Toolmill Briefswhat companies are building, read from their hiring

Company brief · updated 2026-10-12

Benchling

benchling.com · B2B · Benchling is a cloud-based platform for biotechnology research and development and the only biology-first platform for scientific data, collaboration, and insights.

56open roles
23new in 30 days
13closed in 30 days
53remote-eligible
steadyhiring velocity

What they're building

The AI Scientist: agents and scientific models in the platform strong signal

Today: the AI Scientist, which the site says designs experiments, routes lab automation, captures results as structured data, and recommends next steps, alongside the cloud notebook and data platform

Roles: Software Engineer, Agents · Research Engineer, Model Evaluation and Improvement · AI GTM Specialist

Requirements mention: LLM-powered primitives · AI agents · evaluating and improving scientific models · LLMs for biological applications · outbound sales pitch

Inference: the company is staffing engineering, model evaluation, and go-to-market work on the AI Scientist it already describes on its site, which matches the 'We're building an AI scientist for our customers' line in most postings.

Regulated process execution and workflow orchestration moderate signal

Today: automated workflows and capture of lab results as structured data

Roles: Software Engineer, Full Stack (Process Execution)

Requirements mention: workflow engines · orchestration systems · regulated software environments · FDA 21 CFR Part 11

Inference: the company may be extending its workflow features into regulated execution environments, based on this role's requirements. GxP experience also appears in the Customer Success Manager posting.

Schemas: the codeless configuration layer for customer data models strong signal

Today: customers model and track scientific data on the platform

Roles: Product Manager, Schemas · Product Manager, Platform

Requirements mention: Schemas is the layer where our customers model their data and is a codeless configuration system powering all of Benchling's applications · data-modeling · configuration system

Inference: the company is investing in the schema and configuration layer as a shared base for its applications, based on two product manager roles naming it directly.

Developer platform: APIs, SDKs and MCP-based integrations moderate signal

Today: the API, app integrations, and custom interface designer described on the site

Roles: Product Manager, Developer Platform · Software Engineer, Platform (Developer Experience) · Technical Solution Architect

Requirements mention: hands-on ownership of API, SDK, or developer platform products · MCPs · SDKs · code recipes · Benchling's developer platform

Inference: the company may be extending its developer surface to include MCP-based access, based on the Developer Platform product manager requirements.

Partner-led delivery through systems integrators moderate signal

Today: customer success, implementation, and services from the Benchling team

Roles: Global Partner Lead · Head of Professional Services, EMEA · Partner Enablement Manager

Requirements mention: managing large, complex GSIs · managing delivery through third-party systems integrator partners · design and build enablement programs from scratch

Inference: the company may be scaling delivery through third-party integrators, based on these leadership and enablement roles.

Pricing and packaging rollout strong signal

Today: quote-to-cash and Salesforce CPQ processes, as named in the Head of Enterprise Applications and Revenue Accountant Manager postings

Roles: Pricing & Packaging Ops Manager - Contractor · Head of Enterprise Applications · Product Marketing Manager · Revenue Accountant Manager

Requirements mention: Project manage execution of the P&P rollout · pilot testing process · SKU bundling · consumption billing · discounting methodology · contract modification accounting

Inference: the company is rolling out new pricing and packaging, and the billing systems role lists consumption billing among its requirements.

Where the headcount is going

DepartmentOpen
Customer Experience16
Engineering15
Sales14
Product & Design6
Finance3
People1
Marketing1

58 open roles, 21 opened in the last 30 days and none closed, with the largest groups in Customer Experience (17), Sales (13), and Engineering (13).

Who they need

Seniority: Mostly mid-level (41 of 58), with 11 senior, 3 manager, 1 principal, and 2 junior roles.

Skills named most: Salesforce, AI, Python, Solution Selling, SQL, Pipeline Generation, Sales Forecasting, Negotiation and Closing, Account Management, MEDDICC, Gainsight, LIMS

Locations: 55 of 58 roles are remote. The three non-remote roles are in San Francisco. Other listed locations include Boston, London, Zurich, Copenhagen, New York, and remote US.

How to use this

If you're applying: Start with the roles that match your background, such as Solution Consultant - R&D or Software Engineer, Agents. Check each posting's requirements list for the exact terms you can speak to, like Python, LLMs, or Salesforce. 55 of 58 roles are marked remote, but each lists a home city and some require specific languages, so check the posting for location limits.

If you're selling or recruiting: Use the building section to open a conversation about the AI Scientist, schemas, partner delivery, or the pricing and packaging rollout, and reference the specific role title. A Model Hub product role for scientific AI models is also open. The 21 roles opened in the last 30 days, with none closed, show steady hiring, but the postings do not show budgets or headcount plans.

Get told when Benchling opens new roles.

