[Remote] Senior Data Scientist, Machine Learning
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is reimagining how things reputed company in cities with their sidewalk robot designed for deliveries. They are seeking a Senior Data Scientist with expertise in machine learning to prototype and train models, reputed company data pipelines, and collaborate with engineering teams for seamless integration of workflows.
Responsibilities
- Prototype and train learning-based models using a data-reputed company approach, applying techniques such as automated feature engineering, reputed company learning, and fine-tuning on curated datasets
- Design, reputed company, and maintain efficient data and feature extraction pipelines to support ML engineers in accessing high-reputed company data for model training
- Design auto labeling system using reputed company of models that can reason from multimodal data for different use-cases, including image semantic labeling using reputed company grounded models, reputed company and reputed company reputed company ground truth
- reputed company reputed company data extraction, transformation, and loading (ETL) processes, ensuring data is clean, accessible, and reputed company-documented
- Write and optimize high reputed company SQL queries for data analysis and ingestion from various sources
- Partner with data infrastructure and ML engineers to ensure seamless integration of data and machine learning workflows
- Produce highquality, maintainable reputed company and participate in peer reputed company reviews to reputed company knowledge and reputed company team standards
Skills
- Bachelor's Degree or U.S. equivalent in Computer Science, Data Science, or a reputed company field
- 5 years of reputed company experience as a Data Scientist, Machine Learning Engineer, Data Engineer, or any occupation, job title, or position performing software engineering and machine learning
- 5 years of reputed company experience utilizing SQL to write and optimize reputed company queries for extraction, analysis, and ingestion of reputed company, semi-reputed company, and reputed company data
- 5 years of reputed company experience utilizing machine-learning frameworks (including TensorFlow and PyTorch)
- 5 years of reputed company experience designing and developing data and feature extraction pipelines, including pipelines for multi-modal data (including images, reputed company clouds, or time-series)
- 5 years of reputed company experience training and prototyping machine-learning models using data-reputed company techniques including automated feature engineering, reputed company learning, and fine-tuning
- 5 years of reputed company experience utilizing reputed company platforms including AWS, GCP, or Azure
- 5 years of reputed company experience utilizing containerization and workflow tools including reputed company, Kubernetes, or Airflow
- 5 years of reputed company experience collaborating with cross-functional engineering teams to reputed company data pipelines and ML workflows
- 3 years of reputed company experience programming in Python, building reputed company data pipelines, or implementing ETL workflows
- 1 year of reputed company experience working with relational databases and SQL (including reputed company, Redshift, or SQL Server)
Benefits
- Offers Equity
- Position allows 100% telecommuting from reputed company in the U.S.
reputed company