Toolmill Briefswhat companies are building, read from their hiring

Company brief · updated 2026-10-19

Anthrogen

anthrogen.com · Healthcare · Anthrogen is engineering post-modality biology. Today

8open roles
0new in 30 days
0closed in 30 days
0remote-eligible
freezehiring velocity

What they're building

AI systems that design modular biological machines moderate signal

Today: "We develop the AI systems that design modular biological machines and the experimental infrastructure to instantiate them." (anthrogen.com)

Roles: Member of Technical Staff (Research Engineer) · Member of Technical Staff (Research Scientist)

Requirements mention: strong Python · distributed training · GPU optimization · inference and serving at scale · generative models · diffusion · autoregressive

Inference: the two Technical Staff roles, both opened 2026-07-07, point to model training and serving work alongside the lab build-out. The postings do not say more than this.

Experimental infrastructure to construct and measure designed assemblies, including robotic lab work strong signal

Today: "We build the experimental infrastructure to construct these assemblies and return what we learn to the models." (anthrogen.com)

Roles: Research Associate (Biology) · Member of Platform Science (Research Scientist) · Research Associate (RL Environments)

Requirements mention: cloning · PCR · mammalian cell culture · transfection · high-throughput experimentation · lab automation · robotic lab · Opentrons · Hamilton · Tecan · liquid handlers

Inference: three Platform roles, all in San Francisco, suggest the wet-lab side is being staffed in parallel with the AI side, with automated and robotic lab work named in the postings. The postings do not say more than this.

In-vivo research for designed biological systems weak signal

Today: "We build the experimental infrastructure to construct these assemblies and return what we learn to the models." (anthrogen.com)

Roles: Member of Platform Science (Research Scientist, In-vivo)

Requirements mention: in-vivo research · pharmacokinetics · pharmacodynamics · animal-care protocols · translational biomarkers

No inference drawn; only one open role names this work.

Where the headcount is going

DepartmentOpen
Platform4
Technical Staff2
De Novo1
Operations1

Eight postings in San Francisco, none remote: seven defined roles plus one open-ended De Novo posting with a placeholder title; Platform holds the most (4), then Technical Staff (2) and Operations (1).

Who they need

Seniority: Two senior, two mid, two junior, and two with no level stated.

Skills named most: Python, R, cloning, PCR, transformations, liquid handlers, distributed training, GPU optimization, experimental infrastructure, AI systems, in-vivo research, pharmacokinetics

Locations: All eight postings are listed as San Francisco, none remote.

How to use this

If you're applying: Check the fit lines against your own background before applying; all roles are San Francisco-based and none are remote. The Platform wet-lab roles and the Technical Staff AI roles are the two clearest tracks. The De Novo posting has no defined title, so treat it as a general application. The Founding Operator role is the only one with a stated salary ($100,000-$200,000 base) and covers recruiting, onboarding, purchasing, facilities and public communications.

If you're selling or recruiting: Seven defined roles plus one open-ended posting, four of the defined roles in Platform, all San Francisco. The flag reads freeze because no roles opened in the last 30 days. Five roles opened on 2026-09-13 and none have closed, so this is a pause in new postings, not a cutback. The site describes Anthrogen as an AI research lab and names no products. A Founding Operator opening suggests operations, including recruiting and purchasing, is still being set up.

Get told when Anthrogen opens new roles.

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Open roles (8)

TitleDepartmentLocationPosted
<your-role-here />De NovoSan Francisco2026-09-13
Founding OperatorOperationsSan Francisco2026-09-13
Research Associate (Biology)PlatformSan Francisco2026-09-13
Member of Platform Science (Research Scientist, In-vivo)PlatformSan Francisco2026-09-13
Member of Platform Science (Research Scientist)PlatformSan Francisco2026-09-13
Member of Technical Staff (Research Engineer)Technical StaffSan Francisco2026-07-07
Member of Technical Staff (Research Scientist)Technical StaffSan Francisco2026-07-07
Research Associate (RL Environments)PlatformSan Francisco2026-07-07