Research Engineer, Reinforcement Learning at Harmonic

Palo Alto, California, United States

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Not SpecifiedCompensation

Junior (1 to 2 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

AI & Machine Learning, Data & Analytics, ResearchIndustries

Skills

Key technologies and capabilities for this role

PythonSoftware DevelopmentTestingPyTorchReinforcement LearningFormal MethodsMathematical Theorem ProvingAlgebraGeometryAnalysis

Questions & Answers

Common questions about this position

Is this position remote?

Yes, this is a fully remote position.

What is the salary for this Research Engineer role?

This information is not specified in the job description.

What skills are required for this position?

Required skills include a demonstrated track record in developing novel reinforcement learning systems, strong programming skills in Python with software development and testing experience, experience with deep learning frameworks such as PyTorch, and strong understanding of mathematical concepts including algebra, geometry, and analysis.

What is the company culture like at Harmonic?

This information is not specified in the job description.

What makes a strong candidate for this role?

A strong candidate will have a BS in Computer Science, Mathematics, or related field (MS or PhD preferred), proven RL experience especially in formal methods and theorem proving, publications or open-source contributions, and proficiency in Python, PyTorch, and mathematical concepts.

Harmonic

Data platform for business intelligence

About Harmonic

Harmonic.ai provides a platform that offers detailed information on over 20 million companies and 160 million individuals, primarily serving clients in the business intelligence sector such as investment firms and venture capitalists. Users can access a vast and constantly updated database through a subscription service, which includes features like hyper-specific searches, alerts for actionable companies, and team network utilization. The platform also supports integration with users' systems via a Chrome extension and an API, enhancing workflow efficiency. A notable feature is the bulk import option, allowing clients to manage large data volumes effectively. Harmonic.ai aims to empower businesses and investors to make informed decisions by leveraging comprehensive data and advanced search capabilities.

San Francisco, CaliforniaHeadquarters

2021Year Founded

$29.2MTotal Funding

SERIES_ACompany Stage

Data & Analytics, Enterprise Software, Financial ServicesIndustries

51-200Employees

Benefits

Health Insurance

401(k) Company Match

Free Lunch

Company Social Events

Commuter Benefits

Quarterly company-wide offsites

Risks

Increased competition from low-cost platforms like EdgeIn could attract Harmonic's potential customers.

Growing AI security concerns may impact customer trust and regulatory scrutiny for Harmonic.

Ethical and regulatory challenges may arise as Harmonic's AI capabilities expand.

Differentiation

Harmonic offers a comprehensive database of over 20 million companies and 160 million individuals.

The platform provides advanced search capabilities and real-time alerts for actionable opportunities.

Harmonic's bulk import feature allows seamless integration with clients' data warehouses.

Upsides

Harmonic raised $75M to develop AI with superior mathematical capabilities, enhancing its platform.

The rise in AI-driven business intelligence tools increases demand for Harmonic's services.

Harmonic's text-based search tool aligns with the need for sophisticated data querying.

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