\nMatterport seeks an enthusiastic Sr. Manager of ML Production Engineer to join our Vision & Learning team. You’ll be responsible for leading and managing the ML Production Engineering function and engineering team responsible for Matterport’s 3D reconstruction pipeline. The ideal candidate is an individual who thrives in dynamic environments orchestrating high talent engineers to optimize ML Ops and Dev Ops for new and existing capabilities. You will collaborate with machine learning engineers and data scientists to design and implement efficient and scalable machine learning pipelines, monitoring and testing frameworks, and data management processes. You will work with software engineers to ensure the seamless integration of machine learning models into our applications and services.  This position will report to the Software Vice President for Vision & Learning.   \n\n\n\nWhat you will do:\n* Bring technical experience & leadership to critical systems including Cloud Architecture, Machine Learning Operations, back-end Software Engineering, and Distributed Systems.\n* Work cross-functionally to establish product definition and design as new capabilities are brought from development into production.\n* Lead and manage cross-functional engineering projects with multiple stakeholders, with regular reporting to executive stakeholders.\n* Lead by example as a working manager with strong hands-on engineering fundamentals.\n* Work closely with internal and contracted data providers in development of dataset for training production networks as well as development networks.\n* Lead and manage senior engineers empathically; maximizing high talent individuals in dynamic product environments.\n* Work with cross-functional teams across Product, Sales, Customer Success and Business Development\n* Advocate for new technical architecture and innovation \n* Implement and refine development and cross-functional processes\n* Hire, mentor, lead, and coach senior and principal engineers to meet their full potential\n* Act as a leader for implementing best-practices across the organization\n\n\n\n Who you bring:\n* Master’s degree in Computer Science, Electrical Engineering, or related field, or equivalent experience.\n* 5-8+ years of experience in software engineering, Dev Ops & ML Ops, or related fields.\n* Strong proficiency in Python and experience with machine learning frameworks such as TensorFlow, PyTorch, MMdetection, Detectron and, Pytorch Lightning.\n* Strong knowledge of machine learning pipelines and workflows for training, validation, and deployment of models, e.g. Experience with containerization and orchestration tools such as Docker, Kubernetes, Kubeflow, MLFlow.\n* Strong experience with AWS cloud services\n* Strong knowledge of data management processes for large-scale machine learning datasets.\n* Experience with DevOps and Infrastructure as Code (IaC) tools such as Terraform, Ansible, or CloudFormation.\n* Strong knowledge of software engineering best practices, including version control, testing, and deployment.\n* Experience with model quantization, distillation or other compression techniques.\n* Excellent communication and collaboration skills.\n\n\n\nNice to Have:\n* Master's degree or PhD in Computer Science, or related field\n* Strong knowledge of C++\n* Experience with 3D graphics, computer vision, point clouds, or spatial data\n* Experience with data streaming and real-time processing frameworks such as Kafka\n* Experience with ML dataset management tooling, such as Activeloop Deeplake.\n* Experience with database technologies such as PostgreSQL, MySQL, or MongoDB.\n* Experience with big data technologies such as Snowflake, Spark, or Hive.\n* Experience with model interpretability and explainability techniques.\n* Experience with building and deploying machine learning models on edge devices or IoT devices\n\n\nWe want to hear from you! We are looking to build the best team of people who will be empowered to do their best work. If you have what it takes, but don’t necessarily meet every bullet in the job description we encourage you to apply.\n\nThe US base salary range for this full-time position is $160,000 to $294,100 + bonus + equity + benefits. Our salary ranges are determined by role, level, and location. The range displayed on each job posting reflects the minimum and maximum target for new hire salaries for the position across all US locations. Within the range, individual pay is determined by work location and additional factors, including job-related skills, experience, and relevant education or training. Your recruiter can share more about the specific salary range for your preferred location during the hiring process.