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Sr. Research Engineer

Position Summary:Sony Corporation of America currently has an opening for a Senior Research Engineer in our U.S. R&D center located in San Jose, CA. This position is responsible for research and development in the areas of computer vision and computer graphics with an emphasis on innovation for advancing state-of-the-art technology. Focus includes the development of novel computer vision and Computer graphics algorithms with the goal of providing cost-effective and high visual quality solutions for Sony products.As a Senior Research Engineer, you will also be responsible for writing invention disclosures for developed algorithms, and working with patent attorneys to secure intellectual property.Required qualifications:Ph.D. in Computer Science, Electrical Engineering, or a related fieldStrong research background and demonstrated record of innovation in the area of computer vision, computer graphics, machine learning, image/video processing, or related areas.Excellent analytical and mathematical skillsGood familiarity with C++Good familiarity with Python or MATLAB programming languagesAbility to work independently and/or in a team environmentStrong communication, interpersonal, and presentation skillsAbility to travel domestically and internationally on occasionPreferred qualifications:Familiarity with PyTorch, TensorFlow, or CaffeFamiliarity with Maya, Unity, or related software platformsKnowledge and experience in high-quality 3D modeling and optimization techniquesTwo or more years of related experience

Sony Electronics Inc. • San Jose, U.S.


Senior Software Engineer

We are looking for a full-time Senior Software Engineer to be responsible for handling our team's ongoing projects. We’re looking for an individual with an inquisitive and creative mindset, who is a quick and voracious learner, open minded, and enjoys engineering creative solutions.To be a successful candidate, you will need to have a very good breadth of programming experience and be ready to apply your skills in any area- from JavaScript, working with AWS services, and proprietary system integration. You should be comfortable with building software end-to-end to create quick, reliable, customer proof of concepts with the purpose to productize. You should be able to work alone comfortably, collaborate with distributed team members, demonstrate and train others on your creations, and report on your achievements/progress in meetings. You should enjoy researching information and digging deep to solve problems.Responsibilities will include investigating and prototyping early technologies, defining and developing engaging new application leveraging those core technologies, preparing status report and communicate among teams and project stakeholders.  We take time to understand the customer through various research, discover the core issues, then define products that solve their real problems. A quick loop of prototyping, user testing, and iterations are the culture of CCL. Who we are: R&D Center US Culver City Laboratory (CCL) is a newly established branch office of Sony Corporation's Research & Development Center (RDC). We focus on providing an engaging and unique technology to Sony Group's entertainment business segments, such as Sony Pictures Entertainment, Sony Music Entertainment, Sony Interactive Entertainment, and their group companies to support their business. CCL's primary role is application R&D. We develop application technologies while employing Human Center Design philosophy. We take time to understand the customer through various research, discover the core issues, then define products that solve their real problems. A quick loop of prototyping, user testing, and iterations are the culture of CCL. To achieve these objectives of CCL, Application Software Engineer is an important role.Because our team is small, we sometimes operate like a start-up. We welcome an enthusiastic individual who is willing to wear multiple hats when necessary to get things done. What you'll be doing:This role is a software development position. Your primary focus will be helping to define and create frontend and backend web and existing platform that interacts with multiple cloud-based tools.The development stack will vary based upon customer needs and product goals; thus candidate should have a good breadth of knowledge and be comfortable in quickly bringing idea to solution. Important ideas and discoveries may be patented.You may also conduct performance evaluations and implementations of software provided by Sony R&D and external company.You will help to not only define the system architecture but to speak to its pros/cons thoroughly and welcome all input/changes.Participate in scoping and developing user experiences that delight the customer, create exciting new initiatives, solve interesting and unique problems, grow technical insight and collaborate across functional boundaries in defining architecture, APIs, and overall designResearch available technologies in the markets and conduct evaluations, and report to the team. Synthesize the research outcomes to ideate, plan, and develop a unique R&D solution that solves our customer’s core problems.Required QualificationsB.S. Degree in Computer Science, or related field is required. MS is preferred5-7+ years of full stack application development experience7-9+ years of professional experience in engineering with a demonstrated track record of technical innovationSolid understanding of HTML, CSS, JavaScript, Node, React, OOP, REST API and server-side development.Experience or knowledge with a breadth of AWS services Infrastructure and deploying solutions using best practices (EC2, S3, Lambda, Cognito, SNS, SES, SQS, API Gateway, Docker, ElasticSearch, TerraForm, CloudFormation, Jenkins)Game engine knowledge and expertise is preferable especially AR/VR area or Virtual ProductionExperience with Git/GitHub and managing code on multiple branches is expectedLead a team of strong technology developers that work with researching and developing a diverse scope of technologiesKeep up-to-date with industry trends and developmentsWork on constantly increasing the productivity of the team and inspire others to be creative problem solversExcellent technical, diagnostic, problem solving and troubleshooting skills.Ability to solve complex problems where precedent does not exist.Requires a minimal level of guidance and directionAbility to analyze possible solutions using standard procedures and develops new procedures when solutions do not existExcellent communication, motivational, and interpersonal skills.Ability to work outside of the regular business hours when necessary (We work with international teams and our meeting last until 7 or 8 pm periodically)Preferred QualificationsAWS certifications appreciatedUser interface development experience (e.g. Vue, Angular, Ruby on Rails)Integration with any machine learning projects or research teamsExperience using embedded boards like NVIDIA Jetson, Raspberry Pi, or equivalent.Experience with 3D modeling, AI, AR/VR, Mixed Reality, Image sensing technologies, IOT is preferredExperience building reusable UX components or librariesAbility to rapidly prototype and adjust in response to customer feedbackExcellent interpersonal and a stellar communication skillUnderstand Japanese language (Writing, reading, speaking) and culture is a huge plusExperience working in Japanese corporate

