Senior Machine Learning Software Engineer

3 weeks ago


San Francisco, California, United States Dropbox Full time

Role Description

Dropbox is looking for a Machine Learning Engineer to join our User Understanding team. User Understanding team's mission is "to personalize users' journey through Dropbox products and features". The team develops models, systems and features that leverage the massive scale of Dropbox's user base to understand and predict user behavior to optimize the experience at all stages of the user journey at Dropbox. Relevant experience can range from working on a wide-variety of optimization, and classification problems, e.g. segmentation, propensity modeling, text/sentiment classification, click-through rate prediction, collaborative filtering/recommendation, or spam detection.

Responsibilities
  • Design, build, evaluate, deploy and iterate on large scale Machine Learning systems
  • Understand the Machine Learning stack at Dropbox, and build systems that help Dropbox personalize their users' experience
  • Work with Product, Design, Infra and Frontend teams to bring your models, and features to life
  • Work with large scale data systems, and infrastructure
  • Evaluate the performance of machine learning systems against business objectives
Requirements
  • BS, MS, or PhD in Computer Science, Mathematics, Statistics, or other quantitative fields or related work experience
  • 5+ years of experience building Machine Learning or AI systems
  • Strong industry experience working with large scale data
  • Strong analytical and problem-solving skills
  • Proven software engineering skills across multiple languages including but not limited to Python, Go, C/C++
  • Experience with Machine Learning software tools and libraries (e.g., Scikit-learn, TensorFlow, Keras, PyTorch, etc.)
Preferred Qualifications
  • PhD in Computer Science or related field with research in machine learning
  • Experience with one or more of the following: natural language processing, deep learning, bayesian reasoning, recommendation systems, learning for search, speech processing, learning from semistructured data, graph learning, reinforcement or active learning, ML software systems, machine learning on mobile devices


  • San Francisco, California, United States Syntegra Full time

    Syntegra has developed a state-of-the-art method to generate patient-level synthetic dataset for healthcare applications. By utilizing transformer models (like GPT-2 and GPT-3), our synthetic data engine enables us to create realistic equivalents of any healthcare dataset that accurately preserves the analytic characteristics of the original, while...


  • San Francisco, California, United States Cresta Full time

    Who are we?Are you interested in defining how Generative AI will shape the future of work? We are a Silicon Valley Series C startup, spun out of the Stanford AI lab and are co-founded by Sebastian Thrun, co-founder and CEO of Google-X, Waymo, Udacity, Kitty Hawk, and more. Cresta launched in 2020. Since then, we've grown revenue and our team by 300% and...


  • San Francisco, California, United States Imbue Full time

    Summary: As a remote machine learning engineer, you'll work very closely with a senior member of Imbue's research team on cutting-edge deep learning research, infrastructure, and tooling to create general human-like machine intelligence.Example projects: Implement a self-supervised network using contrastive and reconstruction losses.Create a library on top...


  • San Francisco, California, United States Ritual Full time

    About Ritual Ritual is the network for open AI infrastructure. We build groundbreaking, new architecture on a crowdsourced governance layer aimed to handle safety, funding, alignment, and model maintenance.Join us on the journey to decentralize AIAbout the roleWe are looking for a talented and motivated Machine Learning Product Engineer to join our team. In...


  • San Francisco, California, United States Smule Full time

    The Smule mission is to connect people all over the world through the joy of making music at massive social scale. Music is much more than just listening... It's about creating, sharing, discovering, participating, and connecting with people. It is a social network with the power to break down barriers, touch souls and bring people together from all over the...


  • San Francisco, California, United States Block Full time

    Company DescriptionIt all started with an idea at Block in 2013. Initially built to take the pain out of peer-to-peer payments, Cash App has gone from a simple product with a single purpose to a dynamic ecosystem, developing unique financial products, including Afterpay/Clearpay, to provide a better way to send, spend, invest, borrow and save to our 47...


  • San Francisco, California, United States Block Full time

    Company DescriptionIt all started with an idea at Block in 2013. Initially built to take the pain out of peer-to-peer payments, Cash App has gone from a simple product with a single purpose to a dynamic ecosystem, developing unique financial products, including Afterpay/Clearpay, to provide a better way to send, spend, invest, borrow and save to our 47...


