Anthropic

Research Engineer, Tokens (Pre-training)

San Francisco, California, United States

Anthropic Logo
$280,000 – $425,000Compensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, ResearchIndustries

Requirements

Candidates should possess significant software engineering experience and a Bachelor's degree in a related field or equivalent experience. Strong candidates may have experience with high performance, large-scale ML systems, language modeling with transformers, large-scale ETL, designing ML experiments and researching ML fundamentals, and inspecting and iterating on data.

Responsibilities

The Research Engineer will be responsible for pretraining data research, including understanding pretraining data trends and scaling laws, optimizing pretraining data mixes, investigating potential new sources of data, building research tools to better understand experimental results, and figuring out how to process and use pretraining data most effectively. They may also be involved in comparing the compute efficiency of different datasets, creating multimodal datasets, scaling data processing jobs, designing research tools, and creating interactive visualizations of semantic clusters in training data.

Skills

Software Engineering
Large-scale ML systems
Language modeling
Transformers
ETL
ML experiments
Data analysis
Data processing
Visualization

Anthropic

Develops reliable and interpretable AI systems

About Anthropic

Anthropic focuses on creating reliable and interpretable AI systems. Its main product, Claude, serves as an AI assistant that can manage tasks for clients across various industries. Claude utilizes advanced techniques in natural language processing, reinforcement learning, and code generation to perform its functions effectively. What sets Anthropic apart from its competitors is its emphasis on making AI systems that are not only powerful but also understandable and controllable by users. The company's goal is to enhance operational efficiency and improve decision-making for its clients through the deployment and licensing of its AI technologies.

Key Metrics

San Francisco, CaliforniaHeadquarters
2021Year Founded
$11,482.1MTotal Funding
GROWTH_EQUITY_VCCompany Stage
Enterprise Software, AI & Machine LearningIndustries
1,001-5,000Employees

Benefits

Flexible Work Hours
Paid Vacation
Parental Leave
Hybrid Work Options
Company Equity

Risks

Ongoing lawsuit with Concord Music Group could lead to financial liabilities.
Technological lag behind competitors like OpenAI may impact market position.
Reliance on substantial funding rounds may indicate financial instability.

Differentiation

Anthropic focuses on AI safety, contrasting with competitors' commercial priorities.
Claude, Anthropic's AI assistant, is designed for tasks of any scale.
Partnerships with tech giants like Panasonic and Amazon enhance Anthropic's strategic positioning.

Upsides

Anthropic's $60 billion valuation reflects strong investor confidence and growth potential.
Collaborations like the Umi app with Panasonic tap into the growing wellness AI market.
Focus on AI safety aligns with increasing industry emphasis on ethical AI development.

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