About Skylight
Skylight is a digital consultancy using design and technology to help government agencies deliver better public services. We’re at the forefront of a civic movement to reinvent how all levels of government serve families, patients, and many others in today’s digital world.
If you want to play a part in driving this critical movement forward, we’d love for you to join our growing team of public interest technologists.
The work we do matters.
About the job
At Skylight, software engineers design, implement, and maintain software systems to improve government services for the public. This software is built to meet the needs of young adults transitioning out of the foster care system.
Skylight is partnering with the Administration for Children and Families (ACF) to build Fostering the Future, a platform that helps young adults aging out of foster care find the resources they need, when they need them. Co-designed with former foster youth and launching in fall 2026, the platform uses traditional resource database behavior with AI to help young adults in foster care ask the questions they don’t know to ask and access the resources they don’t know exist. You’ll work on both the user experience and the resource set that makes it valuable.
You’ll engineer the platform end-to-end: a chat-like experience that pairs LLM features with a curated knowledge base of resources for foster youth. Day to day, that means designing RAG systems, agent interactions, tuning prompts, refining embeddings, and ensuring any LLM integration is accurate, safe, and genuinely useful. Our stack is Python (LangChain and FastAPI), Postgres with pgvector, Next.js, and embedding and chat models including Amazon Titan and Claude — but we care more about your experience optimizing LLM interactions with knowledge bases than about any specific tool.
What to know going in
You’ll join a small cross-functional team of researchers, designers, product managers, and engineers helping the roughly 20,000 young people who age out of foster care each year get the support they’re entitled to. This is a fast-moving, zero-to-one effort — greenfield development on a new public-facing federal platform, at national scale.
What you’ll do
- Engineer a software product end-to-end — frontend and backend — as part of a cross-functional team that includes researchers, designers, product managers, and other engineers
- Design and optimize the platform’s LLM-powered features — semantic search across a knowledge base, prompt engineering, and retrieval quality — so foster youth get accurate, relevant guidance
- Build accessible, Section 508–compliant interfaces and the APIs and services behind them, keeping secure data exchanges reliable and performant
- Evaluate and improve the safety and quality of LLM interactions, so the experience stays trustworthy for the young people who rely on it
- Build secure, compliant software that meets federal security standards and defends against common vulnerabilities
- Achieve technical excellence by advocating for and adhering to lean-agile engineering practices such as API-first design, simple design, continuous integration, version control, and automated testing
- Mentor other engineers and share knowledge to strengthen the team’s engineering practice
What we’re looking for
Basic qualifications
- Experience designing and improving RAG based LLM systems including semantic search
- Experience designing multiple LLM/agent interactions to search and refine data sets
- Experience using LLMs to aggregate, refine, and review data sets
- Strong prompt improvement skills and understanding of LLM patterns that work
- Ability to write clean, working, and reusable code
- Can produce high-quality code by adhering to good practices such as automated testing
- Familiar with how to build secure, compliant software and defend against common vulnerabilities
- Possess a foundational understanding of data engineering, including how to use various datastores to handle persistent data in software systems
- Understand the different pieces of software systems and how to fit them together, while keeping performance, reliability, and availability in mind
- Understand the importance of always putting users at the center of your work, including thinking through the impact and implications of any code that you write
- Experience working on cross-functional teams (product, design, engineering, ops) in iterative delivery
- A mindset and work approach that aligns with our core values
Nice-to-haves
- Familiarity with our specific stack: Python (LangChain and FastAPI), Postgres with pgvector, Next.js, and embedding and chat models such as Amazon Titan and Claude
- Experience working with databases and/or cloud infrastructure
- Familiarity with CI/CD best practices
- Experience with infrastructure as code (e.g., Docker, Terraform)
- Experience delivering technology in government, regulated industries, or other public-benefit settings
- A track record of staying aligned and accountable on remote teams
Don’t meet every qualification but think you can do the job? We’d still love to hear from you. If you’re excited about the role, apply. We consider candidates with a range of backgrounds and experiences.
Other requirements
- Some of our available roles are on federal contracts that require a degree or additional years of experience as a substitute.
- All work must be conducted within the U.S., excluding U.S. territories.
- You must be legally authorized to work in the U.S. now and in the future without sponsorship.
- You must be able to obtain a public trust clearance.
- You must complete a company background check successfully.
Logistics
Position type
This is a full-time, exempt position.
Location
This is a fully remote position.
Travel
This role may require a small amount of travel to Washington, DC.
Expected start date
As soon as possible.
Care package
Salary
We want to give you the most competitive salary possible. After all, you deserve it! To that end, we use the results of our interview process to determine what salary is most appropriate given your current level of seniority. For a Software Engineer at Skylight, the current salary ranges are as follows:
- Associate Software Engineer: $90,000–$125,000
- Software Engineer I: $120,000–$140,000
- Software Engineer II: $135,000–$160,000
- Senior Software Engineer: $150,000–$185,000
- Staff Software Engineer: $170,000–$203,000
- Principal Software Engineer: $180,000–$230,000
Benefits
Your well-being is important to us, so we focus on supporting you in a variety of ways:
- Medical insurance, dental insurance, vision insurance
- Short-term and long-term disability insurance
- Life and AD&D insurance
- Dependent care FSA, healthcare FSA, health savings account
- Dollar-for-dollar 401(k) match up to 10% of your salary with no vesting period
- Flexible paid-time-off policy (generally around 25 days per year), plus 11 paid federal holidays
- Up to 12 weeks paid-time-off for all eligible new birth, adoption, or foster parents
- Performance rewards, including annual salary increase, annual performance bonus, spot bonuses, and stock options
- Business development / sales bonuses
- Referral bonuses
- Annual $2000 allowance for professional development
- Annual $750 allowance for tech-related purchases
- Annual swag budget of $100 to display your Skylight pride with some merchandise (hoodies, hats, and more)
- Dollar-for-dollar charity donation matching, up to $500 per year
- Flexible, remote-friendly work environment
- An environment that empowers you to unleash your superpowers for public good
Interview tips
Our process includes a preliminary screen, a skills interview, a behavioral interview, and a reverse interview where you meet your potential team — usually four conversations across two to three weeks. Here are some tips to help you prepare for a successful interview:
- Visit our join page to learn more about how our interview process works.
- Check out our Career Pathways framework to learn more about the different roles within Skylight and the skills needed to do them.
- Browse our case studies to learn more about our work.
If you’d like to request reasonable accommodations during the application or interviewing process, please contact our recruiting team at recruiting@skylight.digital.
We participate in E-Verify and upon hire, will provide the federal government with your Form I-9 information to confirm that you’re authorized to work in the U.S.
We are an Equal Opportunity Employer. All qualified applicants will receive consideration for employment without regard to race, color, national origin, sex, religion, age, disability, veteran status, or any other category protected by applicable law.
