IrvineRecruiter Since 2001
the smart solution for Irvine jobs

Machine Learning Engineer II

Company: Catapult Staffing
Location: Irvine
Posted on: March 28, 2020

Job Description:

Purpose Of Position Creates and integrates Machine Learning models and data insights to continuous improve the Company's processes and applications. To fulfill this position successfully, an individual must be able to perform each essential function satisfactorily. Essential Functions Builds, deploys, monitors, and continuously optimizes ML models and developing automated ML models' training and inference pipelines. Builds a deep understanding of the Company's products, services, data and customers to facilitate development of personalized and fulfilling experience. Dives into machine learning engineering and researching topics including ML algorithms, feature engineering, analysis, modeling, and production deployment. Works with other machine engineering leads to continue to mature the use of machine learning within the organization. Develops training and cross-validation data sets for machine learning algorithms. Translates product management, engineering and business contraints and queries into tractable data science questions. Identifies new opportunities of applying ML technology to improve the business workflows and processes. Performs other related duties and projects as business needs require at direction of management. The preceding functions have been provided as examples of the type of work performed by employees assigned to this job classification. Management reserves the right to add, subtract, or change the job functions. Minimum Qualifications The requirements listed below are representative of the knowledge, skill, and ability necessary to successfully perform the essential functions of the position. 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 andor experience from which comparable knowledge, skills and abilities have been demonstratedachieved Understands fundamental concepts, practices and procedures of ML field. o Data discovery, data aggregation and feature engineering with excellent SQL query writing skills. o Training, evaluating, optimizing, deploying and maintaining machine learning models on production systems. o Logging, tracking, AB testing, evaluate and analysis the performance of different ML algorithms and models on production systems. o Application developing and strong development skills in Python programming language and have experience on developing data-driven, scalable and reliable applications with AWS. o 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 segmentationsclustering, object detection. o Utilization of popular open source MLDeep learning libraries like MxNetGluon, Tensorflow, scikit-learn, pandas, pyTorch, Keras, xgboost, LightGBM, Turi Create and Nvidia Digits. o Experience working with relational, non-relational, and high-scale data processing and storage frameworks like SQL, AWS RedShift, Aurora, S3, DynamoDB, MySQL, PostgreSQL. o Experience with AWS Serverless architecture and AWS native services like EC2, Lambda, Step Functions, SageMaker, DeepLens, Rekognition, IoT, GreenGrass, Comprehend, LexPolly and Transcribe. Special RequirementsCertification Foundational AWS certification required. Knowledge, Skills, and Abilities General knowledge of general office procedures. General knowledge with Agile Scrum development methodologies. Advanced skills in the MS Office suite (Excel, Word, and Outlook). Demonstrated ability to maintain organized reports. Demonstrated reliability, dependability and flexibility in work habits. Demonstrated attention to detail and accuracy. Demonstrated strong analytic and problem solving skills. Demonstrated ability to learn new skills quickly and independently. Ability to prioritize and organize project tasks and goals effectively. Ability to create and compose professionally written documents. Ability to work with various Supervisors and project owners to ensure project goals are met. Ability to read technical diagrams, graphs, and instructions. Ability to read and interpret data and spreadsheets.

Keywords: Catapult Staffing, Irvine , Machine Learning Engineer II, Engineering , Irvine, California

Click here to apply!

Didn't find what you're looking for? Search again!

I'm looking for
in category
within


Other Engineering Jobs


Electrical Engineer Writer for EETech
Description: Join Our Remote Team of Consulting Engineer WritersDo you want to be a part of the EETech Writer Team Do you have the technical expertise or experience to develop high-quality content EETech is known (more...)
Company: EETech
Location: Lancaster
Posted on: 03/29/2020

IT Support Engineer
Description: Mission This position provides an opportunity to support vital functions for the United States Citizenship Immigration Services USCIS , Office of Information Technology OIT , supporting programs managing (more...)
Company: Abacus Solutions Group
Location: Laguna Niguel
Posted on: 03/29/2020

Service Technician (Pest)
Description: Earning potential of 50,000 per year or greater Includes base pay commission production br br To apply please email: Careers clarkpest.com br br PLEASE INDICATE THE POSITION AND LOCATION (more...)
Company: Clark Pest Control
Location: Lake Forest
Posted on: 03/29/2020


Electrical Engineer Writer for EETech
Description: Join Our Remote Team of Consulting Engineer WritersDo you want to be a part of the EETech Writer Team Do you have the technical expertise or experience to develop high-quality content EETech is known (more...)
Company: EETech
Location: Upland
Posted on: 03/29/2020

Electrical Engineer Writer for EETech
Description: Join Our Remote Team of Consulting Engineer WritersDo you want to be a part of the EETech Writer Team Do you have the technical expertise or experience to develop high-quality content EETech is known (more...)
Company: EETech
Location: Inglewood
Posted on: 03/29/2020

Electrical Engineer Writer for EETech
Description: Join Our Remote Team of Consulting Engineer WritersDo you want to be a part of the EETech Writer Team Do you have the technical expertise or experience to develop high-quality content EETech is known (more...)
Company: EETech
Location: La Mirada
Posted on: 03/29/2020

Senior Engineer - Senior Human Factors Engineer / Usability Engineer (HFE/UE)
Description: The Senior Human Factors Engineer HF/ID will help guide human factors and industrial design activities for development of Amgen drug delivery devices/systems taking into consideration all aspects of (more...)
Company: Amgen
Location: Thousand Oaks
Posted on: 03/29/2020

Senior Unity Gameplay Engineer
Description: As Senior Gameplay Programmer, you will be working closely with our Production and Design teams to bring exciting gameplay features to life You will not be limited to coding, but deeply involved in the (more...)
Company: TicToc Games
Location: Burbank
Posted on: 03/29/2020

Electrical Engineer Writer for EETech
Description: Join Our Remote Team of Consulting Engineer WritersDo you want to be a part of the EETech Writer Team Do you have the technical expertise or experience to develop high-quality content EETech is known (more...)
Company: EETech
Location: Lake Forest
Posted on: 03/29/2020

Mechanical Design Engineer
Description: Mechanical Design Engineer This is an opportunity to join a small, very successful company producing communication equipment for government customers. Products include robotic cameras,
Company: Affinity Executive Search
Location: La Mesa
Posted on: 03/29/2020

Log In or Create An Account

Get the latest California jobs by following @recnetCA on Twitter!

Irvine RSS job feeds