Solution Innovation Architect - AI/ML

California, United States

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$163,000 – $232,000Compensation

Senior (5 to 8 years), Expert & Leadership (9+ years)Experience Level

Full TimeJob Type

UnknownVisa

Cloud Computing, Data Warehousing, Artificial Intelligence, AI & Machine LearningIndustries

Requirements

Candidates must possess a minimum of 8 years in a Data Science role with at least 2 production model deployments, and 10 years of customer-facing technical experience in pre-sales or post-sales. A thorough understanding of the complete Data Science lifecycle, including feature engineering, model development, deployment, and management, is essential. Strong knowledge of MLOps, Python scripting with libraries like Pandas, XGBoost, PyTorch, TensorFlow, or SciKit-Learn, and exceptional presentation skills for technical and executive audiences are required. A university degree in data science, mathematics, or a related field, or equivalent experience, is necessary. Experience with Generative AI, LLMs, Vector Databases, Databricks/Apache Spark, data pipelines using ETL tools, and vertical expertise are considered bonus points.

Responsibilities

The Solution Innovation Architect will design and build AI/ML demos using the Snowflake platform, collaborating with Product teams to align demo creation with product releases. They will provide technical expertise on Snowflake's AI/ML features to sales engineering teams, demonstrating a strong understanding of the data science modeling lifecycle, Generative AI landscape, and Large Language Models. This role involves staying current with AI/ML advancements, providing thought leadership through external content, and working with large datasets for data quality evaluation, feature engineering, optimization, and MLOps.

Skills

AI/ML

Cloud Architecture

Snowpark ML

Snowflake Cortex

Snowpark Container Services

Data Science

Model Development

Model Training

MLOps

Generative AI

Large Language Models (LLMs)

Data Quality Evaluation

Machine Learning Engineering

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.

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.

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