Full-stack & AI Integration Engineer
hace 2 semanas
Job Description
Full-stack & AI Integration Engineer
Role: Full-stack & AI Integration Engineer
Location: Remote--will work for a US client with teams based in Los Angeles, California
Level: Senior
Department: Engineering
Summary
Our client is revolutionizing marketing with the first AI marketing agent that merges human insights with advanced AI to address organizational complexity. The technology streamlines processes and accelerates audience targeting from months to weeks. Serving marketers in sports, entertainment, fashion, and travel, thethe platform is set to transform the marketing landscape.
About the Project
They are scaling their machine learning models and enhancing their platform's capabilities. Built using a sophisticated architecture, the ML models optimize and accelerate audience targeting through actionable insights. Their goal is to develop a robust, scalable platform that integrates these models seamlessly and enhances their accessibility across diverse industries. This platform will be the cornerstone of their AI-driven services, facilitating real-time data processing, complex algorithmic computations, and a user-friendly interface that empowers marketers to execute hyper-personalized strategies effectively.
What you'll do:
1. Set Up an API for Customized AI Algorithms
Conversation Analysis: Use NLP techniques to analyze user inputs and extract key information.Entity Extraction and Intent Recognition: Implement entity extraction and intent recognition to understand user needs (skills: spaCy, NLTK, Hugging Face transformers).API Development: Develop a secure and well-documented API for the ML models using frameworks like Flask, FastAPI, or Django.Dynamic Algorithm Selection: Implement a system for selecting appropriate algorithms based on user needs.Customized Response Generation: Generate user-friendly responses based on algorithm outputs.Input/Output Handling: Define and handle input and output formats for each algorithm.2. Integrate Gen AI Agent with InsightBox API
Custom Application: Create a custom application that interfaces between the Gen AI agent and the API.3. Deploy and Test
Deployment: Deploy the complete API and custom Gen AI application on cloud platforms like AWS, GCP, or Azure.Ensure Scalability and Reliability: Set up monitoring and logging.Testing: Conduct extensive testing to ensure correct interpretation of user inputs, appropriate algorithm selection, and accurate responses.4. Iterate and Improve
User Feedback: Collect and incorporate user feedback to improve interactions and algorithm selection.Continuous Integration/Continuous Deployment (CI/CD): Implement a CI/CD pipeline to continuously update and improve the system.5. Design, Develop, and Maintain the Platform
Front-End and Back-End Development: Ensure the integration of the ML models with backend services for smooth data flow and operation.Collaborate with UX/UI Designers: Implement a seamless and dynamic user experience.Your background and skills will include:
Proficiency in multiple programming languages (Python, JavaScript/TypeScript).Expertise in both front-end and back-end development.Some knowledge of machine learning frameworks and natural language processing (NLP) tools. Experience with cloud platforms (AWS, GCP, Azure) and DevOps practices.The engineer needs to have practical experience with building and deploying machine learning models. Some understanding of AI algorithms and ability to integrate them into applications.Experience with developing and managing RESTful APIs and possibly GraphQL.Proficiency in containerization (Docker, Kubernetes) and setting up CI/CD pipelines.Ability to collaborate with UX/UI designers.Strong problem-solving skills and adaptability to new technologies and tools.Tools and frameworks:Python: TensorFlow, PyTorch, scikit-learn, spaCy, NLTK, Hugging Face transformers, Flask, FastAPI, for building and deploying models.JavaScript/TypeScript: For front-end interfaces and API integration. Frameworks: React, API Development and Integration: RESTful APIs (Flask, FastAPI), GraphQLData Modelling and Analytics: Designing and manipulating databases.SQL/NoSQL: Experienced in both structured (PostgreSQL, MySQL) and unstructured (MongoDB, Elasticsearch) database systems.AI and Digital Technology: Familiarity with machine learning frameworks and integration into user-facing applications.Cloud Services: AWS, GCP for deploying APIs, databases, and machine learning models. Services: Lambda, EC2, S3, RDSDevOps and CI/CD: Docker, Kubernetes for containerization and orchestration; Jenkins, GitHub Actions, or GitLab CI for continuous integration and deployment.Intelligent User Interfaces (IUI): Skilled in creating adaptive and intuitive user interfaces.-
Full-stack & AI Integration Engineer
hace 6 días
, , Argentina Trades Workforce Solutions A tiempo completoFull-stack & AI Integration Engineer Role: Full-stack & AI Integration Engineer Location: Remote--will work for a US client with teams based in Los Angeles, California Level: Senior Department: Engineering Summary Our client is revolutionizing marketing with the first AI marketing agent that merges human insights with advanced AI to address organizational...
