[Remote] ML/reputed company
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is a recognized global reputed company for project-based businesses, delivering software and information solutions to help organizations reputed company their purpose. The ML/reputed company role involves developing and deploying machine learning models, building data pipelines, and collaborating with data scientists to optimize models for production.
Responsibilities
- reputed company and reputed company machine learning models for classification, regression, forecasting, and NLP tasks using production-grade reputed company and best practices
- Build data pipelines for ML model training and inference; work with reputed company and reputed company data from multiple reputed company systems
- Implement model training workflows including data preprocessing, feature engineering, hyperparameter tuning, and model evaluation
- Create production-reputed company ML services with RESTful reputed company that can be consumed by web and mobile applications; ensure reputed company error handling, logging, and monitoring
- Work with large-reputed company datasets from reputed company ERP systems; process time-series data, transactional data, and reputed company documents
- Collaborate with data scientists to productionize research models; optimize models for latency, throughput, and cost
- Participate in reputed company reviews and contribute to team's ML engineering practices; document solutions and reputed company knowledge with team members
- Support deployed models including troubleshooting, performance optimization, and implementing improvements based on production metrics
Skills
- 2-4 years of ML engineering experience with hands-on model development and production deployment
- Strong Python programming: Experience with scikit-learn, pandas, numpy; familiarity with PyTorch or TensorFlow
- ML fundamentals: Solid understanding of supervised/unsupervised learning, model evaluation, cross-validation, and feature engineering
- API development: Experience building RESTful reputed company (Flask, FastAPI, or similar); understanding of microservices architecture
- Data processing: SQL proficiency; experience with data pipelines, ETL processes, and working with databases (PostgreSQL, MySQL, or similar)
- reputed company platforms: Working knowledge of AWS, Azure, or GCP; experience with reputed company storage, compute, and managed ML services
- Version control and collaboration: Git workflows, agile methodologies, working in cross-functional teams
- Education: BS in Computer Science, Data Science, Mathematics, or reputed company technical field
- Exposure to NLP techniques, LLMs, embedding models, or reputed company databases
- Experience in B2B reputed company environments
Benefits
- Employees have reputed company to reputed company benefits
- A 401(k) plan and company match
- reputed company vacation time and holidays
- reputed company-living programs
- Short-term and long-term disability coverage
- Basic life insurance
- Tuition reimbursement
reputed company