myGwork - LGBTQ+ Business Community · 3 days ago
Principal Machine Learning Engineer
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Responsibilities
Lead the design and development of large-scale, high-performance model serving and agentic systems in production environments.
Collaborate with customers to understand their needs and ensure their expectations are met or exceeded.
Communicate complex technical concepts clearly to team members and stakeholders.
Maintain high engineering standards and strive for excellence in all deliverables.
Stay updated with the latest advancements in machine learning technologies and apply them to improve existing systems.
Qualification
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Required
MS/PhD in Computer Science
5+ years of experience implementing Deep Learning/LLM models and systems
Production experience with cloud computing
Experience with Large Language Model (LLM) serving technologies like DeepSpeed, FasterTransformer, etc.
Experience with popular model training and serving frameworks like KServe, KubeFlow, Triton, etc.
Experience with LLM fine-tuning, especially the latest parameter-efficient fine-tuning technologies and multi-task serving technologies
Proficient in Python and shell scripting tools
Experience with container orchestration technologies like Kubernetes
Experience with deep learning frameworks (such as PyTorch, JAX, or TensorFlow) and deep learning architectures (especially Transformers)
Experience with production operations and best practices for putting quality code in production and troubleshooting issues when they arise
Ability to work in a collaborative, cross-functional team environment
Able to effectively communicate technical ideas verbally and in writing (technical proposals, design specs, architecture diagrams, and presentations)
Benefits
Medical, dental, and vision insurance, including expert medical opinion
Short term disability and long term disability
Life insurance and AD&D
Supplemental life insurance (Employee/Spouse/Child)
Health care and dependent care Flexible Spending Accounts
Pre-tax commuter and parking benefits
401(k) Savings and Investment Plan with company match
Paid time off: Flexible Vacation is provided to all eligible employees assigned to a salaried (non-overtime eligible) position. Accrued Vacation is provided to all other employees eligible for vacation benefits. For employees working at least 35 hours per week, the vacation accrual rate is 13 days annually for the first three years of employment and 18 days annually for subsequent years of employment. Vacation accrual is prorated for employees working between 20 and 34 hours per week. Employees working fewer than 20 hours per week are not eligible for vacation.
11 paid holidays
Paid sick leave: 72 hours of paid sick leave upon date of hire. Refreshes each calendar year. Unused balance will carry over each year up to a maximum cap of 112 hours.
Paid parental leave
Adoption assistance
Employee Stock Purchase Plan
Financial planning and group legal
Voluntary benefits including auto, homeowner and pet insurance
Company
myGwork - LGBTQ+ Business Community
myGwork is the largest global platform for the LGBTQ+ business community.
Funding
Current Stage
Early StageTotal Funding
$4.77MKey Investors
24 HaymarketInnovate UK
2023-08-17Series Unknown· $1.66M
2023-08-17Grant· Undisclosed
2021-12-07Series A· $2.12M
Recent News
2024-04-10
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