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AI Applications Developer

Job in Houston, Harris County, Texas, 77246, USA
Listing for: Texas Regional Physicians
Full Time position
Listed on 2026-05-02
Job specializations:
  • Software Development
    AI Engineer, Machine Learning/ ML Engineer
Salary/Wage Range or Industry Benchmark: 80000 - 100000 USD Yearly USD 80000.00 100000.00 YEAR
Job Description & How to Apply Below

About the Role

We are seeking a motivated AI Applications Developer to design, build, and deploy AI-powered software that delivers tangible value to users. You will work across product, data science, and frontend/backend engineering to turn ideas into scalable, production‑ready AI features and apps. You’ll own the full lifecycle from concept and architecture to implementation, testing, and operations, with a focus on reliability, performance, and ethical AI practices.

Key Responsibilities
  • Design and implement AI-powered features and applications, including chatbots, assistants, search/retrieval, summarization, recommendations, vision-based features, or other ML-driven capabilities.
  • Build robust backend services and APIs to expose AI functionality; ensure low latency, high throughput, and scalable architecture.
  • Integrate AI models and pipelines with frontend products; collaborate with UI/UX to deliver intuitive AI-enhanced experiences.
  • Develop and maintain data pipelines, feature stores, and data preprocessing steps; ensure data quality, privacy, and security.
  • Evaluate models for performance, fairness, bias, latency, and reliability; implement monitoring, A/B testing, and rollback strategies.
  • Implement MLOps practices: versioning, CI/CD for ML, containerization (e.g., Docker), orchestration (e.g., Kubernetes), and automated testing.
  • Monitor applications post-release; instrument logging, metrics, tracing, and alerting; manage incident response and reliability targets.
  • Write clean, well‑documented code; create and maintain API docs, architecture diagrams, and developer guides.
  • Collaborate with Product, Design, Data Science, and Security teams to translate requirements into concrete technical plans.
  • Ensure compliance with privacy, security, and ethical guidelines; implement bias mitigation and explainability where appropriate.
  • Contribute to code reviews, unit/integration tests, and continuous improvement of development processes.
Required Qualifications
  • 2+ years of software development experience, with hands‑on work on AI‑enabled or data‑driven applications.
  • Proficiency in Python for backend and ML integration; experience with building or consuming AI/ML models and APIs.
  • Strong backend development skills and experience with at least one modern framework (e.g., FastAPI, Django, Flask, Node.js/Express).
  • Experience integrating AI services or LLMs (e.g., OpenAI, Cohere, Anthropic) and working with embeddings, vector databases (e.g., Pinecone, Weaviate), or retrieval‑based architectures.
  • Familiarity with cloud platforms (AWS, GCP, Azure) and basic Dev Ops practices (CI/CD, Docker); basic containerization and orchestration knowledge.
  • Knowledge of data privacy, security best practices, and ethical considerations in AI.
  • Ability to work cross‑functionally with product managers, designers, and data scientists; strong communication and collaboration skills.
  • A track record of writing tests (unit/integration), documentation, and maintaining code quality.
Preferred Qualifications
  • Experience with frontend technologies (React/Type Script) and integrating AI features into user interfaces.
  • Experience with ML pipelines and MLOps tools (MLflow, Kubeflow, Airflow) and monitoring tools (Prometheus, Grafana).
  • Familiarity with vector databases, structured/unstructured data processing, and data governance.
  • Degree in Computer Science, Engineering, or a related field; advanced degree a plus.
  • Knowledge of modern security practices, data anonymization, and GDPR/CCPA compliance.
Skills and Technologies
  • Languages:

    Python, JavaScript/Type Script (Node.js/React), SQL
  • AI/ML: LLMs, embeddings, retrieval, fine‑tuning, evaluation metrics
  • Backend:
    FastAPI/Django/Flask, REST/gRPC, microservices
  • Frontend:
    React, Next.js (nice‑to‑have)
  • Data:
    Pandas, Num Py, data pipelines, ETL
  • Cloud & Dev Ops: AWS/Azure/GCP, Docker, Kubernetes, CI/CD (Git Hub Actions, Git Lab CI)
  • Databases:
    Postgre

    SQL, Mongo

    DB, Redis
  • AI/ML Tools:
    OpenAI API, Pinecone/Weaviate, MLflow, PyTorch/Tensor Flow (nice‑to‑have)
  • Observability:
    Prometheus, Grafana, ELK/EFK stack
Nice‑to‑Have
  • Mendix and JAVA experience
  • Production experience with AI‑powered consumer or enterprise applications
  • Contributions to open‑source AI projects or prior startup experience
  • Experience with privacy‑preserving AI and bias mitigation techniques
  • Experience with HIPAA data privacy impact assessments and security reviews
What We Offer
  • Competitive compensation and meaningful equity
  • Comprehensive health, dental, and vision coverage
  • Professional development and opportunities for growth
  • Collaborative, inclusive team culture and mentorship
  • Modern tech stack and access to AI/ML resources
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