\n\nPerks & Benefits\n* Comprehensive health plans* – 100% of premiums covered for employees & 88% of dependent premiums for US employees\n* Flexible Time Off for Exempt Employees/Generous PTO plan for Non-Exempt Employees – Take time to rest, relax and explore! Plus we offer Summer Fridays!\n* 401k,  Company ownership in the form of RSU’s & ESPP Program\n* Medical and retirement benefits vary by Country \n* For more detail visit www.matterport.com/careers \n\n\n\n\n\n\nBelief in Diversity\n\n\nAt Matterport, we don’t just accept differences, we celebrate them and recognize the value they bring to our customers and employees. Matterport is proud to be an equal opportunity workplace and works to create and support diversity at Matterport. Equal opportunity and consideration are afforded to all qualified applicants and employees. We won’t unlawfully discriminate on the basis of gender, identity or expression, race, ethnicity, religion, national origin, age, sex, marital status, physical or mental disability, veteran status, sexual orientation, and any other category protected by law. We are committed to providing employees with a work environment that provides a sense of inclusion and belonging and is free of discrimination and harassment. We also consider all qualified candidates regardless of criminal histories, consistent with legal requirements.\n\n\nMatterport is likewise committed to working with and providing reasonable accommodation to all qualified applicants and employees with disabilities in accordance with the American Disabilities Act\n\n\nFor more information regarding how Matterport collects and uses personal information, please review our Privacy Policies. https://matterport.com/privacy-policy\n\n \n\n#Salary and compensation\n No salary data published by company so we estimated salary based on similar jobs related to Design, Python, Testing, DevOps, Education, Cloud, Senior and Engineer jobs that are similar:\n\n $50,000 — $80,000/year\n
\n\n#Benefits\n 💰 401(k)\n\n🌎 Distributed team\n\n⏰ Async\n\n🤓 Vision insurance\n\n🦷 Dental insurance\n\n🚑 Medical insurance\n\n🏖 Unlimited vacation\n\n🏖 Paid time off\n\n📆 4 day workweek\n\n💰 401k matching\n\n🏔 Company retreats\n\n🏬 Coworking budget\n\n📚 Learning budget\n\n💪 Free gym membership\n\n🧘 Mental wellness budget\n\n🖥 Home office budget\n\n🥧 Pay in crypto\n\n🥸 Pseudonymous\n\n💰 Profit sharing\n\n💰 Equity compensation\n\n⬜️ No whiteboard interview\n\n👀 No monitoring system\n\n🚫 No politics at work\n\n🎅 We hire old (and young)\n\n
\n\n#Location\nUnited States

\n\n \n \n \n\n\n\n\nThe data science community is diverse in skill sets, objectives, and preferences for tools and workflows. Through our innovative visualization tools and software, we enable the creation, analysis and sharing of data-driven insights across the globe. As a member of Plotly’s Engineering team, you will be part of a group that is passionate about solving complex problems and enabling a seamless user experience. Our team thrives on autonomy, collaboration, continuous learning, and pushing the boundaries of what's possible in the data viz space. As a member of our team, you will have the opportunity to work on cutting-edge technologies and contribute to innovative solutions that empower our customers to make data-driven decisions. You'll be working with a diverse team of experts across the organization who are committed to excellence and thrive in a fast-paced, dynamic environment.\n\n \n\n\n \n\nWe are seeking a highly skilled and experienced Senior Software Developer in Test (SDET) to join our dynamic team. As a Senior SDET, you will play a critical role in ensuring the quality and reliability of our products through the design, development, and execution of comprehensive automated testing strategies. You will collaborate closely with cross-functional teams, including developers, product managers, and quality assurance engineers, to identify areas for increasing our automated test coverage and enhance the overall software development process.\n\nThe technologies you would be working with include: \n\n\n* Cypress\n\n* JavaScript/TypeScript\n\n* React\n\n* Python\n\n* NestJS\n\n* Kubernetes for infrastructure orchestration\n\n* Cloud Providers: AWS, Azure, GCP (consumer and enterprise-level solutions) \n\n\n\nResponsibilities:\n\n\n* Design, develop, and maintain automated test scripts and test suites for functional, performance, and regression testing for APIs, Platform and UI software components.