Principal Machine Learning Architect
SiftSalary not specified
- Full Time
- Senior (5 to 8 years)
$120,000 – $220,000Compensation
Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
AI & Machine Learning, Data & AnalyticsIndustries
Requirements
Candidates must have at least 4 years of experience in machine learning and optimization algorithm development. Proficiency in implementing and fine-tuning deterministic algorithms and stochastic models is required, along with hands-on experience using PyTorch for machine learning development. Strong skills in building and managing data pipelines for large-scale data processing and familiarity with SQL and NoSQL databases are necessary. Candidates should also demonstrate proficiency in deploying ML models in production environments with a focus on scalability and reliability, as well as a solid understanding of microservices architecture and API development. Expertise in GenAI tools, such as vector databases and LLM chaining, is a bonus.
Responsibilities
The Founding Research Engineer will develop and refine optimization models and machine learning algorithms to solve complex supply chain and inventory challenges. They will build, debug, and optimize machine learning prototypes using PyTorch and transform these prototypes into production-ready, scalable solutions. Additionally, the engineer will implement robust data pipelines to process large datasets efficiently and ensure data readiness for high-impact modeling and decision-making processes.
Skills
PyTorch
SQL
NoSQL
Microservices
API Development
Data Pipelines
Machine Learning
Optimization Algorithms
Deterministic Algorithms
Stochastic Models
Drift
Develops AI chatbots for customer engagement
About Drift
Drift develops AI-powered chatbots and digital tools aimed at improving customer engagement and conversion rates for businesses. Their products facilitate human-like conversations with website visitors, helping to identify and understand customer needs while providing personalized strategies to convert visitors into customers. Drift offers a variety of tools, including Conversational Landing Pages, Drift Engage, and Bionic Chatbots, which are designed to enhance the way businesses interact with their customers. Unlike many competitors, Drift focuses on creating a seamless conversational experience that integrates with existing marketing strategies. The company's goal is to help businesses of all sizes increase their customer engagement and conversion rates through effective digital communication.
Key Metrics
Boston, MassachusettsHeadquarters
2015Year Founded
$134.7MTotal Funding
SERIES_CCompany Stage
Consumer Software, AI & Machine LearningIndustries
501-1,000Employees