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Persona

Software Engineer, Machine Learning

  • +3
  • +4
  • US
    United States
Manifester de l'intérêt pour ce poste
  • +3
  • +4
  • US
    United States

À propos

About Persona

Persona is the configurable identity platform built for businesses in a digital-first world. Verifying individuals and organizations is harder - but more important - than ever, with AI enabling fraudsters to launch sophisticated accounts at scale and regulations evolving rapidly.

We've built Persona to support practically every use case and industry - that's why we're able to serve a wide range of leading companies. For example, Instacart relies on Persona to verify shoppers who onboard onto their platform before delivering groceries to your doorstep. Meanwhile, OpenAI relies on Persona to keep bad actors out, protecting one of the world's most powerful AI platforms from large-scale abuse in a time when AI is reshaping the way we work and live.

We believe that making the internet safer and more human requires a team that reflects the diverse, global nature of the people we aim to serve. We're growing rapidly and looking for exceptional people to join us.

What you'll do at Persona Design, build, and deploy machine learning models for identity verification and fraud prevention Fine-tune large language models (LLMs) to enhance natural language processing capabilities Train and optimize vision models such as CLIP, YOLO and others for image recognition and processing tasks Conduct research in generative AI and deepfake technologies to stay ahead of emerging threats Collaborate with cross-functional teams to integrate ML solutions into our platform Work directly with customers to tailor ML-driven features to their needs Handle all different types of scale-from helping a new startup automate their manual processes to supporting enterprises with their Super Bowl Sunday scale What you'll bring to Persona

Product-thinker : You build machine learning solutions that maximize product value while minimizing complexity. You understand and can resolve tensions between product requirements and engineering design for large-scale ML projects. Innovative mindset : You go beyond implementing what is tasked and suggest new algorithms and models that help push our product forward. You are naturally curious and embrace change. Expertise in ML techniques : You have a strong foundation in machine learning algorithms, deep learning, and computer vision. You stay updated with the latest research and can apply it to solve real-world problems. Independent thinking : You learn from your mistakes quickly and know how to unblock yourself when needed. You take initiative to tackle new problems and drive them to impactful solutions. Collaborative spirit : Collaboration isn't just a buzzword for you; it's your secret to success. You leverage the diverse perspectives of your teammates and sometimes go out of your way to learn other functions to get the job done. Nice to have

2+ years of experience as a machine learning engineer or in a related role Experience with large language models (LLMs) and natural language processing Proficiency in training and tuning vision models like YOLO or CLIP Familiarity with generative AI and deepfake detection technologies Experience with ML frameworks such as TensorFlow or PyTorch Background in computer vision, natural language processing, or related fields Knowledge of cloud platforms and services related to machine learning deployments

$130,000 - $220,000 a year

Compensation & Equity

This salary range is the estimated base salary range. Base salaries are just one component of the total compensation package and are determined by a number of factors such as years of experience, expertise, qualifications and more. In addition to base salary, we offer competitive equity packages that play a big part in recognizing you for the huge impact you will have on helping us achieve our mission. Please note, the salary range is a guideline that is subject to change without notice.

Benefits and Perks

Persona offers a wide range of thoughtful and inclusive benefits for this role, including medical, dental, and vision, 3% 401(k) contribution, unlimited PTO, quarterly mental health days, family planning benefits, professional development stipends, wellness benefits, unlimited paid time off, among others. While we believe competitive compensation and benefits are a critical aspect of you deciding to join us, we do hope you consider why our core values and culture are right for you. If you'd like to better understand what it's like working at Persona, feel free to check out our reviews on Glassdoor.

Diversity, equity, inclusion and belonging

At Persona, we strive to put diversity and inclusion at the forefront of everything we do, reflecting our core values. Our DEIB Employee Resource Group seeks to build a diverse and inclusive team that fosters an environment where each Personerd feels empowered to bring their unique differences to work and achieve their full innovative potential. Our hope is that by fostering such an environment, we strengthen our business and relationships by putting people first.

We strive to promote a culture that celebrates diversity and inclusiveness regardless of, but not limited to, race, gender, sexual orientation, family status, religion, ethnicity, national origin, physical disability, veteran status, or age.

Compétences idéales

  • Machine Learning
  • TensorFlow
  • PyTorch
  • Computer Vision
  • United States

Expérience professionnelle

  • Machine Learning
  • NLP
  • Computer Vision

Compétences linguistiques

  • English