\n\n* Create detailed, comprehensive, and well-structured test plans, and test cases.\n\n* Test existing current products to identify, isolate, and track defects.\n\n* Perform manual tests, when necessary, to maintain a balanced approach alongside automated testing.\n\n* Ensure products meet business and technical requirements, customer expectations as well as performance and reliability standards.\n\n* Contribute to the strategic planning of Plotly's overall product testing strategy.Serve as a knowledgeable resource for testing automation, providing training and technical guidance to team members as needed.\n\n* Actively participate in code reviews, design discussions, and project planning meetings.\n\n* Use your creativity, curiosity, and resourcefulness to increase the quality at Plotly.\n\n* Block software releases if they don’t meet your standards (don’t worry, we’ll have your back!)\n\n* Help cultivate an environment of exceptional software quality. Educate and help others understand why they’ll soon love product quality as much as you do.\n\n* Train, mentor and educate fellow team members.\n\n\n\nJob Requirements:\n\n\n* Bachelor's degree in computer science or a related field.\n\n* 5+ years of related professional experience as a software developer or software developer in test\n\n* Proficient in writing test cases, developing automated scripts, and utilizing automation tool frameworks and maintaining test data sets.\n\n* Experience with load and performance testing including design, development, implementation and reporting.\n\n* Familiarity with  working in a containerized (Docker, Kubernetes) environment. \n\n* Experience with test automation frameworks and scripting programing languages such as Cypress, JavaScript and TypeScript.\n\n* Experience in testing API / Restful services.\n\n* Excellent organizational skills to handle multiple tasks within project timelines.\n\n* Effective communication skills for collaborating with cross-functional teams.\n\n* Demonstrates a strong passion for continuous learning and staying updated with emerging technologies, industry trends, and best practices in software testing and quality assurance.\n\n\n\n\nBonus Points \n\n\n* Experience with Python programming language\n\n* Exposure to data science and machine learning concepts.\n\n* Familiarity with Continuous Integration (CI) environments, particularly using Github Actions.\n\n* Knowledge of GitHub, CI, and DevOps practices.\n\n\n\n\nDon’t meet all the requirements, but you feel you would be a great fit to our plot-legion? Don’t hesitate to apply!\n\n \n\n\n \nWhat you can expect from us:\n\n\n\nHealth & Wellbeing\n\n\n* Comprehensive health coverage\n\n* Generous PTO \n\n* Parental leave top-up program\n\n\n\n\n\n\nGrowth & Future\n\n\n* Stock options for all full-time employees\n\n* Learning & development program\n\n* Work alongside a dedicated team \n\n\n\n\n\n\nFlexibility & Community\n\n\n* Remote-first work\n\n* Home office support\n\n* Employee led DE&I resource group\n\n* Plotly Community Forum\n\n\n\n\n\n\n\n\nWhy Plotly?\n\nUnleash your creativity and shape the future of data analytics! \n\nFounded by innovators and driven by our community of users and customers, we eagerly tackle every challenge, from crafting state-of-the-art UI for seamless data interaction to optimizing our graphing libraries and services for highly reliable performance. Our journey has only begun! \n\nWe are a tight-knit and quickly growing team where each member can make an immediate, meaningful impact. We take on complex problems, work hard, and are firm believers in the open-source mission. At Plotly, you'll work alongside a diverse team of first-class engineers, developers, scientists, and builders that challenge the status quo and set a high bar. We encourage each member of our team to explore and expand their skill sets continually, and to approach every problem with curiosity and an open mind. Together, we make it possible for people everywhere to share data and insights that make real impacts in business and around the world.\n\nPlotly is an equal-opportunity employer and does not discriminate on the basis of race, religion, color, sex, gender identity, sexual orientation, age, non-disqualifying physical or mental disability, national origin, veteran status, or any other basis covered by appropriate law. If you require any accommodations, please let us know during the application process. \n\n\n\n \n\nDéveloppeur logiciel sénior en test\n\n \n\nLa communauté de la science des données est diversifiée en termes de compétences, d'objectifs et de préférences en matière d'outils et de flux de travail. Grâce à nos outils et logiciels de visualisation innovants, nous permettons la création, l'analyse et le partage d'informations basées sur les données à travers le monde.