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Snowflake PRINCIPAL SOFTWARE ENGINEER - MACHINE LEARNING United States, California 352896549
26.07.2024
RESPONSIBILITIES:
- This role will help define and deliver a major machine learning product area.
- Collaboratively build and execute a vision for incorporating new advances in machine learning in ways that best achieve the team’s business objectives
- Be obsessed with customer feedback and drive product iterations to win more usage
- Own the technical architecture to enable training, evaluation, fine-tuning and launch models that identify optimal actions and predictions
- Collaborate and influence / direct technical teams and build alignment on features key scenarios to enable ML at scale at Snowflake.
- Debug production issues and ensure high technical quality
- Mentor and lead a team of ML engineers, research scientists and PMs
- Set the execution pace, team rhythms and partner with your manager and PM to ensure a high quality team and product.
- Have 10+ years of software engineering experience (especially in machine learning systems)
- Strong software engineering and proficiency ideally in Java and/or Python
- Have built a roadmap and vision, and led technical decision making
- Have led and mentored multiple engineers in delivering large, high impact projects
- Have experience with building machine learning models, including neural networks, decision trees, etc.
- Experience with several of the following frameworks: SKLearn, XGBoost, PyTorch, Tensorflow
- Thrive in ambiguity and driving 0-1 projects
- Have worked well with data scientists, business analysts and underlying infrastructure to connect the dots between business and technology partners
- Are a self-learner and continuously push the boundaries and state of the art around machine learning
- Building systems for end to end machine learning lifecycle
- Building ML systems integrated into a database
The following represents the expected range of compensation for this role:
- The estimated base salary range for this role is $235,000 - $368,000.
- Additionally, this role is eligible to participate in Snowflake’s bonus and equity plan.
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