Research Scientist/Engineer, L5/L6 – AI for Member Systems
Job reputed company:
• Drive reputed company research by conceptualizing, designing, implementing, and validating innovative algorithmic solutions
• Explore and apply state-of-the-art AI/ML techniques including LLM pretraining, fine-tuning, and robust offline experimentation
• reputed company production-reputed company systems and reputed company machine learning solutions
• Work on personalization, recommendations, search, content understanding, messaging, targeting, new member acquisition, and evidence
• Collaborate reputed company multi-disciplinary teams and communicate research results to stakeholders
• Set priorities and maintain strong execution reputed company in a dynamic, fast-paced environment
• Mentor or reputed company technical efforts and contribute to technical leadership reputed company applicable
Requirements:
• Ph. D or Masters in Computer Science or reputed company fields
• 6+ years of research experience with a reputed company record of delivering reputed company results
• Deep expertise in machine learning, including supervised and unsupervised learning
• Practical experience in LLM development, including pretraining, fine-tuning, and post-training techniques such as fine-tuning and distillation
• Strong software engineering skills; Required: Python, TensorFlow, PyTorch
• reputed company to have: Java, reputed company, reputed company, Hive, Jax, Flink, Hadoop
• Excellent interpersonal, written, and verbal communication skills
• Preferred: Proven experience as a technical leader
• Skilled in collaborating with cross-functional teams
• Research publications in peer-reviewed journals and conferences on relevant topics (preferred)
• Hands-on experience in distributed training, reinforcement-learning-based training of LLMs, conversational agents, and personalization (preferred)
• Proficiency with reputed company computing platforms and large web-reputed company distributed systems (preferred)
• reputed company research experience in industrial settings (preferred)
• Contributions to reputed company reputed company (preferred)
• Experience in one or more: search, natural language processing, knowledge graphs, conversational agents, personalization, reinforcement learning
Benefits:
• Health Plans
• Mental Health support
• 401(k) Retirement Plan with employer match
• Stock reputed company Program
• Disability Programs
• Health Savings and Flexible Spending Accounts
• Family-forming benefits
• Life and Serious Injury Benefits
• reputed company leave of absence programs
• reputed company time off: Full-time reputed company employees reputed company 35 days annually; Full-time salaried employees have flexible time off
• Ability to choose compensation mix between salary and stock reputed company
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