\n\nEn tant que membre de l'équipe d'ingénierie de Plotly, vous ferez partie d'un groupe passionné par la résolution de problèmes complexes et par une expérience utilisateur transparente. Notre équipe se nourrit d'autonomie, de collaboration, d'apprentissage continu, et repousse les limites du possible dans le domaine de la visualisation de données. En tant que membre de notre équipe, vous aurez l'opportunité de travailler sur des technologies de pointe et de contribuer à des solutions innovantes qui permettent à nos clients de prendre des décisions basées sur des données. Vous travaillerez avec une équipe diversifiée d'experts à travers l'organisation qui sont engagés à l'excellence et s'épanouissent dans un environnement dynamique et rapide.\n\n \n\n\n \n\nNous sommes à la recherche d'un développeur de logiciels en test (SDET) hautement qualifié et expérimenté pour rejoindre notre équipe dynamique. En tant que SDET senior, vous jouerez un rôle essentiel en garantissant la qualité et la fiabilité de nos produits grâce à la conception, au développement et à l'exécution de stratégies de test automatisées complètes. Vous collaborerez étroitement avec des équipes interfonctionnelles, notamment des développeurs, des chefs de produit et des ingénieurs en assurance qualité, afin d'identifier les domaines dans lesquels il est possible d'accroître la couverture de nos tests automatisés et d'améliorer le processus de développement logiciel dans son ensemble.\n\nLes technologies avec lesquelles vous travaillerez sont les suivantes:\n\n\n* Cypress\n\n* Python \n\n* JavaScript/TypeScript\n\n* React\n\n* NestJS\n\n* Kubernetes pour l'orchestration de l'infrastructure\n\n*  Fournisseurs de cloud : AWS, Azure, GCP (solutions grand public et d'entreprise) \n\n\n\nPrincipales responsabilités:\n\n\n* Concevoir, développer et maintenir des scripts de tests automatisés et des suites de tests pour les tests fonctionnels, de performance et de régression pour les API, la plateforme et les composants logiciels de l'interface utilisateur.\n\n* Créer des plans de test détaillés, complets et bien structurés, ainsi que des cas de test.\n\n* Tester les produits existants afin d'identifier, d'isoler et de suivre les défauts.\n\n* Effectuer des tests manuels, si nécessaire, afin de maintenir une approche équilibrée avec les tests automatisés.\n\n* Veiller à ce que les produits répondent aux exigences commerciales et techniques, aux attentes des clients ainsi qu'aux normes de performance et de fiabilité.\n\n* Contribuer à la planification stratégique de la stratégie globale de test des produits de Plotly. Servir de ressource compétente pour l'automatisation des tests, en fournissant une formation et des conseils techniques aux membres de l'équipe si nécessaire.\n\n* Participer activement aux revues de code, aux discussions sur la conception et aux réunions de planification de projet.\n\n* Vous avez la capacité d'utiliser votre créativité, votre curiosité et votre ingéniosité pour améliorer la qualité de Plotly.\n\n* Bloquer les versions logicielles si elles ne répondent pas à vos critères (ne vous inquiétez pas, nous vous soutiendrons !).\n\n* Contribuer à cultiver un environnement de qualité logicielle exceptionnelle. Sensibiliser et aider les autres à comprendre pourquoi ils aimeront bientôt la qualité des produits autant que vous.\nFormer, encadrer et éduquer les autres membres de l'équipe.\n\n\n\nExigences du poste:\n\n\n* Baccalauréat en informatique ou dans un domaine connexe.\n\n* Plus de 5 ans d'expérience professionnelle en tant que développeur de logiciels ou développeur de logiciels en test.\n\n* Vous maîtrisez la rédaction de cas de test, le développement de scripts automatisés, l'utilisation de cadres d'outils d'automatisation et la maintenance d'ensembles de données de test.\n\n* Expérience des tests de charge et de performance, y compris la conception, le développement, la mise en œuvre et l'établissement de rapports.\n\n* Familiarité avec le travail dans un environnement conteneurisé (Docker, Kubernetes).\n\n*  Expérience des cadres d'automatisation des tests et des langages de programmation de scripts tels que Cypress, JavaScript et TypeScript.\n\n* Expérience dans les tests d'API / services Restful.\n\n* Excellentes compétences organisationnelles pour gérer des tâches multiples dans le respect des délais du projet.