Talent.com
Machine Learning Engineer II
Machine Learning Engineer IIGlidewell Dental • Irvine, CA, United States
Machine Learning Engineer II

Machine Learning Engineer II

Glidewell Dental • Irvine, CA, United States
8 days ago
Job type
  • Full-time
Job description

Description

Position at Glidewell Dental

Essential Functions :

  • Designs, develops, and deploys machine learning models for real-world applications.
  • Builds scalable pipelines for data ingestion, pre-processing, training, and inference.
  • Owns end to end development of machine learning algorithms including data analysis, feature engineering, model development, training, validation, and performance evaluation.
  • Designs, implements, and optimizes retrieval-augmented generation (RAG) pipelines that combine large language models (LLMs) with vector search / retrieval systems.
  • Builds data ingestion and embedding pipelines for efficient indexing and retrieval.
  • Fine-tunes and adapts LLMs for domain-specific tasks such as instruction tuning, prompt engineering, low-rank adaptation (LoRA), etc.
  • Engages in both engineering and research, exploring latest ML algorithms, solution architectures, and cutting-edge approaches to improve retrieval and generation performance.
  • Works with stakeholders to translate business requirements into robust technical solutions that deliver measurable impact.
  • Works with engineering teams to continuously scale and advance machine learning across the organization.
  • Identifies new opportunities of applying ML technology to improve business workflows and processes.
  • Builds a deep understanding of the company's products, services, data, and customers to deliver impactful solutions.
  • Performs other related duties and projects as business needs require at direction of management.

Education and Experience :

  • Master's degree in Machine Learning, Deep Learning, or a computer science-related field. PhD preferred.
  • Minimum three (3) years of relevant work experience in the areas below, or any equivalent education and / or experience from which comparable knowledge, skills and abilities have been demonstrated / achieved :
  • Understands fundamental concepts, practices, and procedures of machine learning field.
  • Data discovery, data aggregation, and feature engineering with SQL query writing skills.
  • Training, evaluating, optimizing, deploying, and maintaining machine learning models on production systems.
  • Logging, tracking, A / B testing, evaluating and analyzing the performance of different machine learning algorithms and models in production.
  • Strong development skills in Python programming language and have experience in developing data-driven, scalable, and reliable applications with Amazon Web Services (AWS).
  • Applying machine learning algorithms to solve a wide range of optimization problems like customer sales prediction, recommendation engine, sentiment analysis, deep learning with image and natural language, customer segmentations / clustering, and object detection.
  • Utilization of popular open-source machine learning / deep learning libraries like LangChain, HuggingFace, Tensorflow, scikit-learn, pandas, pyTorch, and Keras.
  • Experience working with relational, non-relational, and high-scale data processing and storage frameworks like Structured Query Language (SQL), AWS RedShift, Aurora, S3, DynamoDB, MySQL, PostgreSQL.
  • Experience with AWS Serverless architecture and AWS native services like BedRock, EC2, Lambda, Step Functions, SageMaker, Rekognition, Comprehend, Lex / Polly, and Transcribe.
  • Pay Range : $117,000 - $146,000 / YR

    Glidewell Laboratories is the industry leader in dental technology due to our agility, speed, and cutting edge technology. We work in a fast-paced and highly sought-after employee-friendly work environment. Behind all of this success is an amazing group of people who are passionate about bringing innovation to the marketplace, while providing quality and affordability to better the lives of people all over the world. If you share in our passion for teamwork and a vision for excellence, let's talk about a rewarding career at Glidewell!

    In addition are the following generous employee benefits : Medical, Dental, Vision, 401K with company match, company-paid life insurance, additional onsite dental services, vacation, holiday, and sick time, employee gym (with fitness classes and meditation room), employee medical / wellness center (with massage therapy and acupuncture), two company subsidized cafes, Internet cafes, employee lounges with big screen TVs, game tables, fun company sponsored events, a diverse work environment with over forty nationalities represented, and much more!

    Glidewell Laboratories is an Equal Opportunity Employer and prohibits any kind of unlawful discrimination and harassment. We are committed to the principle of equal employment opportunity for all employees and to provide employees with a work environment free of discrimination and harassment on the basis of race, color, religion, national origin, sex, age, physical or mental disability, veteran status, sexual orientation, gender identity, genetic information, or any other status protected by the statutes, rules, and regulations in the locations where it operates. If you are an individual with a disability and need a reasonable accommodation to assist with your job search or application for employment, please contact us at [email protected]. Please indicate the specifics of the assistance needed.

    Note to Current employees : Please apply through Employee Transfer Application to complete the transfer request form.

    Create a job alert for this search

    Machine Learning Engineer • Irvine, CA, United States

    Related jobs
    Senior Machine Learning Engineer (Generative AI)

    Senior Machine Learning Engineer (Generative AI)

    Purple Drive • Irvine, CA, United States
    Full-time
    We are seeking a highly experienced.Generative AI and Machine Learning.The ideal candidate will bring hands-on experience across the. ML models and platforms at scale.ML innovation across products a...Show more
    Last updated: 30+ days ago • Promoted
    1.65 Senior Machine Learning Platform Engineer in Irvine

    1.65 Senior Machine Learning Platform Engineer in Irvine

    Energy Jobline ZR • Irvine, CA, United States
    Full-time
    Energy Jobline is the largest and fastest growing global Energy Job Board and Energy Hub.We have an audience reach of over 7 million energy professionals, 400,000+ monthly advertised global energy ...Show more
    Last updated: 8 days ago • Promoted
    Machine Learning Engineer, Remote

