Full-Time

Principal AI Engineer

Posted on 8/28/2024

SonderMind

SonderMind

501-1,000 employees

Connects clients with licensed therapists

Consumer Software
Healthcare

Compensation Overview

$160k - $190kAnnually

Senior, Expert

Denver, CO, USA

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI & Machine Learning
Required Skills
LLM
Python
Tensorflow
Keras
Pytorch
Machine Learning
Natural Language Processing (NLP)

You match the following SonderMind's candidate preferences

Employers are more likely to interview you if you match these preferences:

Degree
Experience
Requirements
  • Advanced degree in Computer Science, AI, or a related field
  • Extensive experience in AI/ML engineering
  • Proven track record of leading AI projects in top-tier tech companies
  • Mastery of programming languages such as Python
  • Mastery of AI frameworks like TensorFlow, PyTorch, and Keras
  • Deep understanding of generative models, NLP, and AI infrastructure
  • Strong leadership and mentoring abilities
  • Excellent problem-solving skills
  • Collaborative mindset
  • Ability to communicate complex AI concepts to non-technical stakeholders
  • A deep commitment to using AI to transform mental healthcare and improve lives
Responsibilities
  • Lead the design and implementation of AI agents and agentic patterns to enhance mental health solutions
  • Develop and optimize LLM workflows, balancing techniques such as many-shot in-context learning and fine-tuning
  • Evaluate and select appropriate LLMs for various tasks, ensuring high performance and reliability
  • Translate product requirements into comprehensive evals sets and processes, ensuring alignment with business goals and user needs
  • Establish and promote best practices in state-of-the-art prompt engineering
  • Cultivate a culture of continuous learning by encouraging the team to regularly review and discuss the latest research papers
  • Build scalable and reusable AI infrastructure to support multiple teams and projects
  • Establish and maintain robust AI/ML Ops practices to ensure efficient deployment and monitoring of AI systems
  • Collaborate with cross-functional teams to align AI initiatives with product goals and user needs
  • Mentor and guide junior engineers, fostering a culture of innovation, evals and continuous learning
Desired Qualifications
  • Experience with low-level programming in C++ and Rust is a plus

SonderMind connects individuals seeking therapy with licensed therapists to improve access to mental health services. The company uses a digital platform to match clients with therapists based on their specific needs, such as anxiety or depression. This matching process ensures clients find the right support while therapists benefit from a streamlined system for managing appointments and billing, allowing them to focus on care. SonderMind generates revenue through client fees and insurance reimbursements, as it partners with major insurance providers. The goal is to make mental health care more accessible and efficient for both clients and therapists.

Company Stage

Series C

Total Funding

$178.2M

Headquarters

Denver, Colorado

Founded

2014

Growth & Insights
Headcount

6 month growth

-2%

1 year growth

-3%

2 year growth

-2%
Simplify Jobs

Simplify's Take

What believers are saying

  • Acquisition of Mindstrong's assets enhances data analytics capabilities.
  • Total Brain acquisition expands mental wellness engagement beyond traditional therapy.
  • Growing mental health app market offers significant growth opportunities for SonderMind.

What critics are saying

  • Increased competition from well-funded rivals like Lyra Health and Spring Health.
  • Recent layoffs may indicate financial instability or integration challenges.
  • Modest Series F funding may limit rapid scaling and competitive edge.

What makes SonderMind unique

  • SonderMind offers a digital platform for personalized client-therapist matching.
  • The company is in-network with major insurance providers, enhancing accessibility.
  • SonderMind integrates neuroscience applications to improve mental health engagement.

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Benefits

Health, vision, & dental

PTO

INACTIVE