\n\n* Compétences de communication efficaces pour collaborer avec des équipes interfonctionnelles.\n\n* Démontre une forte passion pour l'apprentissage continu et se tient au courant des technologies émergentes, des tendances de l'industrie et des meilleures pratiques en matière de tests de logiciels et d'assurance de la qualité.\n\n\n\nAtouts:\n\n\n* Expérience avec le langage de programmation Python\n\n* Exposition à la science des données et aux concepts d'apprentissage automatique.\n\n* Familiarité avec les environnements d'intégration continue (CI), en particulier avec GitHub Action.\n\n* Connaissance de GitHub, de l'intégration continue et des pratiques DevOps.\n\n\n\n\nVous ne répondez pas à toutes les exigences, mais vous pensez que vous seriez un bon candidat ? N'hésitez pas à poser votre candidature!\n\nCe que vous pouvez attendre de nous:\n\n\n\nSanté et bien-être\n\n\n* Couverture santé complète \n\n* Temps libre rémunéré généreux et horaires de travail flexibles \n\n* Programme de complément de congé parental\n\n\n\n\n\n\nCroissance et avenir\n\n\n* Options d'achat d'actions pour tous les employés à temps plein \n\n* Programme d'apprentissage et de développement \n\n* Travailler avec une équipe dévouée\n\n\n\n\n\n\nFlexibilité et communauté\n\n\n* Entièrement à distance \n\n* Soutien au bureau à domicile \n\n* Groupe de ED&I dirigé par les employés \n\n* Forum de la communauté Plotly\n\n\n\n\n\n\n\n \n\nPourquoi Plotly?\n\nLibérez votre créativité et façonnez l'avenir de l'analyse des données! \n\nFondé par des innovateurs et guidé par notre communauté d'utilisateurs et de clients, nous sommes impatients de relever chaque défi, de la conception d'une interface utilisateur pour une interaction transparente avec les données à l'optimisation de nos bibliothèques de graphiques et de nos services pour une performance hautement fiable. Notre voyage ne fait que commencer ! \n\nNous sommes une équipe soudée et en pleine croissance où chaque membre peut avoir un impact immédiat et significatif. Nous nous attaquons à des problèmes complexes, nous travaillons dur et nous croyons fermement en la mission de l'open-source. Chez Plotly, vous travaillerez aux côtés d'une équipe diversifiée d'ingénieurs, de développeurs, de scientifiques et de créateurs de premier ordre qui remettent en question le statu quo et placent la barre très haut. Nous encourageons chaque membre de notre équipe à explorer et à élargir continuellement ses compétences, et à aborder chaque problème avec curiosité et ouverture d'esprit. Ensemble, nous rendons possible le partage de données et d'informations qui ont un impact réel sur les entreprises et le monde entier.\n\n \n\n\n \n\n#Salary and compensation\n No salary data published by company so we estimated salary based on similar jobs related to Design, Python, Testing, DevOps, JavaScript, Cloud, API and Senior jobs that are similar:\n\n $60,000 — $110,000/year\n
\n\n#Benefits\n 💰 401(k)\n\n🌎 Distributed team\n\n⏰ Async\n\n🤓 Vision insurance\n\n🦷 Dental insurance\n\n🚑 Medical insurance\n\n🏖 Unlimited vacation\n\n🏖 Paid time off\n\n📆 4 day workweek\n\n💰 401k matching\n\n🏔 Company retreats\n\n🏬 Coworking budget\n\n📚 Learning budget\n\n💪 Free gym membership\n\n🧘 Mental wellness budget\n\n🖥 Home office budget\n\n🥧 Pay in crypto\n\n🥸 Pseudonymous\n\n💰 Profit sharing\n\n💰 Equity compensation\n\n⬜️ No whiteboard interview\n\n👀 No monitoring system\n\n🚫 No politics at work\n\n🎅 We hire old (and young)\n\n

\nBuild and support self-serve tools for data exploration and analysis. Create and maintain data pipelines that enrich the data lake, data warehouse and drive critical business reports. Ensure data pipelines are robust and fault tolerant in order to have accurate data delivered in a timely manner. Build and maintain data models used by data consumers. Encourage software engineering best practices on the Analytics Engineering team. Coordinate and support data requests. Scale existing software system to meet the extraordinary application demand. Work in a cross-functional team to ensure data quality for all data consumers. Develop testing framework for data products. Build relationships with data consumers in order to ensure data quality across the organization. Analyze user needs and software requirements to determine feasibility of design within time and cost constraints. Lead new initiatives from conception to delivery to bring new features to the Analytics Platform. Work with leadership to identify opportunities that drive business value. Conduct performance tuning, troubleshooting and optimization of data