Toolmill Briefswhat companies are building, read from their hiring

Company brief · updated 2026-10-18

Shepherd

shepherdinsurance.com · Fintech

25open roles
11new in 30 days
4closed in 30 days
0remote-eligible
acceleratinghiring velocity

What they're building

Nova: autonomous underwriting of broker submissions moderate signal

Today: Site heading: 'Smarter underwriting powered by data and technology.'

Roles: AI Product Manager

Requirements mention: eval framework · extraction flow · construction risk · statistically literate

Inference: the posting describes Nova as reading broker submission documents and handing back a priced account, so the next step may be more automated handling of submissions. Only one posting names this work directly.

Commercial risk platform: core engineering strong signal

Today: Site heading: 'Powered by tech. Proven in the field.'

Roles: Staff Software Engineer (SF) · Staff Software Engineer · Software Engineer, Full Stack · Software Engineer, Backend · Software Engineer, AI Product + Agents

Requirements mention: automated underwriting · policy administration · underwriting workflows · policy lifecycle infrastructure · core rating and decision systems · GraphQL APIs · shipping product

Inference: four of these five postings name underwriting or policy work, and the Full Stack posting names core rating and decision systems. This suggests the in-house underwriting and policy platform is being extended. Several of these roles have been open since mid-2025.

Data foundation and actuarial pricing moderate signal

Today: Site heading: 'Smarter underwriting powered by data and technology.'

Roles: Analytics Engineer · Actuarial Data Science Lead · Actuarial Data Analyst

Requirements mention: semantic layers · metric definitions · warehouse · feature pipelines · telematics pricing models · ratemaking · rate adequacy

Inference: the Analytics Engineer posting describes a canonical analytical layer, and the two Actuarial roles ask for pricing and ratemaking work. Together they point to shared data definitions feeding pricing. All three opened in the last three weeks. The Data Science Lead also asks for telematics pricing models, which fits the site's 'Get rewarded for reducing risk', but this is a single mention.

Inland Marine and Builder's Risk underwriting strong signal

Today: Site heading: 'Essential coverage for annual programs or projects.'

Roles: Technical Lead, Inland Marine · Builders Risk Production Lead · Senior Energy Underwriter · Executive Underwriter · Senior Underwriter

Requirements mention: Builders Risk forms · Master Builders Risk · coverage form development · audit programs · quota share placements · Builder's Risk · Inland Marine

Inference: all five underwriting postings name Builder's Risk. The newest, Technical Lead, Inland Marine, asks for coverage form development, Master Builders Risk and audit programs, which suggests Shepherd is building out its own forms and programs in this line.

Applied AI and machine learning moderate signal

Today: Site heading: 'Powered by tech. Proven in the field.'

Roles: Founding Machine Learning Engineer · Software Engineer, Applied AI

Requirements mention: LLMs · RAG architectures · model serving · RLHF · LoRA · structured outputs · evaluation frameworks

Inference: the Applied AI posting asks for LLMs, RAG and model serving, and the Founding ML Engineer posting asks for model tuning (RLHF, DPO, LoRA) and structured outputs. Both ask for evaluation. This suggests in-house AI model work alongside the Nova product effort.

Broker-facing underwriting and distribution moderate signal

Today: Site heading: 'Specialty insurance products for complex, high-hazard industries.'

Roles: Executive Underwriter · Senior Underwriter · Builders Risk Production Lead · Senior Energy Underwriter · Brand and Experiences

Requirements mention: producer management · new business development · broker relationships · broker-facing dinners · conference and field marketing strategy

Inference: four underwriting postings in San Francisco and New York City ask for producer management and new business development, and the NYC marketing role asks for broker-facing dinners and field marketing. Broker distribution is part of the underwriting hire profile. The two NYC underwriting roles have been open since September 2025.

Where the headcount is going

DepartmentOpen
Underwriting10
EPD9
Actuarial2
Compliance1
Operations1
Marketing1
Customer Experience1

Half of the 18 open roles (9) are in EPD, followed by Underwriting (5), Actuarial (2), Customer Experience (1) and Marketing (1), with 12 in San Francisco and 6 in New York City. The five roles opened in the last 30 days lean to data, actuarial and Inland Marine.

Who they need

Seniority: Senior 10, staff 3, mid 3, junior 1, manager 1 across 18 open roles.

Skills named most: Node.js, TypeScript, GraphQL APIs, React, Next.js, Postgres, Redis, Python, SQL, dbt, automated underwriting, Builder's Risk

Locations: San Francisco (12) and New York City (6). No remote roles are listed; all postings are marked remote: false.

How to use this

If you're applying: Apply to the engineering, underwriting or actuarial roles if your stack, your Builder's Risk experience or your ratemaking background matches the listed requirements. All roles are on-site in San Francisco or New York City, so check the location before applying.

If you're selling or recruiting: Five roles opened in the last 30 days and three closed: Analytics Engineer, Technical Lead, Inland Marine, Actuarial Data Science Lead, Actuarial Data Analyst and Customer Experience Associate. Lead with data, actuarial and Inland Marine. Several engineering roles have been open since mid-2025 and may be hard to fill. Use the postings' own terms, such as Builder's Risk, automated underwriting, policy administration and producer management.

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Open roles (25)

TitleDepartmentLocationPosted
Compliance LeadComplianceSan Francisco2026-10-23
Head of Finance OperationsSan Francisco2026-10-21
Director of MarketingMarketingSan Francisco2026-10-20
Head of Wholesale UnderwritingUnderwritingNew York City2026-10-19
Subcontractor Default Underwriting LeadUnderwritingSan Francisco2026-10-19
Professional Liability Underwriting LeadUnderwritingNew York City2026-10-19
Commercial Casualty Underwriting Leader (Director)UnderwritingSan Francisco2026-10-19
Commercial Property Underwriting Leader (Director)UnderwritingNew York City2026-10-19
Analytics EngineerEPDSan Francisco2026-10-07
Technical Lead, Inland MarineUnderwritingSan Francisco2026-10-02
Actuarial Data Science LeadActuarialNew York City2026-09-25
Actuarial Data AnalystActuarialNew York City2026-09-23
Customer Experience AssociateCustomer ExperienceSan Francisco2026-09-21
AI Product ManagerEPDSan Francisco2026-08-06
Staff Software Engineer (SF)EPDSan Francisco2026-08-03
Staff Software EngineerEPDNew York City2026-07-23
Senior Energy UnderwriterUnderwritingSan Francisco2026-06-04
Builders Risk Production LeadUnderwritingSan Francisco2026-06-04
Founding Machine Learning EngineerEPDSan Francisco2026-04-02
Software Engineer, Applied AIEPDSan Francisco2026-10-20
Executive UnderwriterUnderwritingNew York City2025-09-12
Senior UnderwriterUnderwritingNew York City2025-09-12
Software Engineer, AI Product + AgentsEPDSan Francisco2026-10-20
Software Engineer, Full StackEPDSan Francisco2026-10-20
Software Engineer, BackendEPDSan Francisco2026-10-20