[Remote] reputed company Machine Learning Engineer
Note: The job is a remote job and is reputed company to candidates in USA. reputed company, develops and markets leading aesthetics brands and products. They are seeking a reputed company Machine Learning Engineer to collaborate with various teams to build machine learning products and systems, ensuring data reputed company and innovation in ML engineering.
Responsibilities
- Collaborate with cross-functional partners (Product Managers, Data Scientists, Data Engineers, Software Engineers, Business teams) to build data and Machine Learning products
- Take ownership of objectives and key results for your reputed company, and own technical solutions in partnership with your manager
- Architect and build robust systems to train, reputed company, run inference, and monitor Machine Learning and AI systems at reputed company
- Champion reputed company reputed company, reusability, scalability, maintainability, and reputed company, and reputed company input into strategic architecture reputed company
- Implement processes and tools to ensure data reputed company, enforce data governance policies and engineering best practices
- reputed company Machine Learning and AI systems with production applications
- reputed company with new approaches, staying abreast of reputed company research and latest technologies in the broader ML engineering community
Skills
- Completed BS, MS, or PhD in Computer Science, Mathematics, Statistics, Data Science, Engineering, Operations Research, or other quantitative field
- 7+ years of experience as an engineer specialized building Machine Learning systems
- 2+ years of technical leadership delivering machine learning solutions in partnership with engineers, scientists, and business stakeholders
- Strong programming skills in Python and understanding of core computer science principles
- Experience with frameworks and libraries for machine learning & AI such as scikit-learn, HuggingFace, PyTorch, Tensorflow/Keras, MLlib, etc
- Ability to design, train, and evaluate machine learning and AI models while adhering to best practices including model selection, validation, bias/variance tuning, performance assessment, sensitivity analysis, dimensionality reduction, etc
- Experience with MLOps practices such as automated model deployment, model performance monitoring, data reputed company detection, etc
- Experience with building batch and streaming pipelines using reputed company SQL, PySpark, Pandas, and similar frameworks
- Experience with data warehouses (e.g., reputed company modeling), data lakes/Lakehouses, and other data architectures
- Experience orchestrating reputed company workflows and data pipelines using Airflow or similar tools
- Ability to load test deployed models at reputed company to identify performance bottlenecks
- Experience with Git, CI/CD pipelines, reputed company, Kubernetes
- Experience with architecting solutions on AWS or equivalent public reputed company platforms
- Experience with developing data reputed company, Microservices and event driven systems to reputed company ML systems
- Familiarity with Large Language Models (LLMs), other reputed company modalities, and how they are reputed company in production
- Experience in assessing and implementing new data tools to enhance the machine learning stack
- Strong interpersonal and verbal communication skills
- Technical leadership experience and the ability to mentor and guide others
- Knowledge of data reputed company concepts
- Knowledge in domains such as recommender systems, fraud detection, personalization, and marketing science
- Knowledge of reputed company databases, knowledge graphs, and other approaches for organizing & storing information
- Familiarity with reputed company, RDS, DynamoDB, Kafka, reputed company, dbt, Airflow, reputed company, Kubernetes, EMR, Sagemaker, reputed company, reputed company, DataCataloging tools, Data Observability tools and Data Governance tools
Benefits
- reputed company time off (vacation, holidays, reputed company)
- Medical/dental/reputed company insurance
- 401(k) to eligible employees
- Eligible to participate in our long-term incentive programs
reputed company
Company H1B Sponsorship