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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


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.


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


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.


Développeur Fullstack C#/ Javascript (H/F)

La valorisation de la donnée est un monde qui vous parle et qui vous intéresse ? Vous souhaitez accompagner de grands groupes dans le traitement et l’analyse de leurs datas, et les aider à prendre les bonnes décisions business ? Continuez votre lecture !Afin de renforcer les équipes de mon client, je recherche un Ingénieur sénior Full Stack C# / Javascript – Anglais courant (H/F) en plein milieu de Paris (75011).Poste & MissionsIntégré au sein de l’équipe de développement déjà en place, vous intervenez sur le développement de la plateforme de gestion de données que mon client propose à ses propres clients. Vous contribuez donc au développement des nouvelles features, mais aussi aux modifications à faire en fonction des retours clients.A ce titre, vos missions sont les suivantes : • Concevoir, mettre en œuvre et maintenir un code d’intégration de données basé sur des technologies .net. • Vous faites matcher les besoins business et les besoins clients, tout en gardant en tête les best practices en termes de scalabilité et de disponibilité. • Contribuer à la feuille de route de l’ingénierie en préconisant des mises à niveau, des mises à jour techniques et de nouvelles versions. • Per programming et mise en place de solutions techniques pour assurer la continuité des activités. • Rechercher, suggérer et mettre en œuvre les best practices et pratiques conformes aux normes modernes de l’industrie. • Produire des rapports de KPI ad hoc ou réguliers pour la consommation interne et client. • Fournir la documentation technique, la formation interne, le support aux demandes d’opérations internes liées à l’usine. • A termes, encadrer d’autres ingénieurs pour s’assurer qu’ils possèdent les compétences nécessaires requises.ProfilTitulaire d’un Bac+5 en informatique, vous avez au minimum 3 ans d’expérience en développement full stack C#/.net – Javascript.Vous maîtrisez les environnements suivants : • C€ – .net framework • Front : Javascript • Selenium • Outils de versionning GIT • CI/CD – Jenkins/ Azure / DevOps • Serveurs Cloud : Idéalement Azure et Databricks • Expérience en conception, construction et exploitation de systèmes logiciels dans le Cloud, ainsi que des architectures Micro Services. • Bases de données : PostGreSQL • Méthodologies Agiles/ Scrum • Idéalement, vous avez des connaissances en PythonVous avez un niveau d’anglais courant, vous permettant de travailler au quotidien avec des interlocuteurs non francophones.Votre autonomie et votre capacité d’analyse de situations complexes alliées à votre curiosité font de vous le candidat idéal pour ce poste. Vous êtes passionné de technologies en globalité, notamment sur des problématiques Big Data, et votre esprit d’entrepreneur ne freine en rien celui d’équipe. Vous avez une sensibilité marquée pour le produit sur lequel vous travaillez et savez gérer les problématiques face à tout type de client. Vous êtes pragmatique et force de proposition et souhaitez-vous inscrire dans la durée au sein d’une société en plein essor.

Approach People Recruitment • Paris, France


Software Engineer - Game Publishing - REMOTE

Our Client is seeking a Remote Software Engineer - Game Publishing. Role Description The & Online Products organization is home to 300+ superpowered engineers, program managers, and designers focused on the technology that powers our Entertainment games. Whether you’re playing one of our titles, chatting with friends, or just shopping online, B&OP ensures that our players are immersed in engaging, exciting, and secure experiences. The Game Services Group develops the software, services and infrastructure that keeps millions of players online simultaneously worldwide, 24 hours a day, 365 days a year. When a player logs in, sends a friend request, a whisper, or a chat within one of our rich virtual worlds, Game Services powers these capabilities. When you use voice chat, check your profile statistics, or create a new social group, we are the team that makes those things possible. From Overwatch to Hearthstone, StarCraft 2 to Diablo 3, World of Warcraft to Heroes, regardless of the game, time zone, or scale, Game Services is ready to answer the call with effectiveness and professionalism, acting as the central pillar to supercharge all player engagement • Work with a small and talented team to develop scalable, highly performant platform services • Implement new features and services to support the needs of multiple teams • Participate in the ongoing effort to improve our platform infrastructure, with the goal of achieving ever increasing service availability • Perform research to acquire new knowledge necessary to perform assigned tasks and maintain a process of technological evolution • Develop unit and integration test code to validate service reliability Skills & Requirements • A degree in computer science, or a related field • A minimum of 3 years of relevant work experience • Ability to work in a collaborative environment • Excellent communication skills • Advanced understanding of C++ • Strong data-structure, logic, and algorithm skills • Experience with protocol and API design • Self-motivated • A desire to help make the service the best that it can be for our players Advantages • Proficient in at least one scripting language such as Python • Prior development work on distributed systems and client/server architectures • Experience with performance analysis and code optimization • Linux development experience (server applications, gdb debugging, etc.) • Knowledge of network and server security issues • Database development experience (MySQL, Oracle, Cassandra, etc.) • Enthusiastic about supporting a live service Top Skills: • C++ • Python • Kubernetes • Docker • Cloud

HAYS PLC • Los Angeles, U.S.


