vmal/jobs_dataset huggingface dataset:
{"title": "AIML - Sr. Machine Learning Engineer - ML Platform & Technology (MLPT)", "summary": "Join us in enabling the next generation of intelligent experiences in Apple\u2019s products and services with the latest advancements in Generative AI and Large Language Models! Are you ready to impact billions of our users?", "description": "You'll be part of Apple\u2019s internal Machine Learning Platform group that enables ML teams to iterate their projects faster, from: data engineering, labeling, training, online and offline evaluation, experimentation and more. Bring your expertise to help us define and build the next set of features (given the new challenges in the latest advancement of generative AI and large language models). You will also partner closely with our customer and other internal partner ML teams cross the company to help further adopt and apply our platform, gain feedback and iterate our products (services, SDK and web UI) to be more user friendly and scalable.", "key_qualifications": "A minimum of 3 years as tech lead. 8 years of proven experience in machine learning related software engineering, such as product, infrastructure, frameworks or tools. Strong expertise in machine learning domains, such as CV, NLP, recommender systems, Gen AI or LLMs (preferred). Proficient in ML training and deployment frameworks, like Tensorflow, PyTorch, Faster Transformer, TensorRT, vLLM. Proficient in cloud computing and data processing infrastructure and tools: Kubernetes, Ray, PySpark, SQL. Ability to clearly and concisely communicate technical and architectural problems, while working with partners to iteratively find solutions", "preferred_qualifications": "", "education_experience": "Bachelors in Computer Science, related field or equivalent 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 $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. 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": "System Software Engineer", "summary": "Imagine what you can do here. At Apple, new ideas have a way of becoming extraordinary products very quickly. Bring passion and dedication to your job, and there\u2019s no telling what we can accomplish together.. Do you love crafting elegant solutions to highly complex challenges? Can you intrinsically see the importance in every detail? At Apple, our Platform Architecture group is responsible for connecting our hardware and software into one unified system. Join this team, and you\u2019ll collaborate with engineers across Apple to build and deploy forward-looking prototype systems that contribute to the development of our world renowned hardware and software architecture. You and your team will confirm that every product we make performs exactly as intended. Together, our work will be the reason millions of customers feel they can trust their devices every single day.", "description": "Apple\u2019s Platform Architecture group is seeking a systems engineer to build high performance functional models of advanced SoC designs and to help bridge the gap between Software and Hardware, influencing performance improvements, power efficiency, security, and the programming ease of Apple products. Prototype and analyze architecture and operating system proposals. Interface kernels and drivers with processor & SoC models. Work closely with cross-functional teams across product groups. Promote new opportunities and techniques with other groups.", "key_qualifications": "Background in low-level software, operating systems, or compilers. Excellent programming (C++/C) and scripting skills (Python). Assembly experience a plus. Proficiency with debugging large, complex system software. Experience with kernel, driver, and firmware development a plus. Experience with modeling and simulation a plus. Knowledge of ARM and/or X86 architectures a plus.", "preferred_qualifications": "", "education_experience": "MSCS or MSEE Degree or equivalent.", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
{"title": "Machine Learning Engineer", "summary": "At Apple, new ideas have a way of becoming great products, services, and customer experiences very quickly. Bring passion and dedication to your job and there's no telling what you could accomplish. Are you a dedicated problem solver who enjoys exploring solutions beyond the ordinary? Do you excel in situations of uncertainty, finding inspiration in environments that demand creative thinking? We are seeking adept engineers and scientists who share our enthusiasm for leveraging machine learning to revolutionize people's lives through inventive user experiences. Join our dynamic Data Science team within GC Channel Sales and bring your expertise to the forefront. As a valued member of this group, you will harness your profound expertise in machine learning, deep learning, and reinforcement learning to tackle intricate technical challenges head-on.", "description": "\u2022 Collaborate with stakeholders to identify opportunities, grasp requirements, and translate them into effective technical solutions. \u2022 Formulate machine learning solutions, leveraging established methods or crafting custom algorithms to address specific business challenges. \u2022 Work closely with data engineers and platform architects to implement robust real-time and batch decisioning solutions. \u2022 Communicate insights and findings to business partners or executives. \u2022 Research and evaluate emerging technologies and methodologies in machine learning, data science, data engineering, and data visualization to enhance the team\u2019s technical capabilities. \u2022 Monitor operational and business metrics, detect adverse trends, recognize behavioral patterns, and respond with agile logic adjustments", "key_qualifications": "", "preferred_qualifications": "Excellent verbal and written communication skills in both Mandarin and English, capable of conveying rigorous technical concepts to non-experts. Ability to extract valuable business insights from data and uncover the underlying narratives behind patterns.", "education_experience": "\u2022 Ph.D. in Computer Science, Machine Learning, Statistics, Operations Research, Mathematics, Engineering, or a related field; alternatively,  \u2022 M.S. in a related field with a minimum of 3 years\u2019 experience applying machine learning to solve real-world business challenges.", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
title: AT-Genius (m/w/x)
summary: Als Genius stärkst du das Vertrauen in unsere Marke und stehst unseren Kunden zur Seite, wenn sie deine technische Expertise im Apple Store brauchen. Du kannst gut mit Menschen umgehen. Und du suchst immer die schnellste und beste Lösung für technische Probleme.
