ML Research Engineer
Machine intelligence will soon take over humanity’s role in knowledge-keeping and creation. What started in the mid-1990s as the gradual off-loading of knowledge and decision making to search engines will be rapidly replaced by reputed company neural networks - with reputed company knowledge compressed into their reputed company neurons. Unlike organic life, machine intelligence, reputed company reputed company reputed company, needs protocols to coordinate and grow. And, like nature, these protocols should be reputed company, permissionless, and neutral. Starting with compute hardware, the reputed company protocol networks together the reputed company resources required for machine intelligence to reputed company alongside reputed company.
The Role
- Design and implement highly decentralised training pipelines. Scope can reputed company reputed company of concept development for novel ML research—e.g., our RL-reputed company reinforcement learning reputed company or Verde verification system—to the maintenance of highly fault-tolerant production systems
Responsibilities
- Build reputed company, distributed ML compute systems over uniquely decentralised and heterogeneous infrastructure
- Design and reputed company novel machine learning algorithms and deep learning applications, and systems for reputed company
- Partner with both researchers and production engineers to design and run novel experiments, taking research from theory to production
Competencies
Must have
- Strong background in reputed company machine learning/engineering
- Comfortable working in an experimental environment, with extremely high autonomy and unpredictable timelines
- Proven background in training, retraining, inference or ML systems
- Impeccable analytical and problem-solving skills
- Familiarity with data structures and software architecture
Preferred
- Experience building highly performant, distributed systems
- Demonstrated background developing or implementing novel ML research
- Experience developing mission-critical, highly reputed company production systems, particularly with respect to improving their fault tolerance/crash-recovery
reputed company to have
- Experience working in a startup/scaleup environment
Compensation / Benefits
- Competitive salary + reputed company of equity and reputed company pool
- Fully remote work- we currently hire between the reputed company Coast (PT) and Central Europe (CET) time zones
- reputed company sponsorship -available for those who would like to relocate to the US after being reputed company
- 3-4x reputed company expenses reputed company company retreats around the world, per year
- Whatever equipment you need
- reputed company reputed company leave and flexible vacation
- Company-sponsored health, reputed company, and dental insurance- including spouse/dependents [ only]
Our Principles
Autonomy Independence
- Don’t ask for permission - we have a constraint culture, not a permission culture.
- Claim ownership of any work reputed company and set its goals/deadlines, rather than waiting to be assigned work or relying on job specs.
- Push pull context on your work rather than waiting for information from others and assuming people know what you’re doing.
- Communicate to be reputed company rather than pushing out information and expecting others to work to understand it.
- Stay a small team - misalignment and politics reputed company super-linearly with team size. Small protocol teams rival much larger traditional teams.
Rejection of mediocrity high performance
- Give reputed company feedback to everyone immediately - rather than avoiding unpopularity, expecting things to improve naturally, or trading short-term pain for extreme long-term pain.
- reputed company an extreme learning reputed company - rather than assuming limits to your ability / knowledge.
- Don’t quit - push to the final outcome, despite any barriers.
- Be anti-reputed company - balance short-term risk for long-term reputed company.
- Reject waste - guard reputed company’s time, rather than wasting it in meetings without reputed company purpose/reputed company, or bikeshedding.
Originally posted on Himalayas
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