating machine learning models for quality and performance metrics\nExperience in system-level code optimization and power/performance evaluation for ML acceleration hardware\nLarge-scale server side development experience\nExperience programming in Swift, C, C++, iOS/macOS, XCode\nBonus qualification: familiar with Apple ML stack (ANE, CoreML, MPS/Metal), high-level general distributed ML stack (PyTorch-distributed, NCCL) and high throughput inter-chip communication systems.", "preferred_qualifications": "", "education_experience": "B.S. in Computer Science or other numerate subject, with 6+ years experience; or M.S. in Computer Science or other numerate subject, with 4+ years experience", "additional_requirements": "Quality focus - produce reliable, maintainable, deliverable software\nComfortable diving deep - working across multiple levels of abstraction\nGood at handling relationships & communication - collaborate well with colleagues across a\nwide range of functions.", "pay_benefits": "", "company": "apple"}
{"title": "Emulation Verification Engineer", "summary": "Are you passionate about changing the world? We have a critical impact on getting high quality functional products to millions of customers quickly. We are looking for you to join our Emulation team focusing on the creation, deployment, and support of advanced emulation environments. In this highly visible role, you will be at the center of a chip design effort collaborating with all disciplines. Imagine what you could do 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, smart 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 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. Are you ready to help us deliver the next groundbreaking Apple products?", "description": "As a member of Emulation verification team, you will play a key role in utilizing Emulation for verification of large Wireless SoCs. The overall work will involve porting the design onto the Palladium platform, followed by executing the detailed Emulation testplan. Core Responsibilities: \u2022 Bringing up the emulation platform for large Wireless SoCs \u2022 Developing monitors and checkers for Emulation platform and come up with latest techniques to achieve better performance \u2022 Preparing and executing the test plan and performing reviews with the cross functional teams \u2022 Collaborating cross functionally with Design, Architecture, Power, Silicon Validation, Performance and SW Teams \u2022 Developing code for Design and verification that aids with emulation activities, using Verilog/System Verilog/UVM", "key_qualifications": "3+ years of experience with bring up, debugging and verification in Emulation; Understanding of the tool flow from RTL to Emulation is a plus; Some understanding of a Standard Emulator (Palladium, Veloce, Zebu) OR FPGA (Xilinx, Altera) flow; Proven design verification skills; Experience in writing Synthesize-able SystemVerilog/Verilog code and SystemVerilog assertions; Experience with System Verilog verification environments including C/C++ DPI, UVM; Experience on any Scripting (Perl/Python/TCL); Excellent analytical and debug skills; Excellent oral and written English skills; Experience in UVM Acceleration is a plus", "preferred_qualifications": "", "education_experience": "B.Sc / M.Sc in Electrical or Computer Engineering", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
title: Manufacturing Quality Engineer - Data Scientist
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’s ideas stronger.
description: -  Develop Dashboard for Vendor Yield, OEE, Pipeline Report for complicated data

-  Develop Analytical tool for statistical data processing & predication

-  Coordinate with Apple Data Team for manufacturing data consolidation & connection to data base by AWS. 

-  Image Analysis & Machine Learning for cosmetic inspection

-  Discover new technology solutions on the identified directions -Present analysis results and reports to Apple management team -Interfaces with other Apple functional groups as part of mechanical quality engineering team
preferred_qualifications: Knowledge on Data Science. Including Statistics, Machine Learning, Regression are preferred
Has strong & efficient data analysis ability, able to apply data mining, statistical analysis tools to discover the clues of inherence of data and make predictions
Experience on Image process / machine learning is preferred
Published Data Science Thesis, Invention Patent holder are preferred
Has basic knowledge on quality management system structure, and manufacturing procedures
Demonstrate excellent written and verbal communication skills
company: apple
{"title": "Senior Mechanical Engineer", "summary": "At Apple, we develop revolutionary technologies for products that will define how we interact with technology and communicate in the future. To help us with this, we are looking for very skilled people that want to do the best work of their lives in an environment of excellence, creativity, innovation and partnership. If that sounds intriguing to you, then let's talk. The Cambridge Hardware Incubation team is a small, agile and multi-disciplinary team forming part of the wider Apple Hardware Technology organisation. We are pursuing ground-breaking hardware development to enable future products and features that enrich the lives of our customers. We are looking for an exceptional multi-disciplined engineer with mechanical design, while having great practical and modelling skills. You will work on hardware development projects to help us explore new technologies, while working in a small team in Cambridge as part of a larger project involving teams around the globe.", "description": "A successful candidate will work on prototype development, beginning with initial hand calculations, progressing through 3D CAD, FEA and finally to realisation. As part of this process, an ideal candidate will be able to perform initial technology feasibility analysis by identifying top challenges and evaluate using first principles. A system-level mindset, considering multiple requirements is essential while experience in opto-mechanical design is a big plus. There is a strong practical focus in our hardware incubation team, so hands-on experience and a willingness to prototype new ideas is essential. A self-starting attitude and ability to work independently, but also as part of a team, is essential.", "key_qualifications": "", "preferred_qualifications": "Degree in Mechanical Engineering, Physics or another related engineering program. Higher degree or Masters preferred. Willingness to pick up novel tasks and acquire new skills. A scientific mindset and approach to problem solving. Excellent communication and teamwork skills. An innovative mindset is essential", "education_experience": "", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
