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Company

Robert Half · 5 hours ago

Sr. Engineer

United States

Contract

Remote

Senior Level

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No H1B

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Responsibilities

Design and implement an end-to-end multi-stage data pipeline for Large Language Models (LLMs), including Supervised Fine Tuning (SFT) and Reinforcement Learning from Human Feedback (RLHF) data processes.

Integrate various data sources and domains to support the Generative AI platform.

Develop optimized data processing workflows for text and non-text data chunking, indexing, ingestion, and vectorization.

Benchmark and implement various vector stores, embedding techniques, and retrieval methods.

Establish a flexible pipeline that supports multiple embedding algorithms, vector stores, and search types.

Maintain auto-tagging systems and data preparation processes for LLMs.

Create tools for text and image data crawling, cleaning, and refinement.

Collaborate with cross-functional teams to ensure data quality and relevance for AI/ML models.

Work with data lake house architectures to optimize data storage and processing.

Integrate and optimize workflows using Snowflake and various vector store technologies.

Qualification

Find out how your skills align with this job's requirements. If anything seems off, you can easily click on the tags to select or unselect skills to reflect your actual expertise.

PythonDatabase managementSecurity practicesMetric reportingCloud technologiesConstruction projectsIndustry best practicesEngineering principlesProject managementTraining skillsQuality standardsMerchandisingPayroll functionsQuery handlingCollaboration skills

Required

Must possess excