Forward Deployed Engineer
Role Overview
Join Sia's AI Factory as a Forward Deployed Engineer embedded in a client engineering, product, or service team.
Combine hands-on software engineering with client-facing delivery to close platform gaps and deliver production use cases.
Work in the client's codebase and engineering standards, owning agreed deliverables from requirements through deployment and handover.
Key Skills for This Role
Full Job Posting
Role overview
Join Sia's AI Factory as a Forward Deployed Engineer embedded in a client engineering, product, or service team.
Combine hands-on software engineering with client-facing delivery to close platform gaps and deliver production use cases.
Work in the client's codebase and engineering standards, owning agreed deliverables from requirements through deployment and handover.
Responsibilities
- Participate in planning, standups, and delivery with client and Sia engineers.
- Translate client needs into scoped deliverables, acceptance criteria, and measurable outcomes.
- Design, develop, and deploy production Python backend services, APIs, connectors, and integrations.
- Address platform gaps and align architectural changes and dependencies with relevant owners.
- Build RAG pipelines, tool-calling agents, and LLM workflows using approved gateways and data sources, with evaluation and safeguards.
- Balance use-case delivery and platform improvements with maintainability, security, reliability, and timelines.
- Use code reviews, automated testing, CI/CD, logging, and monitoring; track quality, latency, and cost.
- Communicate progress, trade-offs, blockers, and risks; escalate scope changes and dependencies early.
- Document decisions and operating procedures and transfer knowledge to the client team.
Qualifications
- Bachelor's or master's degree in Computer Science, Software Engineering, or a related field, or equivalent practical experience.
- Three to six years of software development experience with a strong focus on production Python backend development.
- Strong Python skills and experience with FastAPI, Flask, Django, or a comparable framework; API design and integrations.
- Ability to navigate unfamiliar codebases, troubleshoot issues, and contribute production-quality code.
- Experience with SQL databases such as PostgreSQL; a cloud platform such as AWS, GCP, or Azure; Docker, Git, CI/CD, and automated testing.
- Practical experience with RAG, LLM applications, or tool-calling workflows, including retrieval, evaluation, and AI safety.
- Comfort working in an embedded client team, clarifying ambiguous requirements, and owning deliverables.
- Experience with governed enterprise environments, approved services, data access controls, and security reviews.
- Strong written and verbal communication skills for technical and non-technical stakeholders.
Preferred experience
- Agent orchestration frameworks, vector search tools, enterprise GenAI platforms, Kubernetes, or NoSQL databases are good to have.
- Spark, Databricks, consulting or client-facing delivery, and regulated-domain experience are good to have.
Workplace
- The position is based in Mumbai and is onsite.
What the company offers
- Opportunity to work on AI projects in a global consulting environment.
- Leadership development programs and training at global centers.
- A dynamic, collaborative team environment with diverse projects.
About Sia
Sia is a global management consulting group with 3,000 consultants serving clients from 48 locations in 19 countries.
Sia's Mumbai office launched in 2024.
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