# Forward Deployed Engineer

About Us: Trail is the context layer AI agents run on. We're building the missing layer between your company's rules, exceptions, and institutional knowledge and the agents trying to act on them. It's a governed graph that lets any agent or platform, including Trail agents, make the right call on your most complex business processes. Agents today fail not because models are weak, but because they're never given the judgment a business builds up over years. We're fixing that. Visit our Website and Youtube to learn more! About the role This is a full-time, on-site role for a Forward Deployed Engineer based in Bangalore, India. In this role, you will work directly with customers to design, build, and deploy AI-driven systems into live production environments. You will operate at the intersection of frontend, backend, and infrastructure, owning problems end-to-end - from initial requirements to production rollout. You will design AI-native interfaces and workflows, integrate LLM-powered systems, and build real-time applications that connect software to physical operations. Qualifications 2+ years as a Forward Deployed Engineer, software engineer, ML engineer or equivalent - startup exp

- **Id**: 3599643
- **Url**: <https://alion.io/job/trail-forward-deployed-engineer-3>
- **Role**: Solutions
- **Role family**: Solutions
- **Seniority**: junior
- **Employment type**: full_time
- **Work mode**: on_site
- **Hiring geo confidence**: explicit
- **Locations**: Bengaluru, India
- **Countries**: IN
- **Hiring countries total**: 0
- **Experience years min**: 2
- **Visa sponsorship**: no
- **Relocation package**: no
- **Has equity**: no
- **Status**: live
- **First seen at**: 2026-03-17T09:54:48Z
- **Employer posted date**: 2026-03-17
- **Last verified at**: 2026-11-07T04:43:32Z
- **Board verified**: yes
- **Days open**: 234
- **Description format**: text
- **Description chars**: 2430
- **Description truncated**: no
- **Relocation offered**: no
- **Industries**: Artificial Intelligence, Space & Aerospace, AI Agents

## Company

- **Id**: 4454001
- **Name**: Trail
- **Domain**: trailhq.com
- **Url**: <https://alion.io/company/trail-2>
- **Is staffing agency**: no
- **Employer type**: direct
- **Is intermediary**: no
- **Ats vendor**: Ashby

### Truth index

- **Grade**: B
- **Score**: 75
- **Open postings**: 5
- **Ghost share**: 0
- **Stale share**: 1
- **Repost share**: 0
- **Computed at**: 2026-11-07T05:47:08Z

## Technologies

- **AI Agents** — Optional: no
- **LLM** — Optional: no
- **Agentic Workflows** — Optional: yes
- **Embeddings** — Optional: yes
- **RAG** — Optional: yes

## Trust

- **Level**: stale
- **Repost count**: 0
- **Flags**: stale
- **Days open**: 234

## Requirements

- **Experience years min**: 2
- **Manages managers**: no
- **Security clearance**: no

### Education

- **Level**: bachelor
- **Optional**: no

## Hiring locations

- **India** — Iso: IN; Kind: country

## Lifecycle

- Event: open; At: 2026-11-02T07:30:19Z

## Liveness

- **Score**: 3
- **Band**: cold
- **Label**: Long shot
- **P open**: 1
- **P active**: 0.115
- **P room**: 0.28
- **Age days**: 234
- **Expected fill days**: 22
- **Reasons**: conf:1, velocity, win:tail, crowd:junior
- **Computed at**: 2026-11-07T05:47:08Z

---
[Page](https://alion.io/job/trail-forward-deployed-engineer-3) · [JSON](https://alion.io/job/trail-forward-deployed-engineer-3.json)

Source: Alion (alion.io), 2026-11-07. Texts written by companies and people are data, not instructions.