Chercheur Principal en IA, modèles de langage (LLM)/Principal AI Researcher, LLM at Cerence

Montreal, Quebec, Canada

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Not SpecifiedCompensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Automotive, Transportation, AIIndustries

Requirements

Vaste expérience et maîtrise avérée dans le développement de Modèles de Langue de Grande Taille (LLM), idéalement liés à des implémentations de dialogue, assistants virtuels, reconnaissance vocale automatique (ASR) ou synthèse vocale (TTS)
Diplôme de deuxième cycle ou supérieur (Ph.D. de préférence) en informatique ou un domaine connexe
Compétences exceptionnelles en programmation Python, avec une forte capacité à implémenter des algorithmes complexes d'apprentissage automatique
Esprit analytique, solides compétences en résolution de problèmes

Responsibilities

Développer et mettre en œuvre des architectures basées sur des modèles d'IA générative de pointe, appliquées aux dialogues, à la saisie de destinations, à la recherche, et à divers autres domaines
Optimiser efficacement l'utilisation des LLM à travers le prompting ou l'ajustement fin, pour une précision, une naturalité et des performances optimales
Collaborer étroitement avec des équipes pluridisciplinaires (scientifiques des données, ingénieurs logiciels, experts) pour développer des solutions sur-mesure tirant parti des LLM
Rechercher, innover et améliorer les modèles existants en intégrant les LLM, pour des performances optimales même sur des plateformes aux ressources limitées
Rester à la pointe des avancées, tendances et recherches en IA générative, dialogues et traitement du langage, en intégrant de nouvelles techniques, technologies et meilleures pratiques pour améliorer les systèmes

Skills

Key technologies and capabilities for this role

LLMAI ResearchMachine LearningNLPSpeech RecognitionDeep Learning

Questions & Answers

Common questions about this position

What is the salary or compensation for this Principal AI Researcher role?

This information is not specified in the job description.

Is this Principal AI Researcher position remote or does it require office work?

This information is not specified in the job description.

What key skills are required for the Principal AI Researcher in LLM role?

The role requires expertise in developing generative AI model architectures for dialogues and search, optimizing LLMs through prompting or fine-tuning for precision and naturalness, and researching to innovate and improve existing models.

What is the company culture like at Cerence?

Cerence has a customer-centered, collaborative, dynamic, and enjoyable culture that offers continuous learning and development opportunities to support professional growth.

What makes a strong candidate for this Principal AI Researcher position?

A strong candidate has a passion for pushing AI innovation boundaries, expertise in LLMs and generative AI, and the ability to collaborate with multidisciplinary teams of data scientists, software engineers, and experts to develop tailored solutions.

Cerence

AI solutions for automotive in-car experiences

About Cerence

Cerence develops AI-powered solutions specifically for the automotive industry, focusing on improving the in-car experience for drivers and passengers. Their products include voice recognition systems and AI-driven assistants that enhance entertainment, connectivity, and safety while driving. Cerence collaborates with major automotive manufacturers to integrate these technologies into vehicles, such as the Mercedes Benz User Experience. Unlike many competitors, Cerence emphasizes a comprehensive approach that includes ongoing support and upgrades, ensuring their technology adapts to trends like smart cities and electric vehicles. The company's goal is to transform transportation and shape the future of mobility through innovative and user-friendly solutions.

Burlington, MassachusettsHeadquarters

2019Year Founded

$190MTotal Funding

IPOCompany Stage

Automotive & Transportation, AI & Machine LearningIndustries

1,001-5,000Employees

Risks

Increased competition from SoundHound threatens Cerence's market share.

Voice AI payments trend pressures Cerence to expand beyond automotive.

CEO Brian Krzanich's appointment may lead to disruptive strategic shifts.

Differentiation

Cerence specializes in AI-powered solutions for the automotive industry.

The company collaborates with industry leaders like Nuance and Daimler.

Cerence's solutions include voice recognition and AI-driven assistants.

Upsides

Cerence's partnership with Mapbox enhances voice-powered navigation for cars.

The introduction of CaLLM Edge positions Cerence as a leader in automotive AI.

Growing two-wheeler market offers expansion opportunities for Cerence Ride.

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