Senior ML Engineer
Updated on 1/25/2024
Instawork

1,001-5,000 employees

On-demand staffing app
Company Overview
Instawork stands out as a global labor marketplace, providing economic opportunities for local businesses and skilled hourly professionals in multiple countries. The company's culture is driven by a dedicated team committed to creating impactful products, backed by reputable investors. With its unique proposition of "Be your own boss," Instawork empowers individuals to take control of their work-life balance, making it an attractive place to work.
Consumer Software
B2B & B2C

Company Stage

Series D

Total Funding

$151.1M

Founded

2015

Headquarters

San Francisco, California

Growth & Insights
Headcount

6 month growth

8%

1 year growth

36%

2 year growth

159%
Locations
San Francisco, CA, USA
Experience Level
Entry
Junior
Mid
Senior
Expert
Desired Skills
Python
Tensorflow
Data Structures & Algorithms
Pytorch
AWS
CategoriesNew
AI & Machine Learning
Requirements
  • 3-5 years of experience building machine learning models for business applications
  • Strong understanding of machine learning algorithms and techniques, including supervised learning, unsupervised learning, and reinforcement learning
  • Experience with Python and popular machine learning libraries such as TensorFlow, PyTorch, or scikit-learn
  • Experience with data engineering and cloud computing platforms, AWS a plus
  • Excellent problem-solving and analytical skills
  • Ability to work independently and as part of a team
Responsibilities
  • Design, develop, and implement machine learning algorithms to solve complex problems in real-time scheduling and workforce optimization
  • Implement models using AI frameworks/platforms including LangChain, OpenAI, Bard and more
  • Gather, clean, and prepare large datasets for machine-learning models
  • Build and maintain machine learning pipelines that are robust, scalable, and efficient
  • Collaborate with cross-functional teams to integrate machine learning solutions into production systems
  • Monitor and evaluate the performance of machine learning models and make continuous improvements
Desired Qualifications
  • Experience with AWS
  • Experience with LangChain, OpenAI, Bard, or similar AI frameworks/platforms