description: Als Genius stehst du unseren Kunden mit Rat und Tat zur Seite, wenn sie deine technische Expertise brauchen. Du diagnostizierst Probleme bei Produkten an Ort und Stelle und erklärst die Situation mit Geduld und Einfühlungsvermögen. Nachdem du festgestellt hast, ob eine Reparatur möglich oder ein Ersatzgerät erforderlich ist, bietest du technische Supportlösungen an, damit die Kunden ihr Gerät schnellstmöglich wieder nutzen können. Auch wenn du mehrere Kunden betreust, behältst du die zeitlichen Anforderungen der Kunden sowie deine eigenen im Blick. Den einzigartigen Kundenservice von Apple setzt du schnell und versiert um. Du gewinnst das Vertrauen von Kunden und Kollegen, indem du Rat bietest, Know-how weitergibst und manchmal auch Tipps auf Lager hast und Training anbietest.
preferred_qualifications: Freude am Umgang mit Menschen und Lösen von Problemen.
pay_benefits: Das Bruttojahresgehalt für eine Vollzeitstelle beträgt gemäß dem anzuwenden Kollektivvertrag mindestens €31,206. Das tatsächliche Gehalt orientiert sich an branchenüblichen Gehältern, deinen Qualifikationen und Erfahrungen.
company: apple
title: Firmware Embedded - MSP
summary: Our team is looking for a FW engineer to design, develop and implement complex SW modules for Apple production line. The integration will require cooperation with other teams and vendors abroad. You’ll be part of a team developing complex and versatile hardware/software integrated solutions for mission-critical tasks in future Apple products. Are you a big-picture thinker who loves setting ambitious goals?. Do you have a passion for understanding how each line of code affects all the others? Your dedication to cross-disciplinary collaboration will help develop groundbreaking technologies, such as iOS, macOS, watchOS, and tvOS. By crafting these distinct, holistic user experiences, you’ll continue to uphold and advance the excellence people expect from Apple devices.
description: Take part in SW design sessions (detailed designs involving System understanding) Provide HLD and LLD documentation of central SW modules Participating in coding of complex SW modules Debug complicated (system-wide) bugs Lead HW-SW integrations.
key_qualifications: 2+ years of Low Level Embedded software/firmware development and firmware architecture - Mandatory. Experience and proficiency in C development – Mandatory. Exceptional problem solving and debugging skills - Mandatory. Independent, highly motivated, with good interpersonal skills - Mandatory. Experience with programming in assembly language on industry standard CPUs and DSP processors - Preferable. Experience with ARM micro-controllers - Preferable. Experience with coding in Python - Preferable.
education_experience: BS in Computer Science / Electrical Engineering / Computer Engineering or equivalent experience/skills.
