Software Engineer, Machine Learning Specialist
3 weeks ago
We are seeking a highly skilled Software Engineer, Machine Learning Specialist to join our team at Unreal Gigs. As a key member of our research team, you will be responsible for advancing deep learning research and developing general human-like machine intelligence.
Key Responsibilities- Research Implementation: Read and implement various research papers to improve architecture efficiency, training speed, loss metrics, and fine-tuning methods.
- Experimental Design: Devise and conduct scientifically rigorous experiments to validate the effectiveness of proposed adjustments for solving Imbue's target problems using LLMs.
- Fundamental Understanding: Enhance our knowledge of LLM fundamentals, focusing on areas such as chain-of-thought, reasoning, generalization, hallucination, and grokking.
- Hyperparameter Optimization: Utilize our existing framework to perform hyperparameter sweeps, and contribute to the development of new features for the sweep code.
- Infrastructure Collaboration: Work with infrastructure engineers to develop monitoring systems, informative logging, and maintenance guides for long-running experiments.
- Dataset Improvement: Collaborate with data and product engineers to identify and implement improvements in our training and evaluation datasets.
- Model Performance: Conduct scientific research and development to create LLM models that perform effectively in practical applications.
- 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.
- Competitive Salary: $175,000 - $325,000 annually.
- Health Insurance: Comprehensive medical, dental, and vision coverage.
- Retirement Plans: 401(k) plan with company matching.
- Paid Time Off: Generous PTO policy including vacation, sick leave, and holidays.
- Professional Development: Opportunities for continuous learning and career growth, including access to conferences, workshops, and online courses.
- Flexible Work Arrangements: Options for remote work and flexible scheduling to support work-life balance.
- Parental Leave: Paid parental leave for new parents.
- Wellness Programs: Access to mental health resources, wellness programs, and fitness reimbursements.
- Employee Assistance Program: Support for personal and professional issues through our EAP.
- Stock Options: Equity options to share in the company's success.
- Commuter Benefits: Pre-tax commuter benefits for public transportation and parking.
- Technology Stipend: Annual stipend for tech equipment and home office setup.
- Company Events: Regular team-building activities, social events, and company retreats.
- Diversity and Inclusion: Commitment to fostering an inclusive and diverse workplace.
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