Toolmill Briefswhat companies are building, read from their hiring

Company brief · updated 2026-10-18

Adaptyv

adaptyvbio.com · Healthcare · Adaptyv generates the data that AI models need to design new proteins — in just 3 weeks. Fully automated lab, clean experimental data, and comprehensive API.

34open roles
34new in 30 days
34closed in 30 days
8remote-eligible
slowinghiring velocity

What they're building

London lab build-out strong signal

Today: Protein validation lab service (site); the London lab is named only in job postings

Roles: Head of UK Lab Operations · Head of UK Operations · UK Ops & Programme Manager

Requirements mention: lab fit-out · instrument installation · permits · inventory and procurement

Inference: a second physical lab is being set up in London. Fit-out and operations leadership roles opened together on 2026-08-20, and postings describe 'a London lab opening in 2026'.

Protein expression and binding characterization strong signal

Today: "protein validation lab" that returns experimental data on submitted sequences (site text)

Roles: Production Scientist (Senior) · Scientist, Protein Expression & Purification · Bioengineer / Molecular Biologist · Binding Kinetics Scientist (SPR & BLI)

Requirements mention: expression (E. coli, mammalian, cell-free) · CHO · HEK · Protein A · binding kinetics

Inference: expression work now includes mammalian systems (CHO, HEK) alongside E. coli and cell-free, which suggests the validation service is adding proteins that need mammalian expression.

Lausanne lab operations and supply moderate signal

Today: Protein validation lab that runs customer assays in-house (site text)

Roles: Lab Operations Associate · Laboratory Technician, Lab Operations · Supply Chain & Procurement Manager

Requirements mention: cold chain · customs paperwork · liquid handling systems · vendor onboarding

Inference: the Lausanne lab is adding dedicated staff to keep stock, shipping and procurement running in-house.

Lab automation and experiment control software strong signal

Today: "comprehensive API" (site text)

Roles: Software Engineer, Lab Automation · Lab Automation Engineer · Software Engineer, Backend · Software Engineer, Product

Requirements mention: instrument drivers · orchestration layer · experiment scheduling · API-controllable hardware

Inference: the software and automation teams are building the control layer that lets AI agents schedule and run experiments on lab hardware.

AI-ready experimental datasets moderate signal

Today: "We turn raw measurements into clean, labelled data" (site text)

Roles: Data Scientist, Lab & Protein Data

Requirements mention: building datasets for model training and benchmarking · automated data pipelines · ML on experimental data

Inference: the company is building labelled datasets for training and benchmarking AI models from its own lab measurements.

DNA synthesis platform weak signal

Today: Customers submit protein sequences for validation (site text)

Roles: DNA Synthesis Platform Engineer

Requirements mention: oligonucleotide synthesis · high-throughput dispensing · microfluidics

No next step inferred; one posting names a next-generation DNA synthesis platform.

Where the headcount is going

DepartmentOpen
Biology11
Operations9
Software6
GTM4
Automation4

34 open roles: Biology 12, Operations 9, Software 6, GTM 4, Automation 3, with 20 in Lausanne and 7 in London; 4 opened in the last 30 days (all Biology), 6 in the prior 30, and 1 closed.

Who they need

Seniority: Largest groups are unspecified (9) and mid-level (8), followed by 5 junior, 5 manager, 3 senior, 3 intern and 1 director.

Skills named most: automated lab, Python, lab instruments, BLI, SPR, processing pipelines, Claude Code, API-controllable hardware, liquid handlers, TypeScript, LabOS, binding kinetics

Locations: Lausanne 20, London 7, Lausanne / Hybrid / Remote 5, United States 1, Switzerland 1; 10 roles are marked remote, each listed against a home location. The two Backend roles (Lausanne and London) and the three Scientific Account Executive roles are among them; most lab roles are not marked remote.

How to use this

If you're applying: Check each posting's own requirements. Laboratory Technician, Lab Operations asks for an apprenticeship or BSc, and Lab Operations Associate asks for French and English. Most Lausanne lab roles are not marked remote. Software roles commonly list Python, TypeScript and Postgres. Expression, purification and SPR/BLI experience is the most repeated science requirement.

If you're selling or recruiting: Lausanne holds 20 of 34 roles: 9 Biology, 5 Operations, and the rest in Software and Automation. London has 7, mostly UK lab and operations leadership. GTM hiring covers three remote Scientific Account Executives (London, United States, Switzerland) and a Community Manager focused on hackathons, competitions and Proteinbase. Velocity is slowing, with 4 new roles against 6 in the prior 30 days, and all 4 recent openings are in Biology.

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Open roles (34)

TitleDepartmentLocationPosted
Data Scientist, Lab & Protein DataSoftwareLausanne2026-10-19
Lab Operations AssociateOperationsLausanne2026-10-19
Scientist, Protein Expression & PurificationBiologyLausanne2026-10-19
Bioengineer, Display & Library EngineeringBiologyLausanne2026-10-19
Lab Technician, Molecular BiologyBiologyLausanne2026-10-19
Intern, Molecular BiologyBiologyLausanne2026-10-19
Research Associate, Molecular BiologyBiologyLausanne2026-10-19
Lab Technician, Lab OperationsBiologyLausanne2026-10-19
Scientist, Binding KineticsBiologyLausanne2026-10-19
Senior Scientist, ProductionBiologyLausanne2026-10-19
Synthesis Instrumentation EngineerBiologyLausanne2026-10-19
Software Engineer, BackendSoftwareLausanne (remote)2026-10-19
Head of Software EngineeringSoftwareLausanne / Hybrid / Remote (remote)2026-10-19
Software Engineer, ProductSoftwareLausanne2026-10-19
UK Ops & Programme ManagerOperationsLondon2026-10-19
Head of UK Lab OperationsOperationsLondon2026-10-19
Head of UK OperationsOperationsLondon2026-10-19
Supply Chain & Procurement ManagerOperationsLausanne2026-10-19
Head of FinanceOperationsLausanne / Hybrid / Remote (remote)2026-10-19
Talent LeadOperationsLausanne2026-10-19
Founders AssociateOperationsLausanne2026-10-19
Business Operations (Intern / Working Student) OperationsLausanne2026-10-19
Scientific Account ExecutiveGTMLondon (remote)2026-10-19
Scientific Account ExecutiveGTMUnited States (remote)2026-10-19
Scientific Account ExecutiveGTMSwitzerland (remote)2026-10-19
Community ManagerGTMLausanne / Hybrid / Remote (remote)2026-10-19
Software Engineer, Lab AutomationAutomationLausanne2026-10-19
Lab Automation InternshipAutomationLausanne2026-10-19
Software Engineer, ProductSoftwareLondon2026-10-19
Software Engineer, BackendSoftwareLondon (remote)2026-10-19
Bioengineer, Molecular BiologyBiologyLausanne2026-10-19
Lab Automation EngineerAutomationLausanne2026-10-19
Mechanical / Mechatronics Engineer (Early Career), HardwareAutomationLausanne2026-10-19
Forward Deployed ScientistBiologyLondon2026-10-12