Senior Software Engineer, Computer Vision

🕒 vor 3 Monaten

🇺🇸 Vereinigte Staaten – Remote

⏰ Vollzeit

🟠 Senior

🧑‍💻 Full-Stack-Entwickler

🦅 H1B-Visum-Sponsor

Dieses Unternehmen hat in der Vergangenheit H1B-Visa gesponsert.

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ButterflyMX

WebsiteLinkedInAlle Stellen

201 - 500 Mitarbeiter

Gegründet 2014

🔐 Sicherheit

🔧 Hardware

🏠 Immobilien

💰 Private Equity Round - ButterflyMX im 2025-01

Security • Hardware • Real Estate

ButterflyMX ist ein Anbieter von integrierten Zugangskontroll- und Sicherheitslösungen für Mehrfamilienhäuser, Gewerbegebäude, Studentenwohnheime und geschlossene Wohnanlagen. Das Unternehmen kombiniert schlanke Hardware – Video-Gegensprechanlagen, Sicherheitskameras, intelligente Schlösser, Tastaturen, Fahrzeugzugangsleser und Paketraumsysteme – mit cloudverwalteter Software, damit Immobilienbesitzer, Verwalter, Bewohner und Besucher den Zugang über Smartphones steuern, Abläufe automatisieren und in bestehende Proptech-Lösungen integrieren können. ButterflyMX konzentriert sich darauf, die Sicherheit zu verbessern, den Betrieb von Gebäuden zu rationalisieren und das Bewohnererlebnis in Tausenden von Immobilien zu verbessern.

Beschreibung

• Design, train, and deploy machine learning models that enhance ButterflyMX products and user experiences. • Build and maintain full stack applications and services that integrate ML capabilities into production systems. • Develop and optimize data pipelines for model training, evaluation, and inference. • Fine-tune existing models and adapt them to ButterflyMX-specific use cases and constraints. • Collaborate with product management and engineering teams to identify opportunities where ML can solve real customer problems. • Evaluate and implement appropriate ML approaches, balancing model performance with practical deployment considerations. • Contribute to backend and frontend development as needed, ensuring seamless integration of ML features. • Stay current with ML research and techniques, bringing relevant innovations to the team. • Participate in code reviews, architectural discussions, and an agile development environment.

🎯 Anforderungen

• Strong proficiency in Python and experience with ML frameworks such as PyTorch or TensorFlow. • Demonstrated experience training machine learning models from scratch or fine-tuning existing models—must be able to point to specific projects (professional work or personal/open-source projects) as proof. • Solid full stack development experience, including backend services and APIs. • Hands-on experience with the complete ML lifecycle: data preparation, model training, evaluation, and deployment. • Familiarity with cloud platforms (AWS, GCP, or Azure) and deploying models in production environments. • Strong understanding of software engineering best practices, including version control, testing, and code review. • Ability to work as a generalist, comfortable moving across the stack and tackling varied technical challenges. • A genuine passion for machine learning, evidenced by personal projects, research exploration, or community involvement.

🏖️ Vorteile

• Comprehensive Medical, Dental and Vision plans (ButterflyMX covers 80% of the cost) starting day 1 • 401(k) plan with a match • 10 paid holidays, 20 vacation days, 5 sick days, 3 floating holidays • Basic Life and Accidental Death and Dismemberment Insurance (ButterflyMX covers 100% of the cost) • Short and Long Term Disability (ButterflyMX covers 100% of the cost) • Paid Family Leave • Employee Assistance Program • Quarterly self-care stipends • Access to optional benefits including pre-tax flexible healthcare spending accounts (FSA and HSA), Dependent Care FSA, and Commuter Benefits, as well as optional Supplemental Life, AD&D, Hospital Indemnity, Legal, Accident, Critical Illness, Pet, and Personal Liability Insurance • And more!