Machine Learning Internship, Manipulation at Persona

Houston, Texas, United States

Apply Now

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

Machine Learning

Deep Learning

PyTorch

JAX

TensorFlow

AWS

Azure

GCP

Robot Learning

Behavior Cloning

Reinforcement Learning

Manipulation

Cloud Computing

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.

Land your dream remote job 3x faster with AI

Try Jobo Free