We’re on a mission to democratize AI by building the definitive AI data development platform. The AI landscape has gone through incredible change between 2016, when Snorkel started as a research project in the Stanford AI Lab, to the generative AI breakthroughs of today. But one thing has remained constant: the data you use to build AI is the key to achieving differentiation, high performance, and production-ready systems. We work with some of the world’s largest organizations to empower scientists, engineers, financial experts, product creators, journalists, and more to build custom AI with their data faster than ever before. Excited to help us redefine how AI is built? Apply to be the newest Snorkeler!

(This role can either be remote or a hybrid role based in Redwood City, Redwood City + San Francisco, or New York City.)

As an Applied Research Scientist, you will innovate and translate cutting edge research into user experiences. If you find yourself thinking about any of these questions:

How to prompt a model like GPT-4 effectively?
How to build a foundation model for a specific domain like medical records?
How to use models like LayoutLM V3 for weakly labeling documents at scale?
How to blend prompt engineering, retrieval augmentation, and fine-tuning to customize models with the least human time and effort?

We would love to hear from you! More broadly you will work on supervision (self-supervised, semi-supervised, weakly supervised etc) and representation learning methods which result in practical tooling for building and maintaining state-of-the-art machine learning models at scale.

Main Responsibilities

Establish and empirically demonstrate the state-of-the-art approaches for data-centric model iteration and analysis
Prototype end-to-end workflows with novel techniques and algorithms, synthesize results, and help to transfer learnings into Snorkel products
Work closely with design partners to validate your work on real-world use cases with measurable impact
Contribute to novel research on topics of interest to Snorkel AI by collaborating with other Snorkel Research scientists and affiliate scientists (academic, government, and industry researchers)
Work a hybrid schedule with one or two days per week in our Redwood City HQ and work remotely with "No Meeting" Tuesdays and Thursdays

Preferred Qualifications

Broad expertise and understanding of AI, NLP, LLM, and generative AI trends.
Experience prototyping, experimenting, and testing with large scale datasets and training deep models.
Experience with standard machine learning frameworks and tools (NumPy, Scikit-learn, Pandas, Pytorch, TensorFlow, etc.) and machine learning cloud infrastructure and accelerators (AWS, Google Cloud, GPUs and TPUs).
Strong technical communication skills and the ability to work in a fast-paced environment.
Experience with developing robust software with excellent coding hygiene and modular design.
The position involves working with problems with no off-the-shelf solutions and requires innovation on-the-fly. Typically a Ph.D. in machine learning or a related area with good publication history would be a good fit for this position. We would also love to hear from people with similar skill sets acquired through other career paths.

We encourage applications from candidates who believe they satisfy many of the preferred qualifications, even if they do not satisfy all.

The salary range for our Tier 1 locations of San Francisco, Seattle, Los Angeles & New York is $160,000 - $210,000. All offers include equity compensation in the form of employee stock options.

#LI-SH1

Be Your Best At Snorkel

Snorkel AI is on a mission to make machine learning practical for everyone, and it starts with building a team that welcomes, represents and gives opportunity to all. We work at the frontier of AI and software engineering, and believe that underrepresented communities need to play a part in shaping the future of these fields. At Snorkel AI, we actively work to create an environment that values end-to-end ownership, diverse forms of impact, and opportunities for personal growth.

Snorkelers are supported by an amazing team and an amazing set of benefits. We offer comprehensive medical, dental, and vision plans for Snorkelers and their families, plus a yearly wellness stipend. Our 401k program lets Snorkelers plan for their future and our parental leave program lets new parents take up to 20 weeks of paid time off. Learn more about these benefits and more — like our workstation setup allowance — on our Careers page.

Snorkel AI is proud to be an Equal Employment Opportunity employer and is committed to building a team that represents a variety of backgrounds, perspectives, and skills. Snorkel AI embraces diversity and provides equal employment opportunities to all employees and applicants for employment. Snorkel AI prohibits discrimination and harassment of any type on the basis of race, color, religion, age, sex, national origin, disability status, genetics, protected veteran status, sexual orientation, gender identity or expression, or any other characteristic protected by federal, state, or local law. All employment is decided on the basis of qualifications, performance, merit, and business need.

We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation.

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This role is remote or based out of the Bay Area or New York City Area.

If you join in the Bay Area, we generally expect in-office time of at least 3 days per week (Monday and Wednesday required). We have two Bay Area locations to work out of - our Redwood City HQ and another office in San Francisco. All Bay Area employees are required to work out of RWC HQ on Wednesdays, but can choose which office best suits their needs otherwise.

