Full-Time

Applied AI/ML Engineer

Stealth Portco

Updated on 4/20/2024

Heretic

11-50 employees

Venture studio focusing on culture and technology

Venture Capital

Entry

San Francisco, CA, USA

Required Skills

Microsoft Azure

Python

Tensorflow

Data Structures & Algorithms

Pytorch

AWS

Data Analysis

Requirements

Bachelor's or Master's degree in Computer Science, Mathematics, Artificial Intelligence / Machine Learning, or a related field.
1-2 years of professional experience working on applied AI projects, preferably in a product development or research environment.
Strong knowledge of Python, with experience in popular machine learning libraries (e.g., TensorFlow, PyTorch).
Solid understanding of machine learning concepts and algorithms.
Experience with training and fine-tuning AI models and working with large-scale datasets.
Proficiency in data preprocessing, feature engineering, and exploratory data analysis.
Familiarity with cloud platforms (e.g., AWS, Azure, Google Cloud) and experience with deploying AI models in cloud-based environments.
Excellent problem-solving and analytical thinking skills, with a strong attention to detail.
Effective communication and teamwork abilities, with the capacity to work in a fast-paced, collaborative environment.

Responsibilities

Collaborate with cross-functional teams to train and fine-tune machine learning models and systems for consumer-focused ventures.
Fine-tune foundational machine learning algorithms and models for various generative AI applications, including text-to-image diffusion models, large language models, and other emerging generative AI.
Develop multi-model architectures to meet product & business requirements for new venture concepts.
Collect, preprocess, and analyze data to extract meaningful insights and improve the performance of AI models.
Deploy and maintain AI models in production environments, ensuring scalability, reliability, and efficiency.
Stay up-to-date with the latest advancements in AI technologies and research, and apply them to enhance the performance and capabilities of our ventures.
Communicate complex AI concepts and solutions effectively to both technical and non-technical stakeholders.

Overview of Role

Heretic Ventures is seeking an Applied AI/ML Engineer with at least 1-2 years of professional experience to join an early stage generative AI consumer business that Heretic Ventures is launching.

The ideal candidate has strong knowledge of Python, experience with generative AI model training & fine-tuning, and has worked in professional environments with engineering or AI/ML teams. This engineer will participate in the full end to end deep learning pipeline from data collection to model deployment. You’ll wear many hats, but your primary focus will be on making our AI models better (and defining what better means by setting up amazing evaluation metrics).

This is a unique opportunity to help build a billion-dollar company from the ground up while learning from successful repeat entrepreneurs and a stable of powerful and experienced mentors and advisors.

This is a hybrid role with the expectation of 3 days per week in-person in our sunny Presidio, SF office. The position is compensated with salary, benefits, and equity.

About Heretic

Heretic Ventures is a San Francisco-based venture studio ideating and launching new businesses in the creator economy, including those that capitalize on AI/ML technology. Heretic is run by Managing Partner Mariam Naficy, who founded and built the pioneering internet companies Minted and Eve.com. Heretic is backed by household names in Silicon Valley (investors and entrepreneurs), who act as the studio’s advisors both in selecting and in advising companies.

Responsibilities

Collaborate with cross-functional teams to train and fine-tune machine learning models and systems for consumer-focused ventures.
Fine-tune foundational machine learning algorithms and models for various generative AI applications, including text-to-image diffusion models, large language models, and other emerging generative AI.
Develop multi-model architectures to meet product & business requirements for new venture concepts.
Collect, preprocess, and analyze data to extract meaningful insights and improve the performance of AI models.
Deploy and maintain AI models in production environments, ensuring scalability, reliability, and efficiency.
Stay up-to-date with the latest advancements in AI technologies and research, and apply them to enhance the performance and capabilities of our ventures.
Communicate complex AI concepts and solutions effectively to both technical and non-technical stakeholders.

Qualifications

Bachelor’s or Master’s degree in Computer Science, Mathematics, Artificial Intelligence / Machine Learning, or a related field.
1-2 years of professional experience working on applied AI projects, preferably in a product development or research environment.
Strong knowledge of Python, with experience in popular machine learning libraries (e.g., TensorFlow, PyTorch).
Solid understanding of machine learning concepts and algorithms.
Experience with training and fine-tuning AI models and working with large-scale datasets.
Proficiency in data preprocessing, feature engineering, and exploratory data analysis.
Familiarity with cloud platforms (e.g., AWS, Azure, Google Cloud) and experience with deploying AI models in cloud-based environments.
Excellent problem-solving and analytical thinking skills, with a strong attention to detail.
Effective communication and teamwork abilities, with the capacity to work in a fast-paced, collaborative environment.

Nice to Haves

Experience fine-tuning Stable Diffusion models for specific product use cases.
Experience fine-tuning OpenAI GPT models for specific product use cases.
Contributions to open-source AI projects or publications in relevant conferences or journals.

Applicants must be authorized to work for ANY employer in the U.S. We are unable to sponsor or take over sponsorship of an employment Visa at this time.

Heretic is an Equal Opportunity Employer committed to inclusion and diversity. We welcome people of different backgrounds, experiences, abilities and perspectives and will consider all qualified applicants for employment in accordance with all state, local, and federal laws.

Heretic

View

Website

View Company Profile

Heretic Ventures focuses on founding companies at the intersection of culture, commerce, and creators, leveraging disruptive technologies such as AI and machine learning to achieve widespread adoption and competitive advantage. The company's main technologies include generative AI, curation, collaboration, personalization at scale, disintermediation, and the use of AI and blockchain to enhance creative potential.

Company Stage

Seed

Total Funding

$5M

Headquarters

San Francisco, California

Founded

2021

Growth & Insights

Headcount

6 month growth

↑ 13%

1 year growth

↑ 142%

2 year growth

↑ 41%