solutions to improve system performance and stability. Stay current with industry trends and technologies and find ways to incorporate them into the Analytics Platform. Be a mentor and resource for colleagues. Position allows telecommuting from anywhere in the U.S. Salary: $139,464 - $191,500 per year. \n \nMinimum Requirements: Bachelor’s degree or U.S. equivalent in Computer Science, Computer Engineering, Information Technology, or a related field plus 5 years of professional experience as Application developer, software developer or any occupation/position/job title involving analytics software engineering. In lieu of a Bachelor's degree plus 5 years of experience, the employer will accept a Master’s degree or U.S. equivalent in Computer Science, Computer Engineering, Information Technology, or a related field, plus 3 years of professional experience as Application developer, software developer or any occupation/position/job title involving analytics software engineering. Must also have experience in the following: 3 years of professional experience performing analytic software engineering (including planning, analyzing, designing, developing, implementing, testing and maintaining software systems or applications); 3 years of professional experience with data modeling and data warehousing concepts; 2 years of professional experience with SQL, including optimizing queries against large data sets on a petabyte scale; 2 years of professional experience with Python 3.x; 2 years of professional experience using big data technologies including Spark, Databricks EMR, Snowflake, Hive, Hudi, Delta, or Hadoop; and 2 years of professional experience writing ETL data workflows.\n \nPlease email resume to: [email protected]. Please specify ad code HDLL\n\n\n\n\n$139,464 - $191,500 a yearFactors such as scope and responsibilities of the position, candidate's work experience, education/training, job-related skills, internal peer equity, as well as market and business considerations may influence base pay offered.\n\nWhy Match Group?\n\n\nOur mission is simple – to help people find love and happiness! We love our employees too and understand the importance of all life's milestones. Here are some of the benefits we are proud to offer: \n\n\nMind & Body – Medical, mental health, and wellness benefits to support your overall health and well-being\nFinancial Wellness – Competitive compensation, 100% employer match on 401k contributions up to 10% (cap at $10,000), as well as an employee stock purchase program to help you feel supported in your financial security\nUnplug – Generous PTO and 18 paid holidays so you can unplug\nCareer – Annual training allowance for professional development and ERG membership opportunities and events so you feel connected and empowered in your work\nFamily – Families come in all shapes and sizes so we offer 20 weeks of 100% paid parental leave, fertility, adoption, and child care resources, as well as pet insurance and discounts  \nCompany Gatherings – We host fun happy hours and company events where our employees get to know each other and build a sense of connection and belonging!\n\n\nWe are proud to be an equal opportunity employer and we value the rich dynamics that diversity brings to our company. We do not discriminate on the basis of race, religion, color, creed, national origin, ancestry, disability, marital status, age, sexual orientation, sex (including pregnancy and sexual harassment), gender identity or expression, uniformed service or veteran status, genetic information, or any other legally protected characteristic.  Period. \n\n\nIf you require reasonable accommodation to complete a job application, pre-employment testing, or a job interview or to otherwise participate in the hiring process, please contact [email protected]. \n\n#Salary and compensation\n No salary data published by company so we estimated salary based on similar jobs related to Design, Python, Testing, Senior and Engineer jobs that are similar:\n\n $50,000 — $110,000/year\n
\n\n#Benefits\n 💰 401(k)\n\n🌎 Distributed team\n\n⏰ Async\n\n🤓 Vision insurance\n\n🦷 Dental insurance\n\n🚑 Medical insurance\n\n🏖 Unlimited vacation\n\n🏖 Paid time off\n\n📆 4 day workweek\n\n💰 401k matching\n\n🏔 Company retreats\n\n🏬 Coworking budget\n\n📚 Learning budget\n\n💪 Free gym membership\n\n🧘 Mental wellness budget\n\n🖥 Home office budget\n\n🥧 Pay in crypto\n\n🥸 Pseudonymous\n\n💰 Profit sharing\n\n💰 Equity compensation\n\n⬜️ No whiteboard interview\n\n👀 No monitoring system\n\n🚫 No politics at work\n\n🎅 We hire old (and young)\n\n
\n\n#Location\nDallas, Texas