-
Senior Remote Full-Stack
hace 4 días
, , Argentina Trades Workforce Solutions A tiempo completoA leading technology recruitment firm is seeking a Full-stack & AI Integration Engineer to develop and maintain AI-driven solutions for a U.S. client. This role involves setting up APIs, deploying applications on cloud platforms, and enhancing machine learning capabilities. The ideal candidate should have expertise in front-end and back-end development,...
-
Remote Senior Full-Stack Engineer
hace 4 semanas
, , Argentina Stack Builders Inc. A tiempo completoA technology consulting firm in Argentina is looking for a senior full-stack engineer. This role focuses on building a scalable SaaS platform for automated cybersecurity and risk analysis tools. Candidates should have extensive experience in SaaS, proficiency in React and Python, and a comfort with AI-assisted development. The position offers 100% remote...
-
Full Stack Engineer
hace 3 semanas
, , Argentina Seeko AI A tiempo completoSeeko is an AI-native sales training platform helping sales teams at technical product companies master product knowledge. We transform dense documentation into engaging learning experiences — AI-generated podcasts, interactive quizzes, and role‑play coaching. Think "NotebookLM for sales teams." We’re venture‑backed and working with design partners...
-
Governed AI Platform Engineer
hace 1 semana
, , Argentina Chiri A tiempo completoA technological innovator in Argentina is looking for a Full Stack Software Engineer to contribute to the development of their AI platform. The ideal candidate will have a Bachelor's degree in Computer Science and 2–4 years of experience in full stack engineering, with strong skills in Python and TypeScript. This fully remote role emphasizes high...
-
Full Stack AI Engineer
hace 2 semanas
, , Argentina Carda Health A tiempo completoAbout Carda Rehab is a pain. So much so that only 10% of qualifying Cardiac and Pulmonary patients attend. At Carda Health, we’ve reimagined rehab. Our program allows patients to complete inspiring, convenient, life-saving therapy remotely. Who are we? We are a team of clinicians, data scientists, mathematicians and repeat entrepreneurs. And a few...
-
, , Argentina Stack Builders A tiempo completoAt Stack Builders , we partner with clients to build high-quality, production‑ready software with clear goals, strong engineering practices, and minimal waste. For this engagement, we are supporting a client building AI‑enabled automated cybersecurity and insurance platforms. The work focuses on turning well‑defined requirements and validated...
-
Senior AI Engineer: Full-Stack
hace 4 días
, , Argentina TRM Labs A tiempo completoA blockchain intelligence company in Argentina is seeking a Senior Full Stack Software Engineer to design and build AI-powered applications that solve critical business challenges. This role requires 6+ years of experience in full-stack development, proficiency in JavaScript/TypeScript and Python, and a knack for collaborating across teams. Ideal candidates...
-
Full Stack AI Engineer
hace 4 días
Argentina / Brazil / United Kingdom Carda Health A tiempo completoAbout Carda Rehab is a pain. So much so that only 10% of qualifying Cardiac and Pulmonary patients attend. At Carda Health, we've reimagined rehab. Our program allows patients to complete inspiring, convenient, life-saving therapy remotely.Who are we?We are a team of clinicians, data scientists, mathematicians and repeat entrepreneurs. And a few recovering...
-
, , Argentina Stack Builders Inc. A tiempo completoAt Stack Builders we partner with clients to build high-quality, production-ready software with clear goals, strong engineering practices, and minimal waste. For this engagement, we are supporting a client building AI-enabled automated cybersecurity and insurance platforms. The work focuses on turning well-defined requirements and validated prototypes into...
