Head of AI Research / Engineering
Company: Eon Systems PBC
Location: San Francisco
Posted on: April 2, 2025
Job Description:
Eon collects large-scale neuroscientific data sets to train
machine learning based brain emulations. We believe it is possible
to scale this technology in a safe, secure and trustworthy manner
in the next decade and empower humanity in unprecedented
ways.RoleThis is a senior / executive role responsible for leading
and enabling our AI research and/or engineering team to achieve
scientific breakthroughs in machine learning driven brain
emulation, using exabytes of neurodata.Responsibilities
- Executing and shaping strategy:
- Early: neurodata scaling laws, transformer based non-invasive
human brain foundation model and small organisms emulations.
- Medium: GPT-4 sized training runs for Mice and Non-Human
Primate emulation.
- 5y+: Human brain emulation prototypes on exascale compute.
- Budgeting: Responsible for R&D budget.
- Expected budget of -$30M in first 18 months, eventually
hundreds of millions of dollars. (A similar amount will be invested
in data acquisition efforts.)
- Team leadership and development:
- Team will start off with 3-5 individuals and probably will
quickly grow to 15, eventually 50-150 people in 2-3 years.
- Build development infrastructure from scratch to train frontier
models.
- Department specific Regulatory Compliance and Risk
Management.
- Stakeholder & partnership engagement:
- Close collaboration with our data acquisition team.
- Data centers and cloud providers.
- Research institutions like Mila, Allen Institute or
Janelia.
- Publication of technical reports/papers.
- Fundraising.Skills
- Technical:
- Experience with training large multi-billion parameter models
on multimodal datasets.
- 5-10+ years of industry experience in software development and
exceptional ability.
- Demonstrated experience with distributed computing frameworks
and large-scale cloud services.
- Ideally experience with different types of neuroscientific
datasets.
- Leadership:
- Oversaw engineering departments, ideally in a start-up
context.
- Publication track record.
- We expect everybody, independent of their role, to be:
- Practicing proactive, concise, and clear written
communication.
- Exceptionally output driven and a well-calibrated, fast,
autonomous, and diligent problem-solver.
- Excited about startup atmosphere - high initiative, agile, and
a can-do attitude in a fast changing environment.SalaryCompetitive
salaries, including equity, apply.
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Keywords: Eon Systems PBC, San Francisco , Head of AI Research / Engineering, Engineering , San Francisco, California
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