{"title": "Software Engineer - Full Stack UI, Employee Experience & Productivity", "summary": "Imagine what you could do here\u2026 At Apple, new ideas have a way of becoming great products, services, and customer experiences very quickly. What inspires you? Creating something new and finding solutions to complex problems? Bring passion and dedication to your job and there's no telling what you could accomplish. IS&T Corporate Systems team is looking for a creative and motivated Software Engineer with excellent problem-solving and interpersonal skills. The work we do here has a large impact on Apple, from enabling our internal businesses to do their best work, to providing rich, highly usable experiences to our customers and partners. Our teams foster a collaborative environment with creative, smart & fun people using state of the art technologies. Engineering excellence is expected. Come join us for this once in a lifetime opportunity in building solutions for Apple that has a worldwide impact.", "description": "As a Full Stack Engineer you will be responsible for building the next generation of user experiences for Apple\u2019s Recruiting Platform. You will work with project managers and technical teams in a multi-functional environment to implement quality products that meet the business goals. The ideal candidate will be self-motivated, proactive, and solution-oriented. Attention to detail and dedication to providing a high-quality, stable delivery are essential. You will be challenged to find creative solutions to technical problems, feel comfortable working with complex systems and large data sets, collaborating in a team environment. We promote innovation to improve our product performance and stay deeply focused on delighting our users.", "key_qualifications": "", "preferred_qualifications": "Experience designing and building complex, highly available, large scale web applications. Frontend development using HTML5, CSS3, JS & one or more JavaScript frameworks like NextJS, React, Angular or equivalent. Excellent knowledge of server-side programming languages & frameworks like Node.js, Express, Java & Spring. Experience with RESTful API usage and development. Understanding of security best practices for web applications. Experience in web analytics, accessibility, standards, and SEO techniques. Ability to learn and apply new technologies quickly. Strong understanding of TypeScript and the latest ECMAScript standards. Experience with non-relational, NoSQL databases and various data-storage systems. Experience with micro-services architecture and containerization (e.g., Docker, Kubernetes). Familiarity with messaging platforms like Kafka. Familiarity with CI/CD pipelines and automated testing frameworks. Strong problem-solving skills, with the ability to work in a dynamic and agile environment. Ability to collaborate effectively with teams located in different locations.", "education_experience": "", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
{"title": "RF Passive Design Engineer", "summary": "Do you love working on challenges that no one has solved yet? Do you like changing the game? Envision what you could do here! At Apple, we believe 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. We are looking to hire a Chip Passive Design Engineer in a group at Apple that develops RF chips that will be used in Apple mobile devices. You will be responsible for on chip inductors / transformers/ caps/ transmission lines, as well as on chip filters, phase shifters, and couplers etc. You will orchestrate the process from design to tapeout and work closely with multi-functional teams including RF design team, packaging design team, CAD, process teams etc.", "description": "-  Electrical and Physical design of EM/Microwave components and circuits. \n-  Working with RF/packaging/CAD/Process engineering multi-functional teams to architect and develop future RF on chip passives.", "key_qualifications": "Demonstrates deep knowledge on electromagnetic theory, microwave engineering and antenna engineering.\nProficiency with EM passive designs and familiarity with EM simulation tools like HFSS, Peakview, EMX, Momentum or Helic. Experience on chip EM modeling is helpful.\nFamiliar with on-wafer measurement, have experience using VNA, TDR, LCR meters etc.\nExcellent academic background with industry related work experience beyond graduate school studies.\nGood written and verbal communication skills.", "preferred_qualifications": "", "education_experience": "- BS and 10+ years of relevant 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 $166,600 and $296,300, 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": "Display Metrology Engineer", "summary": "Apple's Display Metrology Engineer is a terrific position for someone passionate about technology! Be part of the Display Technology team that fosters a collaborative environment with creative talents that build best-in-class products and groundbreaking technologies. Our team provides opportunities for individuals to chip in across a wide spectrum of disciplines. Engineering excellence and thoroughness are expected and encouraged. Innovation, IP and patent creation are highly supported and valued. Our team's main goals are to constantly open up the boundaries to design and ship innovative products with outstanding technologies and user experience.", "description": "You will be responsible for designing and developing objective solutions for calibrating, characterizing, and testing display modules and components for Apple products. You will work on system design, development, validation, and production deployment during the New Product Introduction (NPI) stage, with support from SW/HW cross-functional teams. Develop industry-leading calibration and metrology methodology and solutions Develop macOS SW