- W-2 Open Positions Need to be Filled Immediately. Consultant must be on our company payroll, Corp-to-Corp (C2C) is not allowed.
Job ID:
J36993
Specialized Area:
Machine learning
Job Title:
Machine Learning Scientist
Location:
New York,NY
Duration:
10 Months
Domain Exposure:
Retail, Government, Education, IT/Software
Work Authorization:
US Citizen, Green Card, OPT-EAD, CPT, H-1B,
H4-EAD, L2-EAD, GC-EADClient:
To Be Discussed Later
Employment Type:
W-2 (Consultant must be on our company payroll. C2C is not allowed)
- Model ROI of marketing actions using with learning hierarchical latent representations of products and marketing actions. Currently this is released and helps the marketing team make marketing decisions. We need to replace the model with a deep graph network using the newly released DGL to better model interactions between entities based on their graphical relations in keyword, brand, and category spaces. We also need to replace the actions with an RL agent.
- Supply Chain Forecasting for orders from ecommerce platforms. This is a supervised learning application that needs a model to estimate a probability distribution rather than mean. We have already released such a model but could always do better.
- NLP to understand user reviews. Currently uses statistical techniques.
- Large scale statistical insights generation using pandas (and grab our data using SQL).
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What our team looks for in a Data Scientist:
- Candidate should be comfortable designing and developing machine learning solutions to novel business problems using a variety of data sources
- Candidate should have expertise customizing Modern ML system, including NLP, Deep RL, and customizing losses and architectures to approach problems
- Candidate should be able to clearly and concisely express complex ideas to both technical and non-technical audiences
- Candidate should be a competent software engineer capable of contributing to our software repository and owning/leading complex ML software projects
- Candidate should be an expert in a deep learning framework such as Tensorflow or Pytorch
- Bonus points for deep RL or graph neural network experience
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QUANTUM TECHNOLOGIES LLC is an equal opportunity employer inclusive of female, minority, disability and veterans, (M/F/D/V). Hiring, promotion, transfer, compensation, benefits, discipline, termination and all other employment decisions are made without regard to race, color, religion, sex, sexual orientation, gender identity, age, disability, national origin, citizenship/immigration status, veteran status or any other protected status. QUANTUM TECHNOLOGIES LLC will not make any posting or employment decision that does not comply with applicable laws relating to labor and employment, equal opportunity, employment eligibility requirements or related matters. Nor will QUANTUM TECHNOLOGIES LLC require in a posting or otherwise U.S. citizenship or lawful permanent residency in the U.S. as a condition of employment except as necessary to comply with law, regulation, executive order, or federal, state, or local government contract