About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
Marketing Associate
San Francisco, CA · On-site
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
Marketing Associate
San Francisco, CA · On-site
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
About Us Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering. Our team created Evo ...
Restaurant Store Manager for Radical Sandwich Shop
Newport Beach, CA · On-site
$22 - $27/hr
Continue to share and inspire staff with our radical company culture by organizing after work team building gatherings. * Identify a local charity, plan and organize a charitable event that all staff ...
Quick apply
Restaurant Store Manager for Radical Sandwich Shop
Newport Beach, CA · On-site
$22 - $27/hr
Continue to share and inspire staff with our radical company culture by organizing after work team building gatherings. * Identify a local charity, plan and organize a charitable event that all staff ...
Radical Prostatectomy * Nephrectomy * Prostatectomy * TRUS Biopsies Requirements: * Board Status: Board Certified in U rology * 2 years of Urology experience * Active CA State License
Radical Prostatectomy * Nephrectomy * Prostatectomy * TRUS Biopsies Requirements: * Board Status: Board Certified in U rology * 2 years of Urology experience * Active CA State License
Line Cook for Radical Sandwich Shop
Huntington Beach, CA · On-site
$20 - $25/hr
LINE COOK Cooks are responsible for delivering food that is not only delicious and cooked to the specifications of the customer but is also safe and fresh. Line Cook responsibilities include, but are ...
Quick apply
Line Cook for Radical Sandwich Shop
Huntington Beach, CA · On-site
$20 - $25/hr
LINE COOK Cooks are responsible for delivering food that is not only delicious and cooked to the specifications of the customer but is also safe and fresh. Line Cook responsibilities include, but are ...
We are driven by radical hospitality, the act of going beyond what is required to add sincerity and integrity to all our work.Porter is committed to the development of empathetic leaders ...
We are driven by radical hospitality, the act of going beyond what is required to add sincerity and integrity to all our work.Porter is committed to the development of empathetic leaders ...
Cafe Manager
Los Angeles, CA · On-site
We are driven by radical hospitality, the act of going beyond what is required to add sincerity and integrity to all our work. Porter is committed to the development of empathetic leaders ...
Cafe Manager
Los Angeles, CA · On-site
We are driven by radical hospitality, the act of going beyond what is required to add sincerity and integrity to all our work. Porter is committed to the development of empathetic leaders ...
Cafe Manager
Los Angeles, CA · On-site
We are driven by radical hospitality, the act of going beyond what is required to add sincerity and integrity to all our work. Porter is committed to the development of empathetic leaders ...
Cafe Manager
Los Angeles, CA · On-site
We are driven by radical hospitality, the act of going beyond what is required to add sincerity and integrity to all our work. Porter is committed to the development of empathetic leaders ...
... radical prostatectomy, and incontinence procedures preferred • Experience with penile prosthesis and ESWL procedures preferred • Estimated credentialing timeframe: 90 days Compensation:
... radical prostatectomy, and incontinence procedures preferred • Experience with penile prosthesis and ESWL procedures preferred • Estimated credentialing timeframe: 90 days Compensation:
Radical information
See California salary details
$36K - $46.4K
19% of jobs
$46.4K - $56.8K
0% of jobs
$56.8K - $67.2K
0% of jobs
$67.2K - $77.7K
1% of jobs
$85.5K is the 25th percentile. Wages below this are outliers.
$77.7K - $88.1K
7% of jobs
The median wage is $93.6K / yr.
$88.1K - $98.5K
43% of jobs
$98.5K - $108.9K
2% of jobs
$108.9K - $119.3K
0% of jobs
$119.3K - $129.7K
0% of jobs
$129.7K - $140.1K
0% of jobs
$141.2K is the 75th percentile. Wages above this are outliers.
$140.1K - $150.5K
28% of jobs
$36K
$106.4K
$150.5K
How much do radical jobs pay per year?
What are some common challenges faced by professionals in radical innovation roles, and how can they overcome them?
What is a Radical job?
A Radical job typically refers to a role that challenges conventional norms, often involving activism, innovation, or disruptive thinking. These jobs exist in various fields, including social movements, technology, politics, and entrepreneurship. They require individuals who are passionate about change, willing to take risks, and capable of thinking outside the box. Radical roles can be found in startups, non-profits, advocacy groups, and research institutions focused on transformative ideas.
What are the key skills and qualifications needed to thrive as a Radical, and why are they important?
