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Sr. data scientist, genai products

Cabedelo
Tecla
Data Scientist
Anunciada dia 2 abril
Descrição

*Native/Bilingual English is required for this role (read/written/spoken)Please upload your CV Resume in English. Monthly salary:$5,500 - $6,500 USDAlong with our partner, we are seeking a talented Data Scientist specializing in Generative AI applications. In this role, you will play a pivotal role in designing, developing, and deploying state-of-the-art generative AI models, directly impacting our client's platform's ability to provide interactive and intelligent tools for users. This key technical role requires hands-on expertise across data science, machine learning, and AI solutions. You will manage the lifecycle of artificial intelligence algorithms and tools across a variety of domains. The Foundry Team will support with domain knowledge.For context, you will be collaborating on comprehensive applications/web development for highly complex projects; typically, you will work as part of a team to implement complex business solutions, deliver strategic and expert coding, and focus on overarching development strategy for a large, complex, multi-faceted application. May manage a number of projects simultaneously.Responsibilities Include: AI Tool Development and Implementation Design and implement efficient data pipelines for data collection, cleaning, labeling, and preprocessing Ensure quality of datasets tailored for LLM training for each product. Build data science pipelines from feature generation, data visualization and models evaluation; design the solution, build code and provide documentation with ways of working to maximize time to value, re-usability, and scalability. Designing, developing, deploying, and implementing multi-agent AI tools that: ○ Assess and provide feedback on venture-related submissions ○ Automatically generate pitch decks, financial projections, marketing strategies, and other materials to support entrepreneurs ○ Act as a counterparty to simulate important entrepreneurial interactions such as customer interviews, negotiations with an investor, etc. ○Designing generative AI models using techniques like natural language processing and machine learning that can power interactive tools on the Foundry platform. Designing an AI-powered system that collects key factors to determine a learner's profile, entrepreneurial progress, and venture progress, and provides customized learning pathways based on these factors. Integrating AI tools into the Foundry platform in a seamless manner so they are easy for users to access and utilize. Collaborate on technical vision to accelerate product impact through cutting-edge LLM innovations. Building guardrails, compliance rules, and oversight workflows into the GenAI tools and Foundry platform. Continually improving AI tools using feedback from users to ensure they are providing valuable assistance. Project and Performance Management Monitor, debug, track, and resolve production issues. Work with the Foundry Project Director to ensure that projects proceed on time and on budget. Collaborate with Product Managers to ensure proper tracking of performance KPIs and prioritize improvements based on effort and impact. Presenting prototypes and progress updates to stakeholders. Research and Collaboration Staying up to date on the latest advances in AI/ML research and identifying how new techniques could enhance the Foundry platform. Collaborating with a team of engineers, designers, and subject matter experts to deliver high-quality, helpful AI-powered experiences. Build trust and collaboration by being present on-site and engaging directly with colleagues and various constituents.This role is responsible for other duties as assigned.Qualifications: Basic Qualifications Minimum of 7 years' post-secondary education or relevant work experience Advanced degree in computer science, data science, engineering, or a related field within AI/MLAdditional/Desired Qualifications: 4+ years of experience working as a Data Scientist, Data Engineer or similar – background as a Software Engineer is a plus. 3+ years of experience building(Generative) AI models and tools 3+ years of experience in programming skills inPythonand frameworks likeTensorFlow 3+ years of experience withAWS Experience working in a similar role in a startup environment is preferred Expertise inNLP, deep learning, and other relevant techniques Experience building advanced workflows such as retrieval augmented generation, model chaining, dynamic prompting, PEFT/SFT, etc., using Langchain and similar tools Experience working with a variety ofrelational SQL and NoSQL databases, big data tools (such as Hadoop, Spark, Kafka). Experience integrating AI into consumer-facing applications (front-end and back-end development for integrating AI solutions into web applications Experience establishing model guardrails and developing bias detection and mitigation techniques for AI applications using tools (such as NeMo) Experience with various embedding models and setting up and tuning vector databases to improve the performance of semantic search and retrieval systems Experience in using version control systems such as Git. Experience with containerization and orchestration tools like Docker and Kubernetes. Experience with API development and integration for AI services. Understanding of and experience with of software engineering best practices like version control, CI/CD, and containerization Experience establishing model guardrails and developing bias detection and mitigation techniques for AI applications Proficiency with various prompting techniques, with a clear understanding of tradeoffs between prompting and finetuning Experience with fine-tuning embedding models and tuning vector databases to improve the performance of semantic search and retrieval systems Experience operationalizing end-to-end machine learning applications. Excellent communication and collaboration skills Passion for using AI to solve real-world problemsBenefits: A fully remote position with a structured schedule that supports work-life balance. The opportunity to work on cutting-edge generative AI solutions that directly impact real-world entrepreneurial and learning experiences. Two weeks of paid vacation per year. 10 paid days for local holidays.*Please note our partner is only looking for full-time dedicated team members who are eager to fully integrate within their team.

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