Substack

Artificial Intelligence (AI) Engineers

Singapore

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Not SpecifiedCompensation

Junior (1 to 2 years)Experience Level

Full TimeJob Type

UnknownVisa

Information Technology & ServicesIndustries

Requirements

Candidates should possess proficiency in programming languages such as Python, R, or Java, along with hands-on experience with AI frameworks like TensorFlow, PyTorch, or scikit-learn. Strong knowledge of data preprocessing, feature engineering, and model evaluation metrics is required, as is expertise in at least one domain including Natural Language Processing (NLP), Computer Vision, Reinforcement Learning, or Generative AI. Familiarity with cloud platforms like AWS, Google Cloud, or Azure for model deployment, combined with a solid grasp of mathematics and statistics, is also necessary.

Responsibilities

The AI Engineer will develop, train, and deploy machine learning (ML) and deep learning models to address industry-specific challenges, designing scalable data pipelines and preprocessing datasets for training and inference. They will collaborate with cross-functional teams to integrate AI models into existing systems, conduct error analysis, and improve models to address bias, fairness, and explainability. Furthermore, the AI Engineer will research and implement state-of-the-art algorithms and document technical processes and results to ensure knowledge sharing within teams.

Skills

Python

Java

TensorFlow

PyTorch

scikit-learn

Data Preprocessing

Feature Engineering

Model Evaluation

Natural Language Processing

Computer Vision

Reinforcement Learning

Generative AI

AWS

Google Cloud

Azure

Mathematics

Statistics

Linear Algebra

Probability

Optimization

Problem-Solving

Critical Thinking

Communication

Substack

Digital publishing platform for subscription-based content

About Substack

Substack is a digital publishing platform that connects writers and readers. It allows creators, such as authors, journalists, and chefs, to share their work through newsletters, blogs, podcasts, and videos. Creators can set their own subscription fees, ranging from $5 to $27 per month, enabling them to earn money directly from their content without relying on traditional publishing or advertising. Substack handles administrative tasks, billing, and technical support, allowing creators to focus on their writing. The platform also helps creators grow their audience, as a significant portion of new subscriptions comes from within the Substack network. Substack earns revenue by taking a percentage of the subscription fees, aligning its success with that of its creators. The goal of Substack is to empower creators to monetize their work while providing the necessary tools for managing and expanding their subscriber base.

Key Metrics

San Francisco, CaliforniaHeadquarters

2017Year Founded

$97.5MTotal Funding

ANGELCompany Stage

Consumer Software, EntertainmentIndustries

1,001-5,000Employees

Risks

Enterprise offering may lead to competition with established solutions, straining resources.

Elon Musk's acquisition interest could cause market speculation and investor instability.

Integration with Polymarket may expose Substack to reputational risks and regulatory scrutiny.

Differentiation

Substack empowers creators with a subscription-based model, bypassing traditional revenue streams.

The platform offers built-in marketing, aiding creators in growing their subscriber base.

Substack's tools support diverse content, including newsletters, blogs, podcasts, and videos.

Upsides

Spotify integration broadens podcasters' reach, potentially boosting subscribers and revenue.

Mobile editor launch enhances accessibility, increasing content output and engagement.

Enterprise offering partnership with The Free Press opens new revenue streams for Substack.

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