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Full-Time

Senior ML Scientist

Posted on 4/10/2024

System1

System1

201-500 employees

AI-driven acquisition marketing at scale

Data & Analytics
Consulting
Enterprise Software

Senior

Los Angeles, CA, USA

Category
Applied Machine Learning
Natural Language Processing (NLP)
AI Research
AI & Machine Learning
Required Skills
Python
Git
Data Structures & Algorithms
Pytorch
Docker
AWS
Natural Language Processing (NLP)
Data Analysis
Requirements
  • 2+ years of hands-on experience using, fine-tuning, & deploying LLMs for text generation
  • Experience with RAG, embedding capabilities, vector embeddings, and in-memory data stores
  • Experience in 3rd party Machine Learning libraries (e.g. PyTorch, HuggingFace, Dataiku, LangChain)
  • Experience building scalable batch and real-time machine learning products
  • Experience with model evaluation (e.g. Causal inference, A/B testing, data/model drift, etc.)
  • Fluent in Python programming
  • Experience using cloud compute (AWS preferred) and Docker
  • Experience sharing code through Git and utilizing CI/CD
  • Hands-on experience with Snowflake or other cloud-based analytics databases
  • Ability to effectively communicate technical information to a wide spectrum of cross-functional team members
Responsibilities
  • Hands-on development of highly scalable algorithms for text generation, retrieval augmented generation (RAG), and embedding capabilities
  • Leverage knowledge of software engineering principles to guide development and deployment of production machine learning solutions
  • Keep up with the latest in machine learning and natural language understanding, semantic search, and optimal ranking
  • Contribute to the wider internal and external machine learning communities by sharing and publishing research and findings
  • Work with cross-functional teams to devise implementation and experimentation strategies
  • Contribute to the development of the company's roadmap for core machine learning capabilities

If you are looking to work at the forefront of digital marketing technologies, this company is an excellent choice. Their Responsive Acquisition Marketing Platform (RAMP) leverages advanced AI and machine learning to effectively match high-intent customers with advertisers across various channels and verticals. With a strong focus on privacy and innovation in the ad tech industry, they provide a dynamic and forward-thinking environment that supports the development of powerful consumer brands.

Company Stage

IPO

Total Funding

$920M

Headquarters

Toronto, Canada

Founded

2013

Growth & Insights
Headcount

6 month growth

0%

1 year growth

-10%

2 year growth

-5%

Benefits

Great compensation

401(k) company match

Excellence benefits

Charitable gift matching

Education subsidy

Referral bonus

Weekly happy hour

Catered lunches & free snacks

Weekly workouts

INACTIVE