Sony Electronics Inc. • Culver City, U.S.


Thesis Work at Volvo Group - Leveraging multi-camera setup for semantic segmentation ( 2 Students )

Position DescriptionTo be prepared for a future where significantly increased flexibility is needed when it comes to e.g. number of produced product variants, Volvo Group are, together with some university partners, (e.g. Chalmers) developing a Generic Photogrammetry based Sensor System, GPSS. A camera-based sensor system with several cameras mounted in the factory ceiling. Applying artificial intelligence when interpretating the video stream the results can be used for e.g. controlling robots, tracking people and in general finding objects preventing the robot movementsSuitable backgroundWe are looking for two highly motivated students with great interest for computer vision and machine learning. We also believe that the students are eager to see their developed methods be put into practice at the Volvo pilot plant in Gothenburg. The following skills are of great value for this project:Deep LearningComputer VisionPython ProgrammingReading Scientific PapersDescription of thesis workThis work is a continuation of a previous successful master thesis that trained a semantic segmentation network for finding the free floor space. This was used for defining areas on the shop floor where Autonomous Transport Robots (ATR) could act and maneuver without the need of expensive on-board sensors. This thesis is about using the fact that there are more than one camera covering the same floor space for calculate the floor coverage of objects (i.e. as ground truth rather than the object’s pixels in the image). We believe it is likely that a multi-view setup would outperform a single camera for this task. Therefore, we should investigate if it is possible to predict a single floor coverage mask when using images from several cameras as input.Thesis Level: Master and/or BachelorLanguage: Final report in English. Swedish/English during the work.Starting date: January 2022Number of students: 2

