Machine Learning Internship, Manipulation at Persona

Houston, Texas, United States

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Not SpecifiedCompensation

InternshipExperience Level

InternshipJob Type

UnknownVisa

Robotics, AIIndustries

Requirements

Courage and grit to tackle some of the hardest problems in embodied AI
Enthusiasm for working collaboratively in a high paced team environment
Experience with deep learning frameworks (Pytorch, JAX, TensorFlow, etc.)
Experience with cloud computing to develop models, manage data, etc. (AWS, Azure, GCP)
Strong understanding of the state of the art research in robot learning (behavior cloning and reinforcement learning for manipulation, world models, etc.)
Understanding of the challenges of deploying neural network models in the real world
Capable of writing high-quality software
Thrive in fast-paced and ambiguous environments
Strong first principles thinker
Preferred or Bonus Qualifications
An advanced degree (Master's or PhD) in computer science, robotics, machine learning, or another related field
Published papers at top ML/Robotics conferences (ICML, ICRA, CoRL, RSS, NeurIPS)

Responsibilities

Work with the ML team to develop and improve machine learning models and the infrastructure
Monitor and evaluate the performance of models in the real world
Collaborate on the design and development of the Persona ML software stack and support its application in manipulation, navigation, locomotion, and perception

Skills

Key technologies and capabilities for this role

Machine LearningDeep LearningPyTorchJAXTensorFlowAWSAzureGCPRobot LearningBehavior CloningReinforcement LearningManipulationCloud Computing

Questions & Answers

Common questions about this position

Is this internship remote or onsite?

The position is onsite.

What compensation and benefits are offered for this internship?

Persona offers competitive compensation, excellent benefits, flexible work environment, and equity opportunities.

What skills are required for the Machine Learning Intern role?

Required skills include experience with deep learning frameworks like Pytorch, JAX, TensorFlow; experience with cloud computing such as AWS, Azure, GCP; strong understanding of robot learning research including behavior cloning and reinforcement learning; and ability to write high-quality software.

What is the company culture like at Persona AI?

Persona values collaborative work in a high-paced team environment, diversity, creativity, continuous learning, and inclusivity, with a commitment to building a team representing varied backgrounds.

What makes a strong candidate for this Machine Learning Internship?

Strong candidates have experience in robot learning projects, courage and grit for embodied AI challenges, thrive in fast-paced ambiguous environments, and bonus qualifications like advanced degrees or publications in top ML/Robotics conferences.

Persona

Identity verification tools for online security

About Persona

Persona focuses on making online identity verification more user-friendly and secure. The company provides businesses with tools to confirm the identities of their users, which helps create a safer online environment. Their products include Web and iOS SDKs that allow companies to easily integrate verification processes into their platforms. These tools operate in two modes: production mode for live data and sandbox mode for testing with sample data. Persona differentiates itself from competitors by emphasizing reliability and uptime, which are critical for businesses that need real-time verification. The company's goal is to humanize the online verification process while ensuring that businesses can trust the identities of their users.

San Francisco, CaliforniaHeadquarters

2018Year Founded

$211.6MTotal Funding

SERIES_CCompany Stage

Enterprise Software, CybersecurityIndustries

201-500Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

401(k) Company Match

Unlimited Paid Time Off

Family Planning Benefits

Professional Development Budget

Wellness Program

Risks

Class action lawsuit for biometric data capture could harm Persona's reputation.

Over-reliance on synthetic data may degrade identity verification accuracy.

Voice fraud and deepfakes challenge traditional identity verification methods.

Differentiation

Persona offers customizable identity verification flows for diverse business needs.

The company integrates advanced link analysis to detect risky user connections.

Persona's Graph solution provides expert-level fraud investigation capabilities.

Upsides

Rising demand for identity verification due to deepfake and voice fraud threats.

INFORM Consumers Act mandates verification, boosting demand for Persona's KYS solution.

Partnership with AtData enhances fraud prevention with email-centric intelligence data.

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