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Company: Serve Operating Co
Location: Redwood City, CA
Position Type: Full Time
Experience: 5 years
Education: Bachelor's
Prototype and train learning-based models using a data-centric approach, applying techniques such as automated feature engineering, active learning, and fine-tuning on curated datasets; Design, develop, and maintain efficient data and feature extraction pipelines to support ML engineers in accessing high-quality data for model training; Design auto labeling system using ensemble of models that can reason from multimodal data for different use-cases, including image semantic labeling using vision grounded models, intent and path prediction ground truth; Perform complex data extraction, transformation, and loading (ETL) processes, ensuring data is clean, accessible, and well-documented; Write and optimize high quality 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; and Produce high-quality, maintainable code and participate in peer code reviews to share knowledge and uphold team standards. Position allows 100% telecommuting from anywhere in the U.S. Salary: $194,834 - $218,284 per year. MINIMUM REQUIREMENTS: Bachelor’s Degree or U.S. equivalent in Computer Science, Data Science, or a related field, plus 5 years of professional experience as a Data Scientist, Machine Learning Engineer, Data Engineer, or any occupation, job title, or position performing software engineering and machine learning. Must also have the following special skills: 5 years of professional experience utilizing SQL to write and optimize complex queries for extraction, analysis, and ingestion of structured, semi-structured, and unstructured data; 5 years of professional experience utilizing machine-learning frameworks (including TensorFlow and PyTorch); 5 years of professional experience designing and developing data and feature extraction pipelines, including pipelines for multi-modal data (including images, point clouds, or time-series); 5 years of professional experience training and prototyping machine-learning models using data-centric techniques including automated feature engineering, active learning, and fine-tuning; 5 years of professional experience utilizing cloud platforms including AWS, GCP, or Azure; 5 years of professional experience utilizing containerization and workflow tools including Docker, Kubernetes, or Airflow; 5 years of professional experience collaborating with cross-functional engineering teams to integrate data pipelines and ML workflows; 3 years of professional experience programming in Python, building scalable data pipelines, or implementing ETL workflows; and 1 year of professional experience working with relational databases and SQL (including Postgres, Redshift, or SQL Server). CONTACT: Please send resume to hr@ serverobotics.com Must specify Ad Code SDSB in the subject line. Show more »
Company: Creamos Solutions, Inc.
Location: Various Locs in U.S & Fremont, CA
Position Type: Full Time
Experience: See below
Education: See below
Dsgn & impl sclbl web solns. Dvlp Web apps & intgrt 3rd party pltfrms. Dsgn & dvlp mdlr, rusbl, & cstm SXA cmpnnts, thms & lyuts. Crat & dfn tech archt. Impl data ingstn pplns frm extrnl list dbs u/DEF. Intgrt Coveo Hive frmwrk. Cndct code revws & aprv pull reqs. Skills Req’d: Sitecore, Asp.net MVC, Next.js, Hive, Restful API & Azure DevOps. Bachelor’s in Sci, Tech, or Engg(any) w/2 yrs exp in job off’d or rltd occup req’d. Salary: $149198.00. Mail CV: HR, Creamos Solutions, Inc., hr @creamossolutions.com. Show more »
Company: LiveRamp, Inc.
Location: San Francisco, CA
Position Type: Full Time
Experience: See below for details
Education: See below for details
LiveRamp, Inc. seeks a Sr. Softw. Dvlpmt Engineer in SF office to code changes to achieve architectural vision and achieve design objectives. Req. MS in CS, Comp Eng, Info Eng or rltd & 3yrs rltd exp, or alt BS in CS, Comp Eng, Info Eng or rltd & 5yrs rltd exp. $215k-$220k/year + bnfts. May telecommute part-time w/mgr approval. Send CV & letter to 225 Bush St. Fl, 17, San Francisco, CA 94104 ATTN: Mona Ghasemian or email to mona.ghasemian@liveramp.com Show more »