VolvoAuto Sweden Sa • Stockholm, Sweden


Senior DevOps Engineer

What you’ll do:We are looking for a talented DevOps Engineer (m/f/d) to join our skilled R&D team in order to evolve our proprietary engine for generating highly personalized advertising promotions, serving a large number of users. As a member of our Cloud Platform team you are responsible for building and operating our resilient and scalable platform on Google Cloud Platform, which include automating our infrastructure, building infrastructure products to boost developer productivity and own our incident and post-mortem processes. At Schwarz Media Platform, we believe in cross-functional, agile teams and you will regularly join our data-, software- and machine learning teams to work on cross-functional projects. You will be given responsibility and autonomy on how best to achieve this objective and collaborate with a cross-functional team of software developers, machine learning engineers, data engineers, and product managers who will support you. This role is crucial to help scale our vision of making marketing relevant and impactful!Deliver a part of our resilient, scalable & cost-effective cloud architecture on GCPDesign and implement infrastructure products (e.g. deployment, monitoring) to enable our feature teams to ship value to our customersWork on all levels of our platform (i.e. network, compute, storage, frameworks, software)Automate our infrastructure and processes with tools like TerraformIntroduce best practices for infrastructure and software securityManage and continuously evolve our incident management & post-mortem process to ensure availability and scalability of our platform according to service level objectivesEnjoy the autonomy in reaching your goals and plenty of opportunities for growth, as learning is crucial at SMPWhat you’ll bring along:Professional experience in building highly scalable architecture optimized for high availability, high data throughput, and low latencyProduction experience with cloud platforms like GCP (preferred) or AWSExperience with microservice architectures in production (Docker, Kubernetes, Helm)Knowledge of major configuration management systems as well as how to define infrastructure as codeNetworking and VPN solutionsProgramming (Python, Go) and scripting (Bash) skillsProfessional English (German is a plus) Modern container architecture and service meshes (e.g. Istio) (is a plus)Monitoring (Prometheus, Grafana, Alertmanager) (is a plus)Experience with software and infrastructure security (is a plus)CI/CD tools (ArgoCD, Google Cloud Build) (is a plus)Big data systems like Apache Spark, Apache Beam & Apache Kafka (is a plus)

Receptix • Berlin, Germany


Senior Data Scientist - AI

Do you have an interest in Natural Language Processing?Can you cover the scope of research to deployment? Are you interested in AI Ethics, Security and Trustworthy AI?About the opportunity:Our Sony R&D Center - Brussels Laboratory in Zaventem is seeking a Senior Data Scientist to join an R&D team delivering Anomaly Detection systems.We are offering a unique multidisciplinary position that allows the candidate to apply their expertise in cutting-edge technologies in diverse applications. You will:Explore and evaluate the latest technologies for Anomaly Detection to be applied in different domains (e. g. financial transactions, user behaviour, …)Design and conduct experiments to validate hypothesesAnalyse results to identify and plan improvement opportunitiesDevelop proofs of conceptYou should be someone who:Integrates in multidisciplinary teamHas a spontaneous curiosity and interest in AICan work independently and pro-activelyPossesses strong quality orientation, combined with a pragmatic attitude to deliverDemonstrates presentation, communication and summarization skillsYou will have:Master’s Degree in Computer Science, Engineering, Mathematics, or other relevant degreeSolid and proven experience in Data AnalysisDeep understanding of Machine Learning and experience in model development/maintenanceGood programming skills in Python and software Engineering best practicesCapability of producing high quality scientific documents and reportsProven experience in research environmentsExperience withGenerating ideas for patent creationGraph based anomaly detectionData centric AI approachesSoftware maintenance (GitHub, …) or other common toolsAgile/Scrum methodologies

