Principal Machine Learning Engineer

San Francisco, USA
Full time
Office
Compensation is not specified
Role
Machine Learning Engineer
Description

About Figure

At Figure, we are revolutionizing the financial services industry using blockchain technology. In just five years, we have introduced groundbreaking fintech innovations across multiple sectors, such as loan origination, equity management, private fund services, banking, and payments. Our mission is to bring speed, efficiency, and cost savings to both individuals and institutions. We are proud to be recognized as a global unicorn company, with less than a thousand companies achieving this status.

We foster a creative, team-oriented, and supportive environment where everyone can excel. Our team consists of driven, innovative, collaborative, and curious individuals who love working with groundbreaking technologies. We value an entrepreneurial mindset and a culture of innovation.

Every day at Figure is an opportunity for continuous learning and making a meaningful impact. Join our team of proven leaders who have already generated billions of dollars in value in the FinTech space!

Forbes Top 50 Blockchain Companies Figure Series D Announcement

About the Role

As a member of the AI Engineering team at Figure, you will play a crucial role in our company's development. Utilizing advanced techniques in generative AI, LLMs, machine learning, and cloud platforms, you will streamline, automate, and optimize Figure's operations. If you enjoy collaborating with a talented group of AI and data professionals, challenging one another, and solving interesting problems to drive the company's growth, we encourage you to apply!

What You'll Do

  • Create and enhance generative AI technologies to optimize Figure's processes
  • Train, fine-tune, and deploy LLM solutions using our proprietary data
  • Develop custom models and algorithms for large datasets and establish processes to monitor and analyze their performance
  • Employ data mining and analysis to build and train ML models that enhance customer experiences, customer acquisition, underwriting, and other business outcomes
  • Collaborate with stakeholders throughout the organization to identify opportunities for leveraging AI in business processes
  • Work cross-functionally to deploy AI solutions and track their outcomes

What We Look For

  • 8+ years of hands-on experience building and deploying NLP and ML models in real-world production systems
  • Proficiency in training, fine-tuning, and deploying LLMs
  • Bonus points for experience in Kotlin development or a background in consumer finance
  • Strong problem-solving skills, with the ability to translate real-life problems into an effective model development strategy
  • Blend academic rigor with practicality to rapidly prototype and deliver solutions
  • Proficiency in Python for analysis and modeling
  • Experience with web services (GCP, AWS) and distributed data/computing tools (Ray, Spark, Map/Reduce, Hadoop, Hive, etc.)
  • Excellent communication skills to collaborate effectively with cross-functional teams
  • Ability to thrive in a fast-paced environment

Benefits and Perks

  • Competitive salary and opportunities for growth
  • Company quarterly performance-based bonus
  • Equity stock options package
  • Comprehensive health, vision, dental insurance, and wellness program for employees and their dependents (employer-funded)
  • Employer-funded life and disability insurance coverage
  • Company HSA, FSA, Dependent Care, 401k, and commuter benefits
  • Up to 12 weeks of paid family leave
  • Options for in-office, remote, or hybrid work locations
  • Home office and technology stipend for remote employees
  • Flexible time-off plan to support work-life balance
  • Continuing education reimbursement
  • Routine team swag deliveries!

(Note: Salary range for CO, NY, CA, and WA residents is $176,000 - $220,000/year, and compensation may vary based on individual experience and location)

Depending on your residential location, specific laws may govern how Figure handles applicant data. For California residents, please refer to our California Employee and Prospective Employee Privacy Notice for further information. By submitting your application, you acknowledge that you have read and understood the notice.

Figure does not sponsor work visas for this position. All hires will be required to verify their identity and eligibility to work in the United States, and complete the necessary employment eligibility verification form upon hire.

#LI-SB1

Skills Required
Avatar
Figure
Company size
Not specified
Location
United States
Description
Figure is a financial technology company with the mission of leveraging blockchain, AI and advanced analytics to unlock new access points for consumer credit products that can transform the financial lives of our customers. We provide home equity release solutions, including home equity lines of credit, home improvement loans and home buy-lease back offering for retirement. Concurrently, we are building a blockchain protocol for the origination, custody, trading and securitization of whole loans and other assets. Apply now to join our team.

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Lead the QA team in designing QA test procedures and frameworks.

Supervise the creation of testing documents.

Implement testing procedures and oversee the entire QA process.

Identify and resolve quality issues, making necessary adjustments to test methods.

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Review Quality Assurance reports and identify areas of concern.

