Snowflake

Solution Innovation Architect - AI/ML

Washington, United States

Snowflake Logo
$136,000 – $201,200Compensation
Senior (5 to 8 years)Experience Level
Full TimeJob Type
UnknownVisa
Data Cloud, Artificial Intelligence, AI & Machine Learning, Cloud ComputingIndustries

Requirements

Candidates should possess a minimum of 5 years of experience in an AI and ML role, where they have built and deployed at least one machine learning model into production, along with 5 years of experience in a customer-facing technical delivery role. They should have a strong understanding of the entire model lifecycle, including model development, training, and MLOps/observability, and demonstrate expertise in GenerativeAI, LLMs, and Vector Databases. Strong scripting skills in Python, utilizing libraries such as Pandas, HuggingFace, XGBoost, PyTorch, TensorFlow, and SciKit-Learn are also required.

Responsibilities

As a Solution Innovation Architect - AI/ML, the individual will design and architect AI/ML solutions utilizing the Snowflake platform, supporting customer workshops and design thinking sessions to define advanced use-cases. They will collaborate with Data Scientists, Machine Learning Engineers, and AI Engineers to understand customer requirements, design, train, and build AI/ML models for customer solutions, and provide technical expertise and enablement on Snowflake's AI/ML suite of features. Furthermore, they will stay current with advancements in AI/ML, provide thought leadership through external content, and actively participate in the optimization of model performance and accuracy, as well as the management of the model lifecycle.

Skills

AI
ML
Machine Learning
Model Deployment
MLOps
GenerativeAI
LLMs
Vector Databases
Python
Pandas
HuggingFace
XGBoost
PyTorch
TensorFlow
SciKit-Learn
Solution Design
Customer Engagement
Presentation

Snowflake

Data management and analytics platform

About Snowflake

Snowflake provides a platform called the AI Data Cloud that helps organizations manage and analyze their data. This platform allows users to store and process large amounts of data efficiently, offering services like data warehousing, data lakes, data engineering, data science, and data sharing. Snowflake's system works by uniting data from different sources, enabling secure sharing and performing various types of analytics. What sets Snowflake apart from its competitors is its ability to operate seamlessly across multiple public clouds, allowing users to access their data from anywhere. The company's goal is to help businesses leverage their data for better decision-making by providing a flexible subscription-based service that scales according to their needs.

Key Metrics

Bellevue, WashingtonHeadquarters
2012Year Founded
$1,341.3MTotal Funding
IPOCompany Stage
Data & Analytics, Enterprise Software, AI & Machine LearningIndustries
5,001-10,000Employees

Benefits

We've got your back - We offer comprehensive health insurance plans, health savings accounts, robust retirement plans, and generous life and disability insurance.
A Balanced Lifestyle - All Snowflakes have access to our weekly online lunch and learns, virtual workout classes, and ergonomic work-from-home equipment. We offer on-demand mental health and wellness programs to support our employees and their families.
Your People Matter - Help offset the cost of growing your family with our fertility benefits and family planning resources. Count on our generous time-off and various leave plans for you to rest, refuel, and sustain a great work-life balance.
Global Snowflake Team - No matter where you are in the world, we will get you connected and supported with a work-from-home setup.
Treat Yourself - Personalize your Snowflake benefits by tapping into our employee discounts and pre-tax selections.
Invest In Your Future - Eligible employees enjoy new hire equity, Employee Stock Purchase Plan (ESPP), and a quarterly bonus or commission program.

Risks

Integration challenges from Datavolo acquisition may disrupt operations and customer service.
Increased competition from Mistral AI could challenge Snowflake's market position.
Convertible senior notes pricing may increase financial pressure if market conditions worsen.

Differentiation

Snowflake offers a unified platform for diverse data workloads, unlike traditional solutions.
The AI Data Cloud enables near-unlimited scale and performance for data mobilization.
Snowflake's seamless multi-cloud experience ensures efficient data operations across locations.

Upsides

Acquisition of Datavolo enhances Snowflake's open data integration capabilities.
Investment in Metaplane boosts AI-driven data quality solutions for Snowflake users.
Snowflake Ventures' investment in Hex expands accessibility of data tools to non-technical users.

Land your dream remote job 3x faster with AI