Sony Electronics Inc. • Brussels, Belgium


Intern / Junior Robotics Simulation Engineer

Robotics Simulation Internship:Are you interested in modelling complex mechanical systems in simulation?Have you already worked on projects involving robotics?Do you like interacting with an international team while working independently?Sony AI is looking for a talented Intern/ Junior Robotics simulation engineer. to join our Zurich-based team for a 6-month internship (early start dates preferred).Sony AI is dedicated to using AI to help unleash human imagination and creativity. We believe in researching and developing AI techniques that empower the imagination and creativity of artists, makers and creators around the world. Our aim is to advance AI so that it augments – and works in harmony with – humans to benefit society.Role: The intern will work in a diverse team to support robotics, AI and perception researchers by improving the simulation environments that they use.  This will involve simulating the contact between different rigid bodies as well as the behavior of the physical actuators of the robot. The primary goal of this work is to help minimize the gap between simulation and real-world, thereby maximizing the utility of any policies learnt in simulation.Responsibilities:Simulating rigid/soft body dynamics in the presence of external and internal forces.Simulating different physical actuators (linear and rotary) and sensors (camera, Encoder, Force) for rigid/soft/viscous body dynamics.Ensuring the smooth transfer of policies from simulation to physical robots.Developing a simulation environment for training intelligent robotic systems which encapsulate internal and external physical constraints.Competencies:MSc in the field of in robotics, Computer Science, Artificial intelligence, Math, or another related fieldCreative problem solver, to be able to think on their feet and come up with unique solutions based on an in-depth state-of-art literature review.Software development skills (C++, Python).Strong mathematical and robotics fundamentals, including linear algebra and calculus.Mathematical modelling of physical systemsModelling of physical systems using machine learning and data-driven approachesOrganized and detailed-orientated mindset.Motivated and energeticConfident in EnglishBonus points for:- Experience with game/physics engine development.- Publications in simulating robotics systems.- Experience with different simulation environments like Bullet, Gazebo, Unity, MuJoCo, Isaac Sim, Drake.- Experience of differentiable simulators and physical modelling- Familiarity with transferring policies from simulation to the real world- Experience with ROS2

Sony Electronics Inc. • Zurich, Switzerland


Data Scientist

Reporting to the Head of DX (Digital Transformation) Development, the Data Scientist is responsible for delivering on the DX objective to leverage machine learning and artificial intelligence techniques to drive our ongoing digital transformation. With significant data integration and governance initiatives in flow it is now possible to transform our ways of working by fully exploiting our rich and integrated data sources. The Data Scientist will join a small and talented team of data scientists and collectively take ownership of these efforts, identify the biggest impact opportunities for ML interventions, and operationalise the delivery of machine learning projects. The Data Scientist will collaborate with other DX areas including BI and reporting and data governance. DX also works with other data focussed units on Sony Europe, and across Sony organisations, and the data scientist will ensure we follow best practices learned from these groups and will proactively share our learnings and develop opportunities for collaboration.In detailData Science: Work with business stakeholders to ideate, prototype, build and deploy machine learning projects. Demonstrate impact of machine learning through increased efficiency and effectiveness of business processes.Data Organisation and Management: Understand our key data sources including sales and sell-through data, data from vendors and online. Work with governance teams to help drive the consolidated use of these data sources through effective management and organisation.Documentation and Process: Help embed best practices for working with data in the data science team by judicious use of technology and well-defined ways of working.Data Quality and Enhancement: Develop automated tools for measuring data quality.Data Engineering: Build data pipelines needed for data science applications, and to a limited extent to support BI and reporting. Work with Global Information Services data services support for broader data engineering requirements.Robotic Process Automation (RPA): Identify and develop opportunities for RPA, working with Sony RPA teams to deliver this service.Who you areA data scientist with a good understanding of a range of machine learning and AI techniques and a keen eye for identifying opportunities for their use.Experience with Python and ideally PySpark and/or DataBricks.Knowledge of the following technologies is not required but may help: MLFlow, AzureML, FeatureStore, Treasure Data, Dataiku.Experience of digital transformations projects and challenges encountered in moving away from legacy data analysis practices.Knowledge of working with cloud technologies, preferably Azure and AWS.Knowledge of automation and tools for tools for ETL/ELT e.g. Spark, PowerAutomate, BluePrism.Excellent organisational & time management skills with ability to successfully manage and prioritise numerous time pressured analytical activities / projects. Capable of managing performance.Ability to communicate clearly, effectively and influentially both verbally & in writingRelevant degree and strong knowledge in computer science/statistics/machine learning. Masters preferred.If not from consumer electronics, certainly with the keen tech insight and passion for technologyFluent in English

Sony Electronics Inc. • Addison, U.S.


