Cohere

Member of Technical Staff, Search

United States

Not SpecifiedCompensation
Junior (1 to 2 years)Experience Level
Full TimeJob Type
UnknownVisa
Artificial Intelligence, Search TechnologyIndustries

Position Overview

  • Location Type: Remote
  • Job Type: Full-Time
  • Salary: Not Specified

Cohere's mission is to scale intelligence to serve humanity by training and deploying frontier models for AI systems. This role focuses on developing state-of-the-art models for information retrieval within the Search team, aiming to revolutionize search experiences through intelligent, efficient, and precise systems.

Requirements

  • Proficiency in Python and ML frameworks (PyTorch, Tensorflow, TF-Serving, JAX, XLA/MLIR).
  • Familiarity with training and using various information retrieval models.
  • Experience leveraging Large Language Models in training data or evaluation pipelines.
  • Strong communication and problem-solving skills.
  • Experience working with a wide range of technologies.
  • Experience collaborating with other teams.

Bonus Points For

  • Experience building training and/or evaluation datasets for practical use cases.
  • Proficiency in other programming languages (C++, Golang).
  • Experience using large-scale distributed training strategies with GPUs.

Responsibilities

  • Design, train, and improve cutting-edge search models.
  • Gather high-quality retrieval datasets and optimize data pipelines for model training and evaluation.
  • Work closely with the model serving team to ensure fast and stable inference.
  • Collaborate with product teams to develop solutions.
  • Engage in research collaborations and publish work in top-tier conferences and journals.
  • Contribute to increasing model capabilities and customer value.
  • Embrace an ownership mindset and wear multiple hats.

Company Information

Cohere is a team of passionate researchers, engineers, and designers dedicated to advancing AI. We believe in the power of diverse perspectives and are committed to creating an inclusive work environment.

Perks for Full-Time Employees

  • An open and inclusive culture and work environment.
  • Opportunity to work closely with a team on the cutting edge of AI research.
  • Weekly lunch stipend, in-office lunches & snacks.
  • Full health and dental benefits.

We encourage applications from individuals who may not meet every listed requirement but are passionate about our mission. Cohere values and celebrates diversity and is committed to providing equal opportunities. Accommodations are available upon request during the recruitment process.

Skills

Information Retrieval
Semantic Search
Model Training
Embedding Models
Reranker Models
Search Infrastructure
AI Technologies
Collaboration

Cohere

Provides NLP tools and LLMs via API

About Cohere

Cohere provides advanced Natural Language Processing (NLP) tools and Large Language Models (LLMs) through a user-friendly API. Their services cater to a wide range of clients, including businesses that want to improve their content generation, summarization, and search functions. Cohere's business model focuses on offering scalable and affordable generative AI tools, generating revenue by granting API access to pre-trained models that can handle tasks like text classification, sentiment analysis, and semantic search in multiple languages. The platform is customizable, enabling businesses to create smarter and faster solutions. With multilingual support, Cohere effectively addresses language barriers, making it suitable for international use.

Toronto, CanadaHeadquarters
2019Year Founded
$914.4MTotal Funding
SERIES_DCompany Stage
AI & Machine LearningIndustries
501-1,000Employees

Risks

Competitors like Google and Microsoft may overshadow Cohere with seamless enterprise system integration.
Reliance on Nvidia chips poses risks if supply chain issues arise or strategic focus shifts.
High cost of AI data center could strain financial resources if government funding is delayed.

Differentiation

Cohere's North platform outperforms Microsoft Copilot and Google Vertex AI in enterprise functions.
Rerank 3.5 model processes queries in over 100 languages, enhancing multilingual search capabilities.
Command R7B model excels in RAG, math, and coding, outperforming competitors like Google's Gemma.

Upsides

Cohere's AI data center project positions it as a key player in Canadian AI.
North platform offers secure AI deployment for regulated industries, enhancing privacy-focused enterprise solutions.
Cohere's multilingual support breaks language barriers, expanding its global market reach.

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