    Machine Learning Engineer, Remote

    Experian • Costa Mesa, CA, United States
    Remote
    Full-time
    Experian is a global data and technology company, powering opportunities for people and businesses around the world.We help to redefine lending practices, uncover and prevent fraud, simplify health...Show more
    Last updated: 8 days ago • Promoted
    Artificial Intelligence / Machine Learning Engineer

    Artificial Intelligence / Machine Learning Engineer

    Skyworks Solutions • Irvine, CA, United States
    Full-time
    Artificial Intelligence / Machine Learning Engineer.If you are looking for a challenging and exciting career in the world of technology, then look no further. Skyworks is an innovator of high-performa...Show more
    Last updated: 8 days ago • Promoted
    Manager, Machine Learning

    Manager, Machine Learning

    Yum! • Irvine, CA, United States
    Full-time
    We are hiring a Manager, Machine Learning (MLE) to lead the development and operationalization of machine learning systems powering the Taco Bell Voice AI experience. This role is central to ensurin...Show more
    Last updated: 30+ days ago • Promoted
    Engineer II, AI / Machine Learning

    Engineer II, AI / Machine Learning

    Masimo • Irvine, CA, United States
    Full-time
    The AI / Machine Learning Engineer II will be part of the R&D team at Masimo with focus on design and creation of next-generation health monitoring devices. It is a cutting-edge research and develop...Show more
    Last updated: 30+ days ago • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    Skyworks Solutions • Irvine, CA, United States
    Full-time
    If you are looking for a challenging and exciting career in the world of technology, then look no further.Skyworks is an innovator of high-performance analog semiconductors whose solutions are powe...Show more
    Last updated: 30+ days ago • Promoted
    Senior Machine Learning Engineer

    Senior Machine Learning Engineer

    Capital Group • Irvine, CA, United States
    Full-time
    I can succeed as a Machine Learning Engineer at Capital Group".We are seeking an experienced Machine Learning Engineer to design, research, implement, deliver and operate Generative AI capabilities...Show more
    Last updated: 27 days ago • Promoted
    AI / ML Engineer

    AI / ML Engineer

    PEAK Technical Staffing USA • Foothill Ranch, CA, United States
    Full-time
    We are looking for a highly skilled.Machine Learning and Artificial Intelligence Engineer.AI-driven solutions that enhance our products and services. The ideal candidate should have a strong backgro...Show more
    Last updated: 30+ days ago • Promoted
    AI / Machine Learning Software Engineer

    AI / Machine Learning Software Engineer

    Rare Genomics Institute • Downey, CA, United States
    Full-time
    Help make a difference for those living with rare diseases by volunteering with the Rare Genomics Institute (RG).Our non-profit organization is committed to advocating for rare disease patients by ...Show more
    Last updated: 8 days ago • Promoted
    Manager, Machine Learning

    Manager, Machine Learning

    Convergenz • Irvine, CA, United States
    Full-time
    Lead the development and operationalization of machine learning systems powering the Voice AI experience.This role is central to ensuring performance, scalability, and reliability across real-time ...Show more
    Last updated: 8 days ago • Promoted
    AI & Machine Learning Engineer - Senior - Consulting - Open Location

    AI & Machine Learning Engineer - Senior - Consulting - Open Location

    EY • Irvine, CA, United States
    Full-time
    At EY, we're all in to shape your future with confidence.We'll help you succeed in a globally connected powerhouse of diverse teams and take your career wherever you want it to go.Join EY and help ...Show more
    Last updated: 30+ days ago • Promoted
    1.62 Machine learning Engineer

    1.62 Machine learning Engineer

    Field AI • Irvine, CA, United States
    Full-time
    Field AI is transforming how robots interact with the real world.We are building risk-aware, reliable, and field-ready AI systems that address the most complex challenges in robotics, unlocking the...Show more
    Last updated: 30+ days ago • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    Skyworks • Irvine, CA, United States
    Full-time
    If you are looking for a challenging and exciting career in the world of technology, then look no further.Skyworks is an innovator of high-performance analog semiconductors whose solutions are powe...Show more
    Last updated: 30+ days ago • Promoted
    Staff Machine Learning Engineer - Acquisition Paid Search in Aliso Viejo

    Staff Machine Learning Engineer - Acquisition Paid Search in Aliso Viejo

    Energy Jobline ZR • Aliso Viejo, CA, United States
    Full-time
    Energy Jobline is the largest and fastest growing global Energy Job Board and Energy Hub.We have an audience reach of over 7 million energy professionals, 400,000+ monthly advertised global energy ...Show more
    Last updated: 8 days ago • Promoted
    Machine Learning Engineer, MLOps Enginner (Remote)

    Machine Learning Engineer, MLOps Enginner (Remote)

    Experian Group • Costa Mesa, CA, United States
    Remote
    Full-time
    We are looking for an experienced.You will report to Experian Health and focus on operationalizing ML models, ensuring deployment pipelines, and maintaining scalable, secure, and ML infrastructure ...Show more
    Last updated: less than 1 hour ago • Promoted • New!
    AI & Machine Learning Engineer - Manager - Consulting - Open Location

    AI & Machine Learning Engineer - Manager - Consulting - Open Location

    EY • Irvine, CA, United States
    Full-time
    At EY, we're all in to shape your future with confidence.We'll help you succeed in a globally connected powerhouse of diverse teams and take your career wherever you want it to go.Join EY and help ...Show more
    Last updated: 30+ days ago • Promoted
    Staff Machine Learning Engineer - Acquisition Paid Search

    Staff Machine Learning Engineer - Acquisition Paid Search

    StubHub • Aliso Viejo, CA, United States
    Full-time
    StubHub is on a mission to redefine the live event experience on a global scale.Whether someone is looking to attend their first event or their hundredth, we're here to delight them all the way fro...Show more
    Last updated: 8 days ago • Promoted