Process Operator - Houston, TX

General Description:  As a Process Operator, you will gain hands-on experience producing high-quality products in one of Goodyear's Chemical manufacturing plants.  Goodyear Chemical is a division of The Goodyear Tire & Rubber Company which manufactures and markets rubber-related chemicals for various applications. You will also become familiar with safety, quality, and how to be successful in a team environment.  We encourage you to allow us to invest in your success as you invest in ours; apply today! Responsibilities will include, but not be limited to: Perform routine operation of process and mechanical equipment. Control, monitor and adjust as necessary Troubleshoot process, product quality, safety and environmental problems and identify equipment requiring maintenance Review, analyze, and interpret lab data, distributive control monitoring information, log information from previous shift(s) and from the field, AVO (avoid verbal order) instructions, etc. to identify problems and make decisions Clean and maintain a safe work environment Abide by standard work procedures and job safety standards, including required PPE Perform a variety of manual tasks in varying temperatures for extended periods of time, which may include lifting light to heavy materials, climbing, standing, squatting, bending, and working at heights and/or confined spaces when applicable Adhere to Goodyear's attendance policy Communicate clearly and concisely, both orally and in writing Understand and follow all instructions, both orally and in writing Basic Qualifications:  HS Diploma/GED  Must be at least 18 years of age  Must be legally authorized to work in the US without company sponsorship now or in the future Must be able to successfully complete all pre-employment criteria  Ability to work any and/or rotating shifts, weekends, holidays, or overtime if applicable Basic computer skills  Preferred Qualifications: AAS in Process Operations Technology Process Operations Technology Certification  Previous manufacturing experience with basic knowledge and understanding of mechanical principles Previous experience as a Process Operator in the chemical, rubber or petroleum industry Distributed Control System (DCS) Console Board Operations experience Vocational/technical school and/or coursework  Apprenticeship program within a mechanical discipline Previous military service experience within a technical specialty  Demonstrated ability to understand and apply mechanical concepts and principles to solve problems Experience adhering to industry-specific safety standards Candidate Criteria:  Self-motivated: demonstrates appropriate initiative with or without direct supervision  Hard worker: someone who works diligently to get tasks done in a timely and safe manner  Adaptability: the ability to make changes, and to be successful in changing environments Team player: an associate who can be counted on to assist the company in being successful Ability to review, analyze, and interpret information, identify problems and make decisions in routine and non-routine situations Commitment to working safely May be required to serve on the Emergency Response Team.Pay Rate:  There is a three-year pay rate progression with this position.  Starting rate of pay   = $19.0012 months of service =  $19.7524 months of service =  $20.50

Goodyear Tire & Rubber Company • Houston, U.S.


Collections and Claims Analyst

Sony Electronics, Inc. look for the risk-takers, the collaborators, the inspired and the inspirational. We want the people who are brave enough to work at the cutting edge and create solutions that will enrich and improve the lives of people across the globe. So, if you want to make the world say wow, let's talk.This qualified individual will:Perform A/R activities such as collection of invoices and disputes for SNA customersValidate and process customer claims for dealer programs that have been offered by Marketing, including rebates, allowances, instant rebates, spiffs, price protection, MDF, and Volume Incentive RebatesValidate and process customer claims for various reasons, including returns, shortages, pricing discrepancies, etc.Match customer deductions with credits to ensure related items are properly reconciled and closed out in the customer’s AR balanceWork with internal departments as needed, including Sales and Product Marketing and warehouse, to validate and/or resolve questions or issues on customer’s A/REscalate issues to AR management as neededWork with offshore teams performing back-office transactions and processingPerform Data Entry as neededAssist with maintaining customer sales programsMinimum Requirements At least 2 years of external accounts receivable management and customer chargeback processing experienceStrong organizational and time management skillsStrong communication skills, including verbal and written, for internal and external customers requiredIntermediate to advance skills with Windows, including Outlook, Word, Excel and PowerPointMust demonstrate high attention to detailExperience with key retailers with ex. Target, Amazon, Walmart , etc. Experience as a Subject Matter ExpertUser acceptance testingSystems requirements gathering and defect resolutions experienceData reporting analyticsPreferred RequirementsSAP R/3 experience is preferredUnderstanding and knowledge of consumer products and trade programs preferredAnalytical skills and prior auditOrder to cash cross functional projects experience

Sony Electronics Inc. • San Diego, u.s.