If you join in the New York City area, we generally in-office time of at least 3 days per week (Monday and Wednesday required).

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Personal Information Protection Notice for EU and UK Applicants

1. Introduction

Snorkel AI and its subsidiaries and affiliates (“Company” or “We”) [operate/may operate] in many different countries. Some of these countries have laws related to the collection, use, transfer and disclosure of the personal information of individuals, including applicants. We take these obligations very seriously and are committed to protecting the privacy of our current and former applicants.

The purpose of this Personal Information Protection Notice for EU and UK Applicants (“Notice”) is to give applicants who are based in the EU and UK, (“EU and UK Applicants”) information about: what personal information we collect; how we collect, use and disclose that information and the legal grounds for us doing this; and their rights in respect of their personal information.

Snorkel AI is the data controller of your personal information and is responsible for how your personal information is processed.

This Notice does not form part of your application or any future contract of employment and may be updated at any time. We will provide you with a revised Notice if we make any substantial updates. It is important you read this Notice, so that you are aware of how and why we are using your personal information.

2. What Information We Collect About EU and UK Applicants

Before, during and after their application to the Company, including time spent on the Careers section of our website (located at https://snorkel.ai/company/ (“Snorkel Careers”) we may collect and process information about EU and UK Applicants. We refer to such information in this Notice as “EU and UK Personal Information.” We collect the following EU and UK Personal Information:

Personal Details: Name, home contact details (email, phone numbers, physical address) languages(s) spoken, gender, date of birth, national identification number, social security number, disability status, emergency contact information and photograph;
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Any other information you provide to us: such as current salary, desired salary, employment preferences; and
Sensitive Information: EU and UK Personal Information revealing racial or ethnic origin, political opinions, religious or philosophical beliefs, or trade union membership, and the processing of genetic data or biometric data for the purpose of uniquely identifying a natural person, data concerning health or data concerning a person’s sex life or sexual orientation, and criminal conviction data. Data concerning health may include your body temperature, health symptoms and other screening information in connection with the Company’s health and safety plans and protocols, including screening required to access Company offices/facilities and other measures designed to prevent the transmission of COVID-19 or other infectious diseases.

We ask that you avoid submitting Sensitive Information, unless such information is legally required and/or the Company requests you to submit such information.

Any information you submit through the Careers Site must be true, complete and not misleading. Submitting inaccurate, incomplete or misleading information may lead to a rejection of your application during the recruitment process or disciplinary action including immediate termination of your employment. In addition, it is your responsibility to ensure that the information you submit does not violate any third party’s rights.

If you provide us with personal information of a referee or any other individual as part of your application, it is your responsibility to obtain consent from that individual prior to providing the information to us.

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EU and UK Applicants: in person, online, by telephone, or in written correspondence and forms;
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Legal Basis for Processing

We will only use EU and UK Personal Information when the law allows us to. Most commonly, we will use your EU and UK Personal Information in the following circumstances:

where it is necessary in order to take steps at your request prior to entering into an employment contract;
where it is necessary to comply with a legal obligation (including, in respect of Sensitive Information, obligations under employment law) on us; and
where it is necessary for our legitimate interests (or those of a third party) and your interests and fundamental rights do not override those interests. For example, the Company has a legitimate interest in conducting certain background checks on applicants to ensure that it is offering employment to those individuals whom it considers are most likely to be successful when working for the Company.

We may also use your EU and UK Personal Information in the following situations, which are likely to be rare:

where it is necessary to protect your (or someone else's) vital interests (and, in the case of Sensitive Information, where you are incapable of consenting);
where it is necessary for us to defend, prosecute or make a claim against you, us or a third party; and
in the case of Sensitive Information, where you have made the information public.

In particular, we may use your Sensitive Information, such as health/medical information, in order to accommodate a disability or illness during the recruitment process, and reduce the risk of transmission of COVID-19 or other infectious diseases should you be visiting the Company offices, your diversity-related EU and UK Personal Information (such as race or ethnicity) in order to comply with legal obligations relating to diversity and anti-discrimination, and your criminal conviction data only where it is appropriate (given the role for which you are applying) and we are legally able to do so.