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Bachelor's degree in Computer Science, Software Engineering, or a relevant field.

Previous experience as a QA Engineer.

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Detailed understanding of application functions, bug fixing, and testing protocols.

Strong written and verbal communication skills.

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Paris, France
Paris, France
Full time
Hybrid
Join us in our mission to make digital asset accessibility and security available to all individuals.

Established in 2014, we are Ledger, a leading global platform specializing in digital assets and Web3. Our Ledger Nanos safeguard over 20% of the world's crypto assets. With headquarters in Paris and Vierzon, as well as offices in the UK, US, Switzerland, and Singapore, our team of 900+ professionals is dedicated to creating a range of products and services that empower individuals and businesses to securely purchase, store, exchange, expand, and manage crypto assets. This includes our renowned Ledger hardware wallets, with over 6 million units already distributed across 200 countries.

At Ledger, we uphold values that define our uniqueness: Pragmatism, Audacity, Commitment, Trust, and Transparency. Wondering how our employees influence our work? Hear directly from them about their experiences.

As a vital member of our team, you will serve as a Senior Product Manager with a focus on hardware. Your key responsibilities will involve overseeing our product lineup and outlining the product roadmap. This entails spotting new product possibilities, converting them into product specifications, and collaborating with top-notch design, engineering, and production teams to transform these concepts into innovative features and products. You will also explore enhancements with accessories and support the marketing and sales department in promoting special editions.

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Develop product strategies and roadmaps

Identify customer and market needs through leading user research

Analyze competitors and technological advancements

Draft product requirements for Hardware Wallets and establish their accompanying accessories

Enhance user experience while preserving security measures

Coordinate with the OS, SW, and FW teams to craft a compelling user journey

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Proficiency in managing complex consumer electronics products

Demonstrated leadership, decisiveness, and a drive for innovative risk-taking

Excellent communication skills and ability to articulate user requirements

Proven teamwork skills within diverse, multidisciplinary product groups

Previous experience in developing security products and familiarity with the crypto ecosystem

Proficient in English communication

At Ledger, we value diversity and are an equal opportunity employer, welcoming all individuals regardless of gender, ethnicity, religion, sexual orientation, social status, disability, or age.

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Our dedicated Engineering Team at Immutable drives innovation behind the top gaming-centric NFT Trading Ecosystem worldwide. We create seamless user experiences tailored to meet the demands of large-scale web3 games. By tackling cutting-edge technological challenges, we not only solve complex issues but also have a great time doing it.

Flexible in our approach, Immutable welcomes engineers from the Asia Pacific region. We conduct all interviews and onboarding remotely, showcasing our adeptness with global practices. Whether choosing to work from our headquarters in Sydney or a WeWork facility in a major city, we accommodate our employees' preferences and even offer relocation packages to Australia.

Our vision is to bring digital worlds to life, with ambitious plans for global expansion as we strive to be the ultimate NFT ecosystem. 🚀

About The Role 🤔:

As a Senior Software Engineer at Immutable, you will have the opportunity to dive into challenging technical landscapes, lead innovation in blockchain applications, and contribute to the development of scalable, secure on-chain trading systems.

Through our latest release of Immutable zkEVM, which includes a global orderbook supporting robust liquidity across digital markets, we ensure that ecosystem fees are rightly attributed to creators and participants. Joining the Traders team, your focus will be on enhancing the zkEVM orderbook by supporting ERC-1155 orders, bids, metadata orders, and key performance upgrades.

Immutable's mission to amplify the creation and trading potential of unique in-game assets opens doors for engineers adept at solving intricate problems in this dynamic industry. This role is a gateway to contributing to some of the most exciting projects in the world today.

If you are a skilled Senior Software Engineer with a passion for blockchain technology, we invite you to apply for this enriching opportunity.

You’ll Be Empowered To 🎮:

Develop and implement high-performance system architectures for our orderbook

Identify and optimize performance bottlenecks in Immutable's orderbook and trading systems

Integrate on-chain trading technologies and extend settlement contracts to align with Immutable's requirements

Explore a Web3 development environment, with access to workshops and training on blockchain development

Collaborate within a team-driven setting

Operate in an experimental space, refining products based on customer feedback

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We'd Love You To Bring 🤝:

Proficiency in either Go or Typescript; ability to write clean, efficient, and sustainable code

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Prior experience in fast-paced environments with cross-functional responsibilities

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Understanding of blockchain principles, smart contracts, and their impact on system design

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Capability to work autonomously as well as collaboratively in a team

Excellent verbal and written communication skills

Familiarity with cloud-based technologies and services

Immutable is dedicated to supporting its employees across the globe and offers a range of impressive benefits, including competitive salaries, stock options, comprehensive insurance plans, and remote working possibilities. Our commitment to inclusivity and diversity fuels our success, and we strongly encourage applicants from various backgrounds to join us in shaping the future of web3 gaming!

