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GDPR-compliant • Static IPs • EU Data Residency
2024-06-15
Machine Learning Operations (MLOps) Cloud Engineer
Emergence Capital
↗
Venture Capital and Private Equity Prin…
👥 11 employees
📍 San Francisco, California, US
Est. 2003
We invest in people who change the way the world works. Since our founding in 2003, we’ve invested in companies collectively worth $450B+, including Salesforce, Veeva, Box, Yammer, and Zoom. Subscr…
We're in search of an Infrastructure Engineer to bolster our team. Your primary responsibilities include designing scalable inference infrastructure and implementing best practices like automation and CI/CD. Collaboration with cross-functional teams is essential for tackling complex engineering challenges. The ideal candidate will have operational experience with LLM-hosting systems and proficiency in GCP cloud services. Strong programming skills in Python and/or Java/Kotlin/Rust/Go are also desired. If you're ready to take on dynamic challenges in infrastructure engineering, we encourage you to apply.
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Responsibilities:
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- Design, architect and develop inference infrastructure for models and services which are scalable and can handle a large number of simultaneous requests
- Apply Engineering best practices – Automation, code reviews, integration tests, performance load tests and CI/CD
- Collaborate with cross-functional team (product, engineering, research) to solve complex engineering challenges
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Requirements:
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- Operational experience on a production system that hosts LLMs
- Experience with GCP cloud
- Experience with building, deploying, and maintaining Kubernetes production clusters
- Experience with deploying infrastructure as code (Terraform, Google Deployment Manager, etc.)
- Strong experience with Python and/or Java/Kotlin/Rust/Go
- Strong experience operating on large volumes of data on the cloud (e.g. vector search, object storage, key/val store, relational databases, etc.)
- Experience with software engineering and CI/CD best practices and deployment of AI models and services in production
Benefits:-
1. Health Benefits -
a. Health Insurance: Eligible for a medical insurance program for yourself, your spouse, two children, and your parents.
b. Group Personal Accident Policy
c. Group Term Life Insurance.
2. Other Benefits -
a. Paid Time Off - Unlimited Paid Time off
b. Company Holidays - Entitled to 14 public holidays (including floating public holidays).
c. Flexible Time - The Company supports flexible working hours to accommodate your personal and professional needs.
d. Merlyn Fridays- Every last Friday of the month is Paid time off for everyone.
3. Allowances
a. Internet Allowance -Employees can claim an internet allowance up to a specified monthly limit, with a one-time setup cost also covered up to a specified amount.
b. Home-Office Allowance: A one-time Home-Office (WFH) allowance to set up home offices.
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