AI Full-Stack Engineer
Genesis Administrative Services LLC2 months ago
Remote, UkraineMid Level
Responsibilities
- Build end-to-end AI tools covering data collection, ML/LLM logic, backend services, UI, and deployment.
- Develop reliable data-collection systems using flexible scraping and external API integrations.
- Automate data processing, including clustering, NLP analysis of feedback, and trend monitoring.
- Create cost-effective pipelines for large-scale generation of ideas, text, images, and video.
- Build predictive models for business metrics such as pre-launch CPA forecasting.
- Turn internal prototypes, including those created by nontechnical colleagues with AI assistants, into production-ready tools.
Requirements
- 3+ years of commercial full-stack experience building end-to-end technical solutions.
- Ability to work across ML models, backend systems, UI, and deployment without narrow specialization.
- Strong technical foundation in system design, data structures, and clean code.
- Practical experience with LLMs, including OpenAI API, LangChain or LlamaIndex, and prompt engineering.
- Understanding of clustering, classification, and embeddings.
- Consistent practical use of Cursor, Claude Code, or Codex as AI coding assistants.
- Ability to turn business ideas into MVPs without detailed specifications.
- Experience creating complex AI agents using agentic workflows or LangGraph, or multimodal pipelines for image and video generation.
- Predictive ML modeling with XGBoost, LightGBM, neural networks, tabular data, or time series is an advantage.
- Experience optimizing or fine-tuning open-source models, such as with LoRA, is an advantage.
- Experience creating and launching products from scratch, such as micro-SaaS products, Telegram bots, or pet projects with real users, is an advantage.
Benefits
- Flexible schedule and the ability to work from any convenient location.
- Medical insurance, 20 paid working days of vacation per year, and unlimited sick leave.
- All necessary work equipment, professional-learning reimbursement, and access to an internal education platform and lectures.
- Corporate events, networking, free sports training, corporate discounts, and massage during office visits.
- Support for colleagues and their families serving in Ukraine's defense forces, veterans, and people affected by war.
- Career progression toward AI Lead with a team or Principal AI Product Engineer with architectural leadership across ML initiatives.
Tech Stack
ClickHouseLightGBMXGBoost
Categories
About Genesis Administrative Services LLC
Genesis Administrative Services LLC, part of Genesis HealthCare, provides skilled nursing, senior living, and post‑acute rehabilitation services across the United States. It also delivers contract rehabilitation therapy, respiratory therapy, physician services, and private duty home care via Genesis SelectCare, serving older adults and medically complex patients. Founded in 1985 and headquartered in Kennett Square, Pennsylvania, the company supports long‑term, short‑stay, and specialty care across a broad facility network.