interfacing with various HW systems utilizing common communication interfaces such as SPI, 12C, TCP/IP, USB and instrument-specific SDs Develop automation software and test sequences that control optical instruments, electronics driving boards, fixture controllers, and display modules. Work with team to define calibration & measurement SW requirements Conduct SW/FW FA of measurement tools.", "key_qualifications": "Hands-on experience of probe testing using probe cards: Experience with cantilever and/or MEMS probe card in cleanroom, System integration of probe card, prober, electrical and/or optical instruments, Experience of probing system for high volume production, Knowledge of probe card ME/EE design & validation is a plus. Knowledge in one or more of the following areas: Display design, characterization, calibration or test, Common interfaces for optical instrument, e.g. CCD/CMOS camera, spectrophotometers, colorimeter etc. Color science and image processing, Experience with software engineering methodologies, processes, and tools. Application or firmware development in macOS or unix environments. Strong programming skills in Python, MATLAB, or C/C++/Objective-C/Swift. Experience developing metrology systems, or its SW/FW sub-systems. Experience with software control of HW instrumentation. Direct hands-on experience working with display products (OLED, LCD, and LED) having a strong passion and interest in this area. Strong problem solving skills; positive outlook and eagerness to step into uncharted technology spaces while being able to engineer solutions to meet project timelines. Ability to own areas of responsibility, being able to self-motivate and work independently. Excellent interpersonal skills; clear technical communication with teammates. The position requires some international travel (up to 15%, after pandemic is over)", "preferred_qualifications": "", "education_experience": "", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
{"title": "iPhone Hardware Validation Automation Engineer", "summary": "Do you want to help create the next iPhone? The system integration team is looking for individuals with real passion for shipping exceptional products. You will work as part of a team that drives innovation in ensuring the highest design quality for future iPhone releases. As an iPhone Hardware Validation Automation Engineer, you will be a leader who is responsible for the creation and management of various software-based solutions used in the execution of system hardware validation, including scripting and data-acquisition and analysis tools. As part of the System Validation Engineering (SysVE) team, you will have the opportunity to dive into technical issues with creative debug solutions and architect validation infrastructure roadmaps impacting multi-disciplinary teams. You are someone with strong software and electrical engineering fundamentals, solution-driven, willing to be hands-on with debugging efforts, and able to work expertly with multiple engineering teams to close a list of critical tasks and improve our designs.", "description": "As Validation Automation Engineer, you will be directly responsible for building innovative software solutions to aid with system hardware validation, as well as optimizing internal processes to improve efficiency. These include automating data collection from lab equipment and building infrastructure to handle large data sets for local and cloud-based servers. Develop test scripts to control lab test equipment and post-process raw data sets using key electrical performance indicators. Lead innovative solutions to minimize bulk data transfer and processing time. Author reports and communications pertaining to key results and checkpoints. Maintain user documentation and training content for code. Participate in debug activities, including actively driving design of experiments (DOEs). Engage and collaborate with multi-functional development teams in the US and Asia in order to integrate their work into the project.", "key_qualifications": "", "preferred_qualifications": "Strong EE/CS fundamentals with relevant experience in consumer hardware or electronics industries. Experience with lab equipment test set-up (e.g. digital oscilloscope, logic analyzer, power supply, DMM, etc.) and instrument automation (SCPI commands, py-visa). Solid understanding of design and validation requirements for common interfaces (e.g. I2C, SPI, I2S, etc.) and high-speed interfaces (e.g. USB, MIPI, PCIe, etc.). Proficient with analyzing, processing, and visualizing large data sets. Understanding of mobile system architecture and design tradeoffs. Web development framework (React, Django) and database server maintenance (MySQL, MongoDB, etc.). Experience with schematic/layout capture tools.", "education_experience": "", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
{"title": "Cellular PHY Systems Engineer - Beamforming", "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, smart people and inspiring, innovative technologies are the norm here. Join us to help deliver the next groundbreaking Apple product. Do you love working on challenges that no one has solved yet? Are you ready to join a team transforming hardware technology? We are searching for a talented engineer with experience in modem design to join our exciting team of innovators. In this role, you will join the system engineering team working on best-in-class modem platforms, developing innovative algorithms and leveraging our unique end-to-end design.", "description": "Design and simulate state-of-the-art physical layer wireless communication algorithms with emphasis on beam management. Work closely with firmware, RF and other cross-functional teams to implement, verify and bringup beam management algorithms. Ensure that performance meets expectations. Work on next generation algorithms and implementation per roadmap.", "key_qualifications": "", "preferred_qualifications": "Knowledge of one ore more of the following areas \u2013 array signal processing, RF impairments related to mmwave deployments, firmware partitioning, firmware interface design and beamforming algorithms.", "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 $135,400 and $250,600, 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. 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"}