Full-stack & AI Integration Engineer
hace 5 días
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 2 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...
-
Full Stack AI Engineer
hace 1 semana
, , 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 Gramian Consulting A tiempo completoFull-stack Engineer with Healthcare Data Experience We are seeking a Full Stack Software Engineer to lead the development of a next‑generation medical inventory management platform . This role involves cloning and enhancing an existing inventory system while introducing AI‑driven capabilities such as predictive analytics, automated reordering, and...
-
Full Stack AI Engineer
hace 5 días
Argentina / Brazil / United Kingdom Carda Health A tiempo completo US$60.000 - US$120.000 al añoAbout 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...
-
Remote Full-Stack Engineer
hace 6 días
, , Argentina Gramian Consulting A tiempo completoA consulting firm is seeking a Full Stack Software Engineer to develop a next-generation medical inventory management platform. This remote role requires expertise in full-stack development and experience in the healthcare sector, focusing on enhancing an existing system with AI-driven capabilities. Ideal candidates will have over 5 years in software...
-
, , Argentina Qualified A tiempo completoA B2B marketing platform in Argentina is seeking a Senior Software Engineer, Full Stack to develop AI-powered solutions. You will build new features, enhance applications, and collaborate with cross-functional teams. The ideal candidate has 5+ years of experience in full-stack development, proficiency in Ruby on Rails, and a strong foundation in Agile...
-
Full Stack Engineer
hace 1 semana
, , Argentina Improvado A tiempo completoOverview About Company. Improvado (AI Enterprise Revenue Data platform, VC-backed, $34M raised) is a data integration platform that simplifies the process of data extraction and manipulation from various marketing channels. About Product. We’re the AI-team, making an AI-powered digital employee product. These are agents that will fulfill the roles of...
-
Senior Software Engineer
hace 2 días
, , Argentina Wavvest A tiempo completoSenior Software Engineer (Full-Stack, Remote, Argentina) Senior Software Engineer (Full-Stack, Remote, Argentina ONLY) PLEASE DO NOT APPLY IF YOU ARE NOT IN ARGENTINA ABOUT WAVVEST Wavvest is building an AI-native operating system for wealth management, enabling RIAs to deliver holistic financial advice through one platform. We’re scaling to serve millions...
-
AI-Driven Full-Stack Engineer
hace 6 días
, , Argentina Strider A tiempo completoA tech-driven company in Argentina is seeking a mid-senior level Full-stack Engineer skilled in Node.js and React. You will develop scalable AI-driven solutions and contribute to the full lifecycle of features, from backend services to user interfaces. Candidates should have over 5 years of experience and a strong background in TypeScript and Generative AI....
-
Full Stack Engineer
hace 4 días
, , Argentina Kake A tiempo completoPosition Overview Get AI-powered advice on this job and more exclusive features. We’re looking for a Senior Full‑Stack Engineer to help one of our new partners build a next‑generation AI product from the ground up. You’ll work directly with a co‑founder to design and deliver integrations that connect with the tools sales teams rely on every...