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Data Scientist Engineer (Chatbot - NLP)

Asia +1
Asia +1
Full time
Hybrid
Binance is a global leader in the blockchain industry, providing a range of financial products including the largest digital asset exchange platform. The company's core mission is to advance the adoption of cryptocurrencies and enhance financial freedom. If you seek a dynamic and purpose-driven environment with ample opportunities for growth and learning, Binance is the ideal place for you.

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Conduct research and deploy algorithms in task-based dialogue, open domain QA, and customer service Chatbot areas.

Work on natural language processing tasks such as text classification, NER, semantic understanding, dialogue management, and knowledge graph applications.

Utilize advanced technology to resolve real-world challenges.

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Extensive experience in NLP, including question answering systems, knowledge graphs, etc.

Proficiency in at least one programming language like C/C++, Java, or Python.

Knowledge of general machine learning algorithms, proficient in using TensorFlow, Torch, Caffe, and other deep learning frameworks.

Familiarity with the latest LLM technology and its practical applications.

Stay updated on cutting-edge technology trends, capable of understanding and implementing English resources from international conferences and journals into engineering work.

Possess strong teamwork skills and the ability to collaborate effectively with others.

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Join the forefront of the blockchain ecosystem with ample career advancement possibilities.

Collaborate with a diverse pool of talented individuals in an environment that fosters continuous learning and progression.

Engage in challenging and unique projects within a fast-paced setting.

Operate in a global structure with international teams and a flat organization setup.

Competitive compensation and comprehensive benefits package.

Enjoy flexibility in working hours, remote work options, and a casual dress code.

Learn more about Binance's organizational core values that unite employees, championing collaboration, excellence, and development.

Embark on the journey towards the Web3 revolution by applying today!

Binance upholds equal employment opportunities and acknowledges the significance of a diverse workforce in driving success.

Review and agree to our Candidate Privacy Notice when submitting a job application.

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Chainlink Labs serves as the main developer behind Chainlink, a decentralized computing platform that fuels the verifiable web. Chainlink stands as the recognized standard for granting access to real-world data, offchain computation, and secure cross-chain interoperability across various blockchains. Working closely with leading financial institutions like Swift, DTCC, and ANZ, as well as popular Web3 teams such as Aave, Compound, GMX, Maker, and Synthetix, Chainlink Labs plays a pivotal role in powering verifiable applications for sectors like banking, DeFi, global trade, and gaming.

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Lead the design and implementation of data pipelines supporting real-time monitoring and observability services to identify and alert action requirements.

Provide recommendations to ensure adequate metrics are collected to establish alerts with every new feature release.

Strategize solutions for potential attack vectors, envision failure scenarios, and model them in reproducible test environments, subsequently developing necessary fixes.

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A minimum of 5 years of professional experience as a software developer/DevOps engineer or equivalent.

Proficient experience with Golang.

Essential experience with Kafka.

Knowledge of Apache Pinot preferred but not mandatory.

Extensive understanding of either Go or Kafka Streams apps (including Java/the JVM) considered a bonus.

Experience managing Kafka Connect, Confluent Platform, and/or Kubernetes advantageous.

Familiarity with test-driven development and testing frameworks.

Excellent communication skills, particularly in providing and receiving constructive feedback in a collaborative environment.

Our Stack Golang, Java, Kafka, Postgres, Pinot, Kubernetes, AWS

Desired Qualifications

Practical experience with DeFi products.

Strong interest in blockchain, web3, or decentralization.

All positions at Chainlink Labs are global and remote-based, with a preference for some overlapping working hours with Eastern Standard Time (EST).

Commitment to Equal Opportunity

Chainlink Labs is dedicated to equal opportunities in employment. All qualified candidates are considered fairly in accordance with relevant laws and regulations. In case you require assistance or accommodation due to a disability or special needs during the application process or in recruitment, please reach out to us via the provided form.

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Information gathered as part of your Chainlink Labs Careers profile and any submitted job applications are subject to our Privacy Policy. By applying, you consent to the use and processing of your data as necessary.