Talent.com
Machine Learning Engineer II

Machine Learning Engineer II

Glidewell DentalIrvine, CA, US
23 hours ago
Job type
  • Full-time
Job description

Job Description

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 - $140,000 / YR

    Create a job alert for this search

    Machine Learning Engineer • Irvine, CA, US

    Related jobs
    Machine Learning Engineer

    Machine Learning Engineer

    Lever Demo - IS OpportunitiesIrvine, California, United States, 92602
    Full-time
    PLEASE READ : these jobs are testing jobs of Lever's testing environment - please do not apply for this job.Lever was founded ten years ago to tackle the most strategic challenge that companies face...Show moreLast updated: 30+ days ago
    • Promoted
    • New!
    AI / ML ARCHITECT

    AI / ML ARCHITECT

    VSolvit LLCNorco, CA, US
    Full-time
    THIS IS AN ON-SITE POSITION • • • Job Summary : We are seeking an experienced AI / ML Architect with an active Secret-level Security Clearance to lead the design, development, and deployment of scalable ...Show moreLast updated: 17 hours ago
    • Promoted
    CT Technologist 2-Independent

    CT Technologist 2-Independent

    Loma Linda University HealthMurrieta, CA, United States
    Full-time
    Under general supervision, the CT Technologist 2-Independent is responsible for conducting three-dimensional (3-D) post-processing, triaging patients, exams, and performing Transcatheter Aortic Val...Show moreLast updated: 22 days ago
    • Promoted
    Clinican II (RN, Nurse) ORTHO OP Procedures / Full-Time

    Clinican II (RN, Nurse) ORTHO OP Procedures / Full-Time

    Christus HealthPeak Place, NM, US
    Full-time
    The Clinician II will work collaboratively with physicians, staff and other health care professionals to provide a smooth health care continuum for all patients within the clinic setting.The nurse ...Show moreLast updated: 3 days ago
    • Promoted
    Surveillance Investigator

    Surveillance Investigator

    Allied UniversalSan Clemente, CA, United States
    Full-time
    US-CA-San Clemente | US-CA-Orange.Advance Your Career in Insurance Claims with Allied Universal Compliance and Investigation Services. Allied Universal Compliance and Investigation Services is the p...Show moreLast updated: 30+ days ago
    Senior Machine Learning Engineer

    Senior Machine Learning Engineer

    SpokeoPasadena, California, US
    Full-time
    Quick Apply
    Spokeo is a people search engine that helps over 18 million monthly visitors reconnect with friends, reunite with families, and protect against fraud. Additionally, our 12 billion records and over 2...Show moreLast updated: 30+ days ago
    • Promoted
    QA Engineer II

    QA Engineer II

    B. Braun US Pharmaceutical Manufacturing LLCIrvine, CA, United States
    Full-time
    Braun US Pharmaceutical Manufacturing LLC.Irvine, California, United States.Wednesday, Tuesday, Thursday, Friday, Monday. Other key product areas include nutrition, pharmacy admixture and compoundin...Show moreLast updated: 2 days ago
    • Promoted
    Clinical Manager (RN) Inpatient Rehab Unit / Full-Time

    Clinical Manager (RN) Inpatient Rehab Unit / Full-Time

    Christus HealthPeak Place, NM, US
    Full-time
    The Clinical Manager is responsible for management of clinical services in the Inpatient Rehabilitation Unit (IRU).Works closely with the Director and Medical Staff leadership to develop, implement...Show moreLast updated: 3 days ago
    • Promoted
    Clinical Supervisor 3200 / Full-Time

    Clinical Supervisor 3200 / Full-Time

    Christus HealthPeak Place, NM, US
    Full-time
    The Clinical Supervisor, in collaboration with and under the direction of the Nursing Department Director / Manager, is accountable for ongoing shift leadership and operations of a clinical departmen...Show moreLast updated: 3 days ago
    • Promoted
    Remote Financial Planner - AI Trainer

    Remote Financial Planner - AI Trainer

    Data AnnotationSan Clemente, California
    Remote
    Full-time +1
    We are looking for a finance professional to join our team to train AI models.You will measure the progress of these AI chatbots, evaluate their logic, and solve problems to improve the q...Show moreLast updated: 23 days ago
    • Promoted
    Remote Finance Advisor - AI Trainer

    Remote Finance Advisor - AI Trainer

    Data AnnotationSan Clemente, California
    Remote
    Full-time +1
    We are looking for a finance professional to join our team to train AI models.You will measure the progress of these AI chatbots, evaluate their logic, and solve problems to improve the q...Show moreLast updated: 23 days ago
    • Promoted
    CT Technologist 1 •

    CT Technologist 1 •

    Loma Linda University HealthMurrieta, CA, United States
    Full-time
    Under supervision, the CT Technologist 1 performs Computed Tomography (CT) scans based on prescribed protocols.The position prepares patients physically and mentally, uses equipment safely, and con...Show moreLast updated: 30+ days ago
    • Promoted
    Clinician II (RN) Endo-Rheumatology / Full-Time

    Clinician II (RN) Endo-Rheumatology / Full-Time

    Christus HealthPeak Place, NM, US
    Full-time
    The Clinician II will work collaboratively with physicians, staff and other health care professionals to provide a smooth health care continuum for all patients within the clinic setting.The nurse ...Show moreLast updated: 3 days ago
    Director, Machine Learning

    Director, Machine Learning

    SyntiantIrvine, CA, US
    Full-time
    Quick Apply
    AI software and semiconductor solutions space, is looking for an experienced and talented.Machine Learning function in a growing organization. We are seeking a leader that takes a hands-on approach ...Show moreLast updated: 12 days ago
    • Promoted
    Remote Financial Analyst - AI Trainer

    Remote Financial Analyst - AI Trainer

    Data AnnotationSan Clemente, California
    Remote
    Full-time +1
    We are looking for a finance professional to join our team to train AI models.You will measure the progress of these AI chatbots, evaluate their logic, and solve problems to improve the q...Show moreLast updated: 23 days ago
    • Promoted
    Licensed Clinical Social Worker Rehab Without Walls

    Licensed Clinical Social Worker Rehab Without Walls

    BrightSpring Health ServicesSan Clemente, CA, United States
    Full-time
    Serving as a driving force in the recovery process, our therapy team executes customized treatment plans that deliver real results and exceed patients' expectations. From brain and spinal cord injur...Show moreLast updated: 30+ days ago
    • Promoted
    Composites Manufacturing Engineer III

    Composites Manufacturing Engineer III

    Karman Space & Defense- Huntington BeachHuntington Beach, CA, US
    Permanent
    Without the strength of our Engineering team, we would not be able to offer the industry-leading service we’re known for. We’re seeking a Composites Manufacturing Engineer III.The ideal ...Show moreLast updated: 30+ days ago
    • Promoted
    Internal Medicine Physician (Mission Heritage Medical Group)

    Internal Medicine Physician (Mission Heritage Medical Group)

    ProvidenceSan Clemente, US
    Full-time
    Mission Heritage Medical Group is seeking an Internal Medicine physician to join their esteemed clinic located in San Clemente, California. The clinic prides itself on a collaborative, team-based ap...Show moreLast updated: 9 days ago