Risk & Fraud - Machine Learning Engineer

1 month ago


San Francisco CA, United States Cred Protocol Inc. Full time

Improving access to financial resources means quantifying risk. Quantified risk at scale is credit scoring. Cred Protocol's building one of the first decentralized credit scores, a DeFi primitive that unlocks capital-efficient lending and enables under-served communities to access the power of DeFi lending.
We're funded by top crypto investors including AllianceDAO, Volt Capital, Robot Ventures, GSR Markets, DCG Expeditions, SNZ Holding, AngelDAO, imToken and amazing founders and executives from across web2 and web3.
We’re a team of prior founders with successful exits and deep expertise in massively scalable infrastructure, AI, and blockchain with experience spanning Silicon Valley startups and world-class institutions such as Facebook/Meta, Amazon, Deutsche Bank and Cambridge University.
As our first Machine Learning Engineer, you'll help establish a foundation for ML that takes us from initial MVP to scale. Working closely with our data engineering team, you'll design an implement an enterprise-grade machine learning infrastructure focused on credit risk modeling and fraud detection based on blockchain data. You'll be responsible for feature engineering, model training, deployment into production and iteratively testing and improving models over time.
Create credit risk models that correlate on-chain activity with DeFi loan liquidations.
Create fraud detection models that mitigate bad-actors.
Help design and implement our machine learning operations infrastructure that enables us to iterate, improve and streamlines production deployment.
Inform and help prioritize our machine learning platform roadmap.
Communicate and coordinate across related functional areas such as Data Science, Data Engineering, Web3 Engineering (Smart contract and Oracle engineering).
Inform and educate internal and external stakeholders through writing and speaking engagements.
Excited by decentralized finance's potential to rebuild traditional finance on blockchain rails that are fundamentally fairer and more transparent.
3+ years hands-on experience implementing machine learning and deep learning .
3+ years using agile development methodologies.
Bonus] Experience training XGBoost machine learning models + deploying to production.
[Bonus] Experience training Graph Neural Network models.
[Bonus] Hands-on smart contract development (on Ethereum blockchain).
[Bonus] Experience working in fraud detection, lending or credit risk modeling.
Flexible hours.
Visa sponsorship where needed.



  • 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 Jose, United States Hireio, Inc. Full time

    Job DescriptionJob Description• Lead the team to design, build, optimize e-commerce governance algorithm pipeline using NLP/CV/ML to detect and control risks in contents/creators/products/sellers in global markets• Build, expand and manage the global e-commerce governance algorithm team from scratch• Collaborate with strategy team, product managers,...


  • San Jose, California, United States Hireio, Inc. Full time

    • Lead the team to design, build, optimize e-commerce governance algorithm pipeline using NLP/RESUME/ML to detect and control risks in contents/creators/products/sellers in global markets • Build, expand and manage the global e-commerce governance algorithm team from scratch • Collaborate with strategy team, product managers, policy team and ops team...


  • San Francisco, California, United States Cash App Full time

    Job Description The Underwriting & Credit organization’s mission is to redefine credit and liquidity through simple, fair, and accessible credit solutions that build financial health and resilience. This team builds and integrates ML solutions for evaluating customer cash flow risk including risk of default on credit obligations, risk of fraud & abuse of...


  • San Francisco, California, United States Cash App Full time

    Job Description Machine Learning is an integral part of how we design products, operate, and pursue Cash App’s mission to serve the unbanked as well as disrupt traditional financial institutions. Our massive scale and deep trove of transaction data create an endless number of opportunities to use artificial intelligence to better understand our customers...


  • San Francisco, CA, United States OpenAI Full time

    About the teamThe Applied team safely brings OpenAI's technology to the world. We released ChatGPT; Plugins; DALL·E; and the APIs for GPT-4, GPT-3, embeddings, and fine-tuning. We also operate inference infrastructure at scale. There's a lot more on the immediate horizon.Our customers build fast-growing businesses around our APIs, which power product...


  • 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, United States Unreal Gigs Full time

    Job DescriptionJob DescriptionCompany Overview: Welcome to the forefront of machine learning innovation! At our company, we're dedicated to harnessing the power of artificial intelligence to drive real-world impact. Our mission is to develop cutting-edge machine learning solutions that empower businesses and revolutionize industries. Join us and be part...


  • San Francisco, United States Unreal Gigs Full time

    Job DescriptionJob DescriptionCompany Overview: Welcome to the forefront of machine learning innovation! At our company, we're dedicated to harnessing the power of machine learning to solve complex problems and drive transformative change. Our mission is to develop cutting-edge machine learning solutions that empower businesses to make smarter decisions...


  • San Francisco, United States Unreal Gigs Full time

    Company Overview: Welcome to the forefront of machine learning innovation! At our company, we're dedicated to harnessing the power of machine learning to solve complex problems and drive transformative change. Our mission is to develop cutting-edge machine learning solutions that empower businesses to make smarter decisions and achieve their goals. Join us...


  • San Francisco, United States Unreal Gigs Full time

    Job DescriptionJob DescriptionCompany Overview: Welcome to the forefront of machine learning innovation! At our company, we're dedicated to harnessing the power of machine learning to solve complex problems and drive transformative change. Our mission is to develop cutting-edge machine learning solutions that empower businesses to make smarter decisions...


  • San Francisco, United States Unreal Gigs Full time

    Job DescriptionJob DescriptionCompany Overview: Welcome to the forefront of machine learning infrastructure! At our company, we're passionate about pushing the boundaries of artificial intelligence and machine learning. Our mission is to develop robust and scalable infrastructure solutions that empower data scientists and machine learning engineers to...


  • 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, United States Haystack News Full time

    Job DescriptionJob DescriptionHaystack News, the number one destination for news on streaming platforms, is looking for a Machine Learning engineer to join our team. Today Haystack is trusted by over 25 million viewers and is among the fastest-growing TV news companies in the world.BASIC QUALIFICATIONS3+ years of Experience in building large-scale...


  • San Francisco, United States Unreal Gigs Full time

    Job DescriptionJob DescriptionAbout the Company: Our company is at the forefront of space exploration and technology, dedicated to unlocking the mysteries of the universe and making space more accessible. We are pioneering new technologies in spacecraft design, propulsion, and remote sensing, with a focus on sustainable exploration and the utilization of...


  • San Francisco, CA, United States Rain Neuromorphics Inc. Full time

    MACHINE LEARNING ENGINEER Company: Rain Neuromorphics Inc. Location: San Francisco, CA Position Type: Full Time Experience: See below for details Education: See below for details Machine Learning Engineer (San Francisco, CA) - Dvlop, implmt & deploy state-of-the-art on-device learning techniques. Apply quantization techniques on variety of edge learning...


  • Irvine, CA, United States Pacific Premier Bank Full time

    Enterprise Fraud Manager under the direction of the Deputy Chief Risk Officer, is responsible for overseeing and directing the enterprise fraud risk management program. Key responsibilities include fraud risk assessment, fraud detection, coordination of fraud investigations, and collaboration on development of controls to prevent fraud losses. Oversees 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 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, CA, United States Nextdoor Full time

    #TeamNextdoorNextdoor is where you connect to the neighborhoods that matter to you so you can belong. Our purpose is to cultivate a kinder world where everyone has a neighborhood they can rely on.Neighbors around the world turn to Nextdoor daily to receive trusted information, give and get help, get things done, and build real-world connections with those...