DPP Tech · 16 hours ago
Senior Data Scientist
Pleasanton, CA
Contract
Hybrid
Senior LevelDPP Tech is a technology consulting and staffing services company based in the San Francisco Bay Area. They are hiring a Senior Data Scientist Lead for a large retail client in Pleasanton, CA, responsible for improving algorithms, dataset gathering, and collaborating with the MLOps team.
RetailGovernmentE-CommerceConsultingHealthcareInformation TechnologyHealth CareRetail Technology
No H1B
Responsibilities
Understand the frameworks used currently in terms of recommender system pipelines
Come up with ways to improve the current algorithms and pipelines, responsible for the end-to-end testing of the algorithm along with collaborating with the MLOps team to see the model through
Dataset Gathering - Collect Data
Transformer Architecture - 1. Customer Sequence Modeling, 2. Multi Modal and Variable Length Inputs
Offline Model - 1. Build Offline Model, 2. Hyperparameter Tuning
Build Online Inference Path - 1. Combine Offline with real time session features
Data Quality - 1. Deployment, 2. Success Metric Improvement
Qualification
Required
Understand the frameworks used currently in terms of recommender system pipelines
Come up with ways to improve the current algorithms and pipelines, responsible for the end-to-end testing of the algorithm along with collaborating with the MLOps team to see the model through
Dataset Gathering - Collect Data
Transformer Architecture - 1. Customer Sequence Modeling, 2. Multi Modal and Variable Length Inputs
Offline Model - 1. Build Offline Model, 2. Hyperparameter Tuning
Build Online Inference Path - 1. Combine Offline with real time session features
Data Quality - 1. Deployment, 2. Success Metric Improvement
Benefits
401K
Sick leave
Medical insurance
Company
DPP Tech
DPP Tech provides technology solutions & consulting, data, AI, and project management services.
Founded in 2000
51-200 employees
Funding
Current Stage
Growth StageCompany data provided by crunchbase