  • San Francisco, California, United States Block Full time

    Company DescriptionIt all started with an idea at Block in 2013. Initially built to take the pain out of peer-to-peer payments, Cash App has gone from a simple product with a single purpose to a dynamic ecosystem, developing unique financial products, including Afterpay/Clearpay, to provide a better way to send, spend, invest, borrow and save to our 47...


  • San Francisco, California, United States Fathom Full time

    Fathom is on a mission to use AI to understand and structure the world's medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world's largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider...


  • San Francisco, California, United States Fathom Full time

    Fathom is on a mission to use AI to understand and structure the world's medical data, starting by making sense of the terabytes of clinician notes contained within the electronic health records of the world's largest health systems. Our deep learning engine automates the translation of patient records into the billing codes used for healthcare provider...


  • San Francisco, California, United States Motion Recruitment Full time

    This conversational AI HealthTech startup in SF is looking to bring on a Senior Software Engineer for a full time, hybrid role. They are leveraging generative AI and machine learning to make healthcare more accessible and affordable. Apply today Required Skills & Experience:4-8 YOE professionally Python Cloud (aws, gcp, or azure) Audio and Voice...


  • San Francisco, California, United States Job Board Full time

    By making evidence the heart of security, we help customers stay ahead of ever-changing cyber-attacks. Corelight is a cybersecurity company that transforms network and cloud activity into evidence. Evidence that elite defenders use to proactively hunt for threats, accelerate response to cyber incidents, gain complete network visibility and create powerful...


  • San Francisco, California, United States Imbue (formerly Generally Intelligent) Full time

    In this role you'll work with our researchers to do cutting-edge deep learning research—conducting experiments, creating infrastructure, and developing tooling & visualizations—with the goal of developing more human-like machine intelligence.If interested, apply here or on Work at a StartupExample projectsImplement a self-supervised network using...


  • San Francisco, California, United States Imbue Full time

    Summary: Much of the work done at Imbue is effectively pure software engineering. Their perspective is that even machine learning research ends up being about 90% software engineering, so even without any prior machine learning knowledge, there is plenty to contribute as a normal software engineer. Even most of Imbue's machine learning research tends towards...


  • San Francisco, California, United States Square Full time

    Company DescriptionNOTE: There is a strong preference for this role that candidates live in the San Francisco Bay Area and be open to 1-2 days of in-office work per week in either our San Francisco or Oakland office locations. Block is one company built from many blocks, all united by the same purpose of economic empowerment. The blocks that form our...


  • San Francisco, California, United States Wipro Limited Full time

    Job Description Candidate will program and debug in C on embedded linux platforms. Expected to understand methods of code and processor optimization such as numerical methods. A strong mathematical background is required as work will be done using linear algebra and quaternion math.Required BS in Electrical Engineering Computer Engineering Software...


  • San Francisco, California, United States Block Full time

    Company DescriptionIt all started with an idea at Block in 2013. Initially built to take the pain out of peer-to-peer payments, Cash App has gone from a simple product with a single purpose to a dynamic ecosystem, developing unique financial products, including Afterpay/Clearpay, to provide a better way to send, spend, invest, borrow and save to our 47...


  • San Francisco, California, United States Motion Recruitment Full time

    Sunnyvale, CA, USA / On-site / In-office (?4 days a week)Who we areStarted in 2021, This company is building the best business AI video system on the market. Powered by the next-generation video artificial intelligence, we deliver unprecedented insights and 10x better user experience than the incumbents of the vast but stagnant video security industry. Our...


  • San Francisco, California, United States Block Full time

    Company DescriptionIt all started with an idea at Block in 2013. Initially built to take the pain out of peer-to-peer payments, Cash App has gone from a simple product with a single purpose to a dynamic ecosystem, developing unique financial products, including Afterpay/Clearpay, to provide a better way to send, spend, invest, borrow and save to our 47...


  • San Francisco, California, United States Focal Systems, Inc Full time

    We are a Deep Learning first company.Our mission is to automate and optimize brick and mortar retail using deep learning computer vision.We are looking for smart, creative, and passionate people who want to help build a great and enduring company and deploy Deep Learning to the worldWrite clean, easy-to-understand, robust, testable, reusable, and sustainable...