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Open roles (56)

TitleDepartmentLocationPosted
Software Engineer, Cloud InfrastructureEngineeringSan Francisco, CA (remote)2026-10-23
Customer Success Manager Customer ExperienceSan Francisco, CA (remote)2026-10-23
Strategic Account Executive (Zurich)SalesZurich, Switzerland (remote)2026-10-23
Solution Consultant - R&DSalesTarrytown, NY (remote)2026-10-22
Leader, Majors SalesSalesNew York, NY (remote)2026-10-22
Leader, Majors SalesSalesSan Francisco, CA (remote)2026-10-21
Product Manager, Study LifecycleProduct & DesignBoston, MA (remote)2026-10-19
Enterprise Account ExecutiveSalesIndianapolis, IN (remote)2026-10-14
Enterprise Account ExecutiveSalesBoston, MA (remote)2026-10-14
Software Engineer, Extensibility PlatformEngineeringSan Francisco, CA (remote)2026-10-12
Head of ProcurementFinanceSan Francisco, CA (remote)2026-10-12
Solution Consultant - R&DSalesZurich, Switzerland (remote)2026-10-09
Solution Consultant - R&DSalesLondon, England (remote)2026-10-09
Leader, Account ManagementCustomer ExperienceSan Francisco, CA (remote)2026-10-06
SMB Account ExecutiveSalesSan Francisco, CA (remote)2026-10-06
GTM Strategy & OperationsSalesLondon, England (remote)2026-10-06
Strategic Account Executive (Nordics)SalesLondon, England (remote)2026-10-02
AI GTM SpecialistEngineeringSan Francisco, CA (remote)2026-10-01
Software Engineer, Full Stack (Process Execution)EngineeringSan Francisco, CA (remote)2026-09-28
Technology Operations EngineerEngineeringBoston, MA (remote)2026-09-28
Technical Account Manager Customer ExperienceBoston, MA (remote)2026-10-15
Head of Professional Services, EMEACustomer ExperienceLondon, England (remote)2026-09-24
Head of Professional Services, EMEACustomer ExperienceZurich, Switzerland (remote)2026-09-24
Leader, Product SupportCustomer ExperienceBoston, MA (remote)2026-09-23
Strategic Financial Analyst, GTMFinanceSan Francisco, CA (remote)2026-09-22
Product Manager, PlatformProduct & DesignSan Francisco, CA (remote)2026-09-18
Product Manager, InfrastructureProduct & DesignSan Francisco, CA (remote)2026-09-18
Head of Enterprise ApplicationsEngineeringSan Francisco, CA (remote)2026-09-16
Revenue Accountant ManagerFinanceSan Francisco, CA (remote)2026-09-14
Executive Assistant to Sales Leadership (Contract) PeopleSan Francisco, CA (remote)2026-09-11
Software Engineer, Tools and AutomationEngineeringSan Francisco, CA (remote)2026-09-09
Partner Enablement ManagerCustomer ExperienceBoston, MA (remote)2026-09-04
Field Enablement Manager (Enablement Program and Platform Manager)Customer ExperienceBoston, MA (remote)2026-09-04
Software Engineer, AgentsEngineeringSan Francisco, CA2026-09-04
Global Partner LeadSalesSan Francisco, CA (remote)2026-09-02
Technical Solution ArchitectCustomer ExperienceSan Francisco, CA (remote)2026-09-01
Implementation ManagerCustomer ExperienceBoston, MA (remote)2026-08-31
Implementation ManagerCustomer ExperienceSan Francisco, CA (remote)2026-08-28
Data EngineerEngineeringSan Francisco, CA (remote)2026-08-28
Software Engineer, Platform (Developer Experience)EngineeringBoston, MA (remote)2026-08-25
Software Engineer, Platform (Developer Experience)EngineeringSan Francisco, CA (remote)2026-08-25
Research Engineer, Model Evaluation and ImprovementEngineeringSan Francisco, CA2026-08-24
Solutions Delivery ManagerCustomer ExperienceBoston, MA (remote)2026-08-14
Customer Experience Communications Operations ManagerCustomer ExperienceBoston, MA (remote)2026-08-11
Product Marketing ManagerMarketingSan Francisco, CA (remote)2026-08-05
Enterprise Solutions ArchitectCustomer ExperienceBoston, MA (remote)2026-07-23
Product Manager, Process ExecutionProduct & DesignSan Francisco, CA (remote)2026-07-22
Software Engineer, Applications (App Foundations) (High Seniority)EngineeringSan Francisco, CA (remote)2026-07-22
Product Support AnalystCustomer ExperienceBoston, MA (remote)2026-07-21
Software Engineer, Applications (Scientific Development Solutions) (High Seniority)EngineeringSan Francisco, CA (remote)2026-07-20
Enterprise Account ExecutiveSalesSan Francisco, CA (remote)2026-07-10
Product Manager, Growth, Scientific AI ModelsProduct & DesignSan Francisco, CA2026-07-07
Product Manager, SchemasProduct & DesignSan Francisco, CA (remote)2026-06-22
SMB Account ExecutiveSalesZurich, Switzerland (remote)2026-05-20
Global Program ManagerCustomer ExperienceSan Francisco, CA (remote)2026-10-22
Software Engineer, Full Stack (Enterprise Lifecycle) (High Seniority)EngineeringSan Francisco, CA (remote)2026-03-29