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We process EU and UK Personal Information for the following purposes:

Managing Workforce: Managing recruitment and assessing your suitability, capabilities and qualifications for a job with us, processing your application and performing background checks if we offer you a job, such as credit checks, anti-fraud checks and checks to prevent fraud and money laundering;
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There may be more than one purpose that justifies our use of your EU and UK Personal Information in any particular circumstance.

We will only use your EU and UK Personal Information for the purposes for which we collected it, unless we reasonably consider that we need to use it for another reason and that reason is compatible with the original purpose. If we need to use your EU and UK Personal Information for an unrelated purpose, we will notify you and explain the legal basis which allows us to do so.

If you fail to provide certain EU and UK Personal Information when requested, we may not be able to review your application, or we may be prevented from complying with our legal obligations.

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We share EU and UK Personal Information with the following unaffiliated third parties:

Service Providers: Companies that provide products and services to the Company such as human resources services, IT systems suppliers and support and background check providers, recruiters and headhunters, and hosting service providers; and
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The Company may disclose EU and UK Personal Information throughout the world to fulfill the purposes described above. This may include transferring EU and UK Personal Information to other countries (including countries other than where an EU or UK Applicant is based and located outside the European Economic Area (“EEA”) and UK) that have different data protection regimes and which are not deemed to provide an adequate level of protection for EU and UK Personal Information. To ensure that EU and UK Personal Information is sufficiently protected when transferred outside the EEA and UK the Company has put in place protective measures. Further information regarding the Company’s protective measures is available from our Data Protection Officer.

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The Company will take appropriate measures to protect EU and UK Personal Information that are consistent with applicable privacy and data security laws and regulations, including requiring service providers to use appropriate measures to protect the confidentiality and security of EU and UK Personal Information.

Access to EU and UK Personal Information within the Company will be limited to those who have a need to know the information for the purposes described above, and may include personnel in HR, IT, Compliance, Legal, Finance and Accounting. Such personnel will generally have access to EU and UK Applicants’ business contact information such as name, desired position, telephone number, postal address and email address.

The Company has put in place procedures to deal with any suspected data security breach and will notify you and any applicable regulator of a suspected breach of your EU and UK Personal Information where we are legally required to do so.

7. Data Retention

The Company’s retention periods for EU and UK Personal Information are based on business needs and legal requirements. We retain EU and UK Personal Information for as long as is necessary for the processing purpose(s) for which the information was collected, as set out in this Notice, and any other permissible, related purposes. For example, we may retain certain information to comply with regulatory requirements regarding the retention of such data, or in the event a litigation hold is imposed. When EU and UK Personal Information is no longer needed, we [either irreversibly anonymise the data (and we may further retain and use the anonymized information) or] securely destroy the data. [For more information on specific retention periods, please refer to the Company’s Data Retention Policy].

8. Data Accuracy

The Company will take reasonable steps to ensure that the EU and UK Personal Information processed is reliable for its intended use and is accurate and complete for carrying out the purposes described in this Notice.

9. Automated Decisions

The Company does not envisage that you will be subject to decisions that will have a significant impact on you based solely on automated decision-making. The Company will notify you in writing if this position changes.

10. Your Rights

You have the right, in certain circumstances, to object to the processing of your EU and UK Personal Information. You can exercise this right by contacting Liz Sweet, VP of People at liz.sweet@snorkel.ai.

You also have the right, in certain circumstances, to access your EU and UK Personal Information, to correct inaccurate EU and UK Personal Information, to have your EU and UK Personal Information erased, to restrict the processing of your EU and UK Personal Information, to receive the EU and UK Personal Information you have provided to the Company in a structured, commonly used and machine-readable format for onward transmission, and to object to automated decision-making. If you wish to exercise any of these rights, please contact Liz Sweet, VP of People at liz.sweet@snorkel.ai. Please note that certain EU and UK Personal Information may be exempt from such access, correction, erasure, restriction and portability requests in accordance with applicable data protection laws or other laws and regulations.

You also can file a complaint with your local data protection supervisory authority. Please contact Liz Sweet, VP of People at liz.sweet@snorkel.ai for details of the relevant authority.

11. Your Obligations

You should keep your EU and UK Personal Information up to date and inform us of any significant changes to your EU and UK Personal Information.

12. Questions or Complaints

Please contact the VP of People, Liz Sweet at liz.sweet@snorkel.ai with any questions or complaints regarding this Notice or the Company’s privacy practices.

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I acknowledge that I have received a copy of the Company’s Personal Information Protection Notice for EU and UK Applicants and that I have read and understood it.

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Applied Research Scientist - NLP (Senior)

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