Guidance Navigation & Ctrl Engineer

The GNC Engineer will Design, develop, implement, verify and test algorithms and software and simulation tools to perform guidance, navigation and control of marine vehicles.Yamaha Motor Corporation, U.S.A. is a growing and dynamic organization with superb products that include motorcycles, outboard motors, ATVs, personal watercraft, snowmobiles, boats, power assist bicycles, outdoor power equipment, race kart engines, golf cars, accessories, apparel, and much more! We are a company of enthusiasts and have passion for our products!Yamaha has an excellent opportunity for an Perception Software Engineer to join our Marine team in Kennesaw GA. Job Summary (outline in one to three sentences the overall responsibilities of the role):The GNC Engineer will Design, develop, implement, verify and test algorithms and software and simulation tools to perform guidance, navigation and control of marine vehicles. Guidance functions include the formulation of specific equations to achieve a desired position and orientation. Control design consist of the development of the control laws and software requirements to ensure stable, robust and comfortable navigation. Candidate will work with a world-class engineering team focusing on marine robotics and autonomy.Essential Job Duties / FunctionsWork with software engineers to develop and maintain simulation environment for watercraftCo-develop a formal system identification pipeline for multiple boat and engine configurationsPrototype and test algorithms in simulation, then implement on a real system.Work cross-functionally with technical teams to execute functional testing, system integration verification and performance checks through automated simulation and sea trials.Test, debug, and maintain reliable, safe, and production quality codeParticipate in water testing, document and communicate bugs and issues encountered during testing.Find new ways to explore the water and create amazing experiences on the water for our customersParticipate as a multi-disciplinary engineering team member including team meetings, stand-ups, quality reviews, code reviews.Note: Additional information can be added as an Appendix.Decision-Making Responsibility (describe the degree of autonomy and authority in project/work activities and supervision expectations)This candidate will work under supervision from Autonomy Software EngineerQualifications (minimum and preferred experience, education, and/or certifications required to perform the role):MS or PhD degree in aerospace, physics or an engineering discipline with 3+ years of relevant experience5+ years of experience in C++ and Python software development3+ years of experience developing autonomy software in complex integrated dynamic hardware applications. e.g., path planning, obstacle avoidance, sensor fusion, map building, etc.Experience developing Matlab Simulink modelsFamiliarity with Linux environment and version control (Git)Experience implementing and deploying control laws in physical systems, maneuver regulation, filtering, fault managementStrong understanding of classical dynamics, modeling and simulation, and software developmentAbility to work in a fast-paced, autonomously driven, and demanding atmosphereExcellent communication skills both written and verbalMust be willing to travel and work extended hours as neededUnderstanding of agile software development methodology.Experience collaborating with other functional teams to seamlessly integrate software and hardware systems.Passion for advancing the marine industry

Yamaha Motor Co. USA • Kennesaw, U.S.


Lead Data Platform Engineer

We are looking for our first fully-dedicated Data Platform Engineer to collaborate with our growing team of Data Scientists and Analysts. As the lead data platform engineer you will be responsible for architecting our next gen data processing applications and reporting systems. Being the first dedicated data platform engineer, you will have the opportunity to build wholly new systems and services. We have some of the foundational elements in place for a modern data stack (Redshift, dbt, Segment, Kubernetes, Docker, Airbyte, Mode) and an active data science practice. We are looking for someone who can determine the next phase of the roadmap for the data platform and to lead us in building it -- for example, when do we want a different orchestration tool? When should we look to be less dependent on our current (3rd party) libraries for client app event tracking? We are looking to invest in ensuring that the core infrastructure on which all of our research depends is scalable, tested, robust, and able to evolve to meet our constantly changing data science needs. We are looking for a lead engineer who enjoys being product-minded in the sense that they own a product from beginning to end by designing, constructing, integrating, testing, documenting, and supporting their creations. Location: Cambridge, MA San Francisco, CA - NYC Compensation: Includes competitive salary, company stock options and health benefits. REMOTE UNTIL JANUARY 2022 then partial remote/office after. As a lead data platform engineer you will be responsible for: Designing, building, and supporting our next gen data processing applications and reporting systems through some combination of Python, Ruby, SQL, R, Go, and determining what tools we should build and what tools we should buyFollowing software engineering development practices for building scalable and highly secure applications / servicesCrafting optimal data processing architecture and systems for new data and ETL pipelines and driving the recommendation for improvements and modifications to existing data and ETL pipelines. (While you will certainly contribute to production ETL workflows, we expect you to spend more time building the tools and systems to enable data scientists, analysts, and other engineers to build the majority of the workflows.)Collaborating with infrastructure teams to improve data processing CI / CD practicesEvangelizing high quality data engineering practices towards building data infrastructure, pipelines at scale and fostering the next-gen state of art data warehouseAnalyzing extremely large data sets (tens of millions to billions of records) to identify, evaluate and prioritize new opportunities to grow and optimize the business through analytics and data science A strong candidate should be: Highly proficient in SQLFamiliar with Python, Ruby, and/or Golang, and should have deep proficiency with at least one of those languages.Experienced working with data pipelines in a cloud-native environment (bonus points for AWS experience)Able to write, test, ship, and maintain clean production code within a collaborative and version-controlled (git) codebase.

Craft Recruiting • San Francisco, U.S.