Full-Time

Senior Staff Machine Learning Engineer

Posted on 4/12/2024

Taskrabbit

Taskrabbit

1,001-5,000 employees

Platform connecting users with home services

Consumer Goods

Senior

Remote in USA

Required Skills
Python
Tensorflow
Pytorch
Natural Language Processing (NLP)
Requirements
  • Strong programming skills in Python or C++
  • Mastery of one Deep Learning framework (Pytorch, Tensorflow)
  • Experience in solving real-world search problems
  • MS/PhD in Computer Science, ML, NLP, or related fields
  • Design and evaluation of search models using dual-encoder models
  • Experience developing large-scale commercial search systems
  • Familiarity with sparse and dense information retrieval methods
  • Experience in engineering teams for large-scale ML-driven projects
  • Passion for quickly learning new technologies
Responsibilities
  • Providing technical leadership for ML model design and deployment
  • Collaborating cross-functionally with data scientists, engineers, and product managers
  • Developing modern search platforms
  • Utilizing ML, NLP, and graph analysis for search and discovery
  • Independently solving complex problems and writing efficient code
  • Participating in code reviews and software engineering life cycle

Taskrabbit is an exemplary workplace for those interested in contributing to an effective marketplace platform that simplifies everyday challenges like furniture assembly and moving help. The company enhances user experiences through a sophisticated, user-friendly interface, providing employees a chance to innovate in technology that directly improves service efficiency and accessibility. This focus on technological facilitation and creating seamless connections between users and service providers marks it as a leader in the home service industry.

Company Stage

M&A

Total Funding

$37.7M

Headquarters

San Francisco, California

Founded

2008

Growth & Insights
Headcount

6 month growth

6%

1 year growth

13%

2 year growth

35%
INACTIVE