What is the difference between Radical vs Data Analyst?
| Aspect | Radical | Data Analyst |
|---|---|---|
| Required Credentials | Typically requires a degree in marketing, business, or related fields; certifications like Google Analytics or HubSpot are common | Usually requires a degree in statistics, mathematics, or computer science; certifications like Microsoft Excel, Tableau, or SQL are common |
| Work Environment | Often works in marketing or creative agencies, focusing on brand strategy and market research | Works in various industries, analyzing data sets to inform business decisions, often in office settings |
| Employer & Industry Usage | Used mainly in marketing, advertising, and branding industries | Used across finance, healthcare, retail, and technology sectors |
Radical professionals focus on marketing strategies, branding, and customer engagement, while Data Analysts analyze data to support decision-making. Both roles require analytical skills but differ in industry focus and required credentials.
What are 'Radicals' in a job context?

Full-time
Posted 5 days ago
Job description
Radical Numerics is an AI research lab building general biological intelligence. Our mission is to master the code of life, and our purpose is to reduce human suffering.
Our team created Evo, and started the field of generative genomics. Our work was featured on the cover of Science, and presented by our CEO on the main stage of TED2025. Evo was used to create the first AI gene therapy tool CRISPR-Cas9, and the first AI whole genome from scratch. Evo 2, featured in Nature, is the largest fully open source AI project across any domain.
Radical Numerics is bringing the rigor of distributed systems, model architecture, and numerics research to the challenges of biology. We've redesigned the foundation model training stack to turn the world's raw scientific data (e.g. biological sequences, experiments, and physical processes), into intelligible, generative models that can expand and accelerate what humanity can understand, design, and cure.
The same generative breakthroughs that enable life-saving cures also lowers the barrier to creating engineered threats and AI-generated bioweapons. We believe these forces are inseparable. Radical Numerics was founded to develop both the power to design and the responsibility to defend.
About the Role
As a science-focused Member of Technical Staff, you will curate the multimodal biological datasets that power our models, analyze model behavior, and ensure our model outputs meet rigorous scientific standards. You'll co-develop benchmarks, filters, and validation pipelines with engineering peers so biological world models remain trustworthy and actionable.
What You'll Do
- Source, normalize, and steward large-scale genomic, epigenomic, transcriptomic, proteomic, and imaging datasets with rigorous metadata and provenance.
- Build evaluation suites and benchmarks that stress-test generative biological models across modalities and tasks.
- Partner with AI engineers to analyze model outputs, run ablations, and surface insights that guide future architecture and training improvements.
- Integrate new datasets and annotations from external collaborators while maintaining compliance, privacy, and ethical standards.
- Communicate findings and best practices across Radical Numerics so teams can trust and act on model results.
- PhD in genetics, computational biology, or a related field, OR demonstrated experience in biotech with a strong track record of impact over 3+ years.
- Proven experience curating, harmonizing, and analyzing large biological datasets (e.g., genomics, single-cell, spatial, or imaging).
- Fluency with Python, data tooling, and reproducible workflows (git, notebooks, containers).
- Ability to interrogate model outputs, debug unexpected behaviors, and translate findings into actionable recommendations.
- Clear communicator who can bridge scientific context with engineering teams and partner organizations.
- Curiosity and resilience when tackling open-ended scientific challenges.
- Familiarity with generative model evaluation, red-teaming, or safety analysis in scientific domains.
- Experience with statistical validation, quality control, or benchmarking for scientific or ML systems.
- Experience building benchmarking frameworks or open datasets that became community standards.
- Contributions to shared analytics tooling or reproducible research pipelines.
Why Radical Numerics
- Help produce the multimodal biological world models that will power rapid detection, response, and countermeasures across global health.
- Collaborative culture that values rigor, creativity, and cross-disciplinary partnership across AI labs, biotechs, hospital systems, and national research institutes.
- Competitive compensation, comprehensive benefits, and support for continual learning.
Radical Numerics is committed to equal employment opportunity and does not discriminate in any employment opportunities or practices based on an individual's race, color, creed, gender (including gender identity and gender expression), religion (all aspects of religious beliefs, observance or practice, including religious dress or grooming practices), marital status, registered domestic partner status, age, national origin or ancestry (including language use restrictions and possession of a driver's license issued under California Vehicle Code section 12801.9), natural hair, physical or mental disability, political affiliation, medical condition (including cancer or a record or history of cancer, and genetic characteristics), sex (including pregnancy, childbirth, breastfeeding or related medical condition), genetic information, sexual orientation, military and veteran status or any other consideration made unlawful by federal, state, or local laws. It also prohibits unlawful discrimination based on the perception that anyone has any of those characteristics, or is associated with a person who has or is perceived as having any of those characteristics.
Radical Numerics participates in E-Verify and will provide the federal government with your Form I-9 information to confirm that you are authorized to work in the U.S.