Software Engineer

5 days ago


Market St San Francisco CA USA, United States Unreal Gigs Full time
Unlock the Future of Artificial Intelligence

At Unreal Gigs, we're pushing the boundaries of deep learning research and developing general human-like machine intelligence. As a Software Engineer - Machine Learning, you'll collaborate closely with our senior research team to work on cutting-edge deep learning projects, infrastructure, and tooling.

Key Responsibilities:
  • Implement research papers to improve architecture efficiency, training speed, loss metrics, and fine-tuning methods.
  • Design and conduct scientifically rigorous experiments to validate the effectiveness of proposed adjustments for solving Imbue's target problems using LLMs.
  • Enhance our knowledge of LLM fundamentals, focusing on areas such as chain-of-thought, reasoning, generalization, hallucination, and grokking.
  • Utilize our existing framework to perform hyperparameter sweeps, and contribute to the development of new features for the sweep code.
  • Work with infrastructure engineers to develop monitoring systems, informative logging, and maintenance guides for long-running experiments.
  • Collaborate with data and product engineers to identify and implement improvements in our training and evaluation datasets.
  • Conduct scientific research and development to create LLM models that perform effectively in practical applications.
Requirements:
  • Python Proficiency: Highly comfortable writing Python code.
  • PyTorch Experience: Familiar with PyTorch and experienced in training deep neural networks.
  • Open Source Enthusiasm: Excited to work on and contribute to open-source projects.
  • Best Practices: Passionate about engineering best practices and maintaining high-quality code standards.
  • Self-Direction: Able to work independently and manage your own tasks effectively.
  • Execution Excellence: Demonstrated ability to get things done efficiently and effectively.
Benefits:
  • Competitive Salary: $175,000 - $325,000 annually.
  • Comprehensive medical, dental, and vision coverage.
  • 401(k) plan with company matching.
  • Generous PTO policy including vacation, sick leave, and holidays.
  • Opportunities for continuous learning and career growth, including access to conferences, workshops, and online courses.
  • Flexible work arrangements, including remote work and flexible scheduling.
  • Paid parental leave for new parents.
  • Access to mental health resources, wellness programs, and fitness reimbursements.
  • Equity options to share in the company's success.
  • Pre-tax commuter benefits for public transportation and parking.
  • Annual stipend for tech equipment and home office setup.
  • Regular team-building activities, social events, and company retreats.
  • Commitment to fostering an inclusive and diverse workplace.

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