company: apple
{"title": "Analog Mixed Signal Micro Architect", "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? We have an opportunity for a visionary and uncommonly talented Architect. As a member of our dynamic group, you will have the rare and rewarding opportunity to craft upcoming products that will delight and inspire millions of Apple\u2019s customers every single day. Architect low-power high-performance AMS solutions.", "description": "In this role, the key responsibilities are the following: Top-down architectural analysis of AMS systems. Understand general concepts of high-performance analog design and compare various topologies that best fit the specifications. Enhance system performance using digitally-assisted analog techniques and optimum partitioning of analog and digital circuits. Develop signal processing and calibration algorithms for mixed-signal systems. Transistor-level feasibility study for various AMS circuits. Define design specifications and verification plans. Define production and bench-level test plans.", "key_qualifications": "You should have architecture, design, and production expertise in the following areas:\n- High-speed wireline transceiver architectures and circuits. High-speed memory interface architectures and circuit.\n- High-speed data converter architectures and circuits. Ultra-low-power analog circuits.\n- Digitally-assisted analog circuits.\n- You should be highly skilled in the following areas:\n- Matlab/Simulink/Verilog A modeling.\n- Data converter architectures and design trade-offs. Low-power and high-precision analog techniques.\n- Architect circuit solutions that achieve challenging noise, linearity, power consumption, and silicon area requirements.\n- AMS design flows and chip assembly techniques.\n- Working with design, layout, and production test engineers.\n- Excellent communication.", "preferred_qualifications": "", "education_experience": "BS degree in technical discipline with minimum 10 years of relevant experience.\n\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.", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
{"title": "CPU Silicon Debug 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, hard-working 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! Join us to help deliver the next groundbreaking Apple product. You will be responsible for pre-silicon verification, silicon bring-up, and debug of a CPU. The role includes system lab regression testing, lab administration, automation of tasks within the post silicon environment, and carrying out pre-silicon verification of critical debug hooks.", "description": "\u2022 Work with architects and verification engineers to bring to bear debug features for CPU and prepare tests for debug of functionality issues on silicon \u2022 Own post silicon regression environment and triage initial failures \u2022 Own lab hardware environment including updating boards, creating kernel caches etc. \u2022 Author and maintain lab automation tools \u2022 Perform pre-silicon testing of CPU debug features", "key_qualifications": "Minimum BS and 3+ years of relevant industry experience The ideal candidate should have experience with hardware (logic as well as board) and low-level software skills Strong understanding of processor architecture and micro-architecture Good understanding of firmware and device drivers Experience with board level protocols and programming/debugging devices at the system level Proven collaboration and communication skills Good C and assembly programming skills", "preferred_qualifications": "", "education_experience": "Minimum BS and 3+ years of relevant industry experience", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
{"title": "Graphics Software Engineer", "summary": "Do you love problem solving and creating elegant solutions to highly complex technical challenges? As part of our Silicon Engineering team, you\u2019ll help develop and manufacture our next-generation, high-performance, power-efficient graphics processors! You\u2019ll ensure Apple products and services can seamlessly and efficiently handle the tasks that make them beloved by millions. Joining this team means you\u2019ll be responsible for crafting and building workloads that ensure Apple devices are best-in-class. Join us to help deliver the next groundbreaking product containing an Apple GPU! In this highly impactful role, you will be responsible for tooling and workloads used by teams involved in all stages of the GPU development lifecycle, from early feature specification through silicon bring-up and beyond. You will work with other teams at engineering sites around the globe towards the shared goal of ensuring that Apple GPUs meet the highest quality and efficiency standards. This job involves designing, developing, and maintaining workloads for GPU architectural validation and design verification.", "description": "Join the team to play a central role in developing upcoming Apple GPUs. You will have the opportunity to influence and directly impact the tools and techniques used to ensure the GPU is functional, performant, and within the expected power envelope. In this role, you will work with many other teams involved in GPU development, including but not limited to Architecture, Modeling, Performance, Power, Design Verification, Silicon Validation, and Manufacturing. Core responsibilities of this highly collaborative role are: - Developing critical workloads for graphics core verification. - Leading architectural validation of key features in the design. - Working with the GPU hardware teams from design bring-up through post-silicon, to identify and debug architectural, logic, and silicon issues. - Working with the GPU software teams during production driver bring-up to rapidly identify and resolve software issues.", "key_qualifications": "We are looking for candidates with relevant coursework in Computer Graphics or Machine Learning and Computer Architecture. Demonstrated knowledge of the software graphics pipeline and its application to computer graphics and / or ML. Demonstrated knowledge of GPU programming via OpenGL, Vulkan, Metal, DirectX, CUDA, or other APIs. Demonstrated knowledge of C++ programming. Architectural validation and design verification knowledge is a plus. Knowledge of continuous integration systems, automated build systems, and regression systems is a plus. Strong communication skills are a pre-requisite as you will collaborate with multiple groups.", "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": "Regional Supplier Manager - Logistics", "summary": "Imagine what you could do here! AMR Logistics Operations is a fast moving and dynamic environment where flexibility and adaptability are key attributes for success. Regional Supply Managers oversee service providers for logistics operations related to inbound/outbound transportation, distribution, and/or post sales returns. Individuals must be customer focused, process-minded, and passionate for excellence. The candidate must be able to work towards achieving targets while demonstrating personal initiative with a focus on driving superior customer service and process efficiency. Additionally, candidates must have laser focus on supporting the key tactical and strategic initiatives including: Customer Delight, Process Excellence (Precision), Cost Leadership and Continuous Improvement. This role requires superior business acumen, strong service provider leadership, and innovative process improvement skills.  In addition, possess influencing and leadership skills that inspire and facilitate an energetic environment that will deliver excellence.  We hope you will consider joining our team!", "description": "\u2022Oversight of supplier relationship and performance in support of Americas Logistics and Distribution\n\u2022Identify areas for process improvement and innovation; Investigate problems, find root causes, and develop solutions.\n\u2022Prioritize and multi-task effectively to provide strategic and tactical support for projects, including capital planning. \n\u2022Monitor key performance indicators, drive performance, and expense management. \n\u2022Evaluate existing capabilities and establish new systems and processes for tracking, measurement, reporting, and analysis of Logistics Ops.  \n\u2022Collaborate with stakeholders as a representative of logistics, and provide updates to leadership: inventory, distribution, freight, cycle time, etc.", "key_qualifications": "Experience in world-class logistics operations with emphasis on vendor, 3PL, or service provider management.\nProven ability to lead continuous improvement projects and strong track record of customer service\nShould be systems literate in one or more Warehouse Mgmt Systems, as well as possess strong analytical and problem-solving skills.\nAbility to work in dynamic, cross-functional teams in a matrixed environment while demonstrating strong work ethic and a high degree of flexibility\nUp to 15% travel required", "preferred_qualifications": "", "education_experience": "Bachelors Degree in Engineering, Supply Chain Operations, Business, or related field required.  MBA or advanced degree preferred. Multilingual skills a plus.", "additional_requirements": "", "pay_benefits": "", "company": "apple"}
{"title": "WiFi System Engineer", "summary": "Imagine what you could do here. At Apple, new ideas have a way of becoming phenomenal products, services, and customer experiences very quickly. Every single day, people do amazing things at Apple. Do you want to impact billions of users by developing an extraordinary product with a prime focus on accuracy, understandability, and performance of the product? You will become part of a hands-on development team that furthers engineering perfection, creativity, and innovation. Dynamic, inspiring people and innovative technologies are the norm here. We want you to join our team if you are a resourceful engineer with the desire to research and develop solutions that do not yet exist. We are looking for someone like you, to join our Wireless Connectivity group.", "description": "You will engage in a collaborative, fast-paced environment to integrate new technologies into a product category that represents the frontier of consumer electronics, responsible for ensuring the quality of the SOC; - Define system level behavior of the wireless sub-system - HW definitions, HW-FW partition etc - Write system level documentation - Have strong communication skills combined with good collaborative approach to lead complex integration efforts in a specific area of the system - Strong debug capabilities. You will triage problems and understand if it is MAC/PHY, HW/SW and propose FW work around / HW fixes - Work closely with design, FW and micro-architecture teams to define the functional & performance goals of the system - Work independently & lead deliverables to align with the project goals plus support multi-functional engineering efforts", "key_qualifications": "4+ years of experience, 2 out of which in System/ASIC Design/Verification. Deep understanding of communication systems (i.e. more than one discipline), Specific BT / WiFi knowledge - an advantage. Validated experience with integration of complex systems and bring these complex systems to production Should be a team player with excellent communication skills and the desire to take on diverse challenges Scripting capabilities (Python / others). Knowledge of verification / ASIC design is an advantage Knowledge in programming system level simulations in Matlab / C++ - an advantage", "preferred_qualifications": "", "education_experience": "- B.Sc / M.Sc in Electrical / Computer Engineering.", "additional_requirements": "", "pay_benefits": "", "company": "apple"}