Job Title: Machine Learning Engineer - AI and Generative SystemsLocation: Houston, TXFulltime -Onsite Job Description:We are looking for an experienced Machine Learning Engineer to join our team, where you'll play a critical role in designing and deploying advanced AI systems. The ideal candidate is passionate about leveraging cutting-edge technology to build robust machine learning models and solutions, especially in the generative AI space.Key Responsibilities:<ul><li>Design and develop machine learning models to address complex challenges, implementing effective algorithms to maximize performance.</li><li>Analyze large datasets to uncover insights and select the most appropriate machine learning techniques for each project.</li><li>Conduct thorough tests and experiments to validate models and improve accuracy.</li><li>Build versatile machine learning systems capable of processing various data types, including text, structured data, and images.</li><li>Utilize state-of-the-art generative AI tools (such as Retrieval-Augmented Generation, prompt engineering, etc.) to address complex natural language problems.</li><li>Establish transparent data and model pipelines to ensure governance and traceability.</li><li>Collaborate with cross-functional teams to understand requirements and design optimal solutions.</li><li>Lead the design and deployment of AI solutions using Microsoft’s AI services and related platforms.</li><li>Participate in proof-of-concept projects in a fast-paced environment to refine and scale solution design.</li></ul>Qualifications:<ul><li>Strong foundation in machine learning systems design and implementation.</li><li>Expertise with generative AI models and the ability to adapt the latest AI toolsets for innovative solutions.</li><li>Hands-on experience with Microsoft’s AI services and building scalable AI pipelines.</li><li>Excellent analytical skills and experience working with diverse datasets to deliver actionable insights.</li><li>Proven track record of collaborating with technical and non-technical teams to deliver impactful AI solutions.</li></ul>

Senior Machine Learning Engineer Are you an accomplished software engineer looking for a new challenge that leverages your expertise in machine learning? Imagine a role where you can make a significant impact on the future of the financial system, all while working with cutting-edge technologies and a team that values innovation and collaboration.As a Senior Machine Learning Engineer, you'll be at the forefront of building critical infrastructure that powers the open financial system. You'll work with diverse data sources, including the blockchain, to provide millions with access to cryptocurrency and protect against malicious activities. Beyond security, you'll enhance user experiences by integrating intelligence into recommendations, risk assessments, chatbots, and more, making our product both secure and user-friendly.Our ML team is part of the Platform Product Group, dedicated to creating a trusted, scalable, and compliant platform. This group builds the foundations used by multiple products and teams, ensuring a consistent and high-quality user experience.Role Review:<ul><li>Explore and apply advanced machine learning techniques, such as deep learning, large language models (LLMs), and graph neural networks, to solve diverse challenges like fraud detection, feed ranking, recommendation systems, targeting, chatbots, and blockchain mining.</li><li>Develop and deploy robust, low-maintenance machine learning solutions in a production environment.</li><li>Create onboarding codelabs, tools, and infrastructure to democratize access to machine learning resources, fostering a culture of widespread ML adoption.</li></ul>What You Bring:<ul><li>Experience with at least one ML model: LLMs, GNN, Deep Learning, Logistic Regression, Gradient Boosting trees, etc.</li><li>Proficiency in one or more areas: data mining, information retrieval, advanced statistics, natural language processing, or computer vision.</li><li>Embody core cultural values: add positive energy, communicate clearly, be curious, and be a builder.</li></ul>Additional Assets:<ul><li>PhD with 3+ years of relevant experience, or MS in Computer Science, Machine Learning, Data Mining, Statistics, or related field with 5+ years of relevant experience.</li><li>Experience with Python.</li><li>Skills in data analysis and visualization</li></ul>Pay: Depending on your location, the target annual salary for this position varies. Full-time offers include a target bonus, target equity, and benefits (medical, dental, vision, and 401(k)). Desired Skills and Experience Python, deep learning, large language models (LLMs), and graph neural networks

Senior Machine Learning Engineer, MLOps ALTEA Healthcare is a leading healthcare organization committed to revolutionizing the delivery of outpatient/post-acute care. We are seeking an experienced Machine Learning Engineer to join our team. The ideal candidate will have a strong background in deploying scalable ML models, including predictive/classification and NLP/NLU models. As an important member of the AI team, this person will contribute significantly to designing, implementing, and deploying various AI/ML product features to improve care delivery and quality for post-acute patients. Responsibilities:<ul><li>Develop and deploy production-ready ML models, with a focus on scalability and monitoring across a broad range of applications within healthcare</li><li>Write efficient, maintainable, and scalable Python code</li><li>Collaborate with machine learning scientists and data engineers to translate prototype code to production-ready code</li><li>Set up and maintain end-to-end pipelines including data ingress, egress, model inference, and model retraining</li><li>Build high-performance deployment architectures and model monitoring systems</li><li>Incorporate feedback from cross-functional teams and refine the ML-driven applications through quick iteration cycles</li><li>Maintain best practices of MLOps practices within the healthcare industry</li><li>Document the system architecture, design decisions, and codebase to facilitate future maintenance and enhancements.</li></ul> Requirements:<ul><li>Bachelor’s or Master’s degree in Engineering, Computer Science, or equivalent experience</li><li>At least 4-5 years of relevant experience as an MLOps Engineer</li><li>4-5+ years of experience doing MLOps, model monitoring, drift detection, and model retraining</li><li>Azure Machine Learning Studio</li><li>Experience with transformer-based models and NLP, preferably in a healthcare context</li><li>Extensive experience with TensorFlow or PyTorch, and familiarity with HuggingFace</li><li>Track record of fine-tuning, running large-scale training jobs, and managing model servers like vLLM, TGI, or TorchServe</li><li>Strong proficiency in LangChain, vectorDB and cloud platforms (Azure), model experimentation tools like MLflow, and monitoring tools like Grafana/Splunk, and CI/CD like airflow, gitlab, and Big Data management like Spark, Kafka</li><li>Ability to work independently and collaboratively, manage priorities, and deliver high-quality results within project timelines</li></ul> Job Type: Full-timePay: Competitive pay and benefits and extremely valuable startup stock optionsSchedule: Full Time<ul><li>Work Location: Hybrid position in Houston</li></ul>Benefits: <ul><li>401(k)</li><li>Dental insurance</li><li>Health insurance</li><li>Vision insurance</li></ul>

Machine Learning Engineer Jobs in Houston, TX

Lead Machine Learning Engineer
November 13, 2024

Lead Machine Learning Engineer Aiml Consumer Marketplace Remote Work Option
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Machine Learning Engineer
November 10, 2024

Sr Machine Learning Engineer 200K Remote
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Senior Machine Learning Engineer
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Senior Machine Learning Engineer
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Entry Level Machine Learning Engineer Java Software Developerremote
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Machine Learning Engineer Jobs in Houston, TX

Lead Machine Learning EngineerNovember 13, 2024

Lead Machine Learning Engineer Aiml Consumer Marketplace Remote Work OptionNovember 11, 2024

Machine Learning EngineerNovember 10, 2024

Sr Machine Learning Engineer 200K RemoteNovember 9, 2024

Full Stack Machine Learning Engineer Senior AnalystNovember 4, 2024

Senior Machine Learning EngineerNovember 4, 2024

Senior Machine Learning EngineerOctober 24, 2024

Entry Level Machine Learning Engineer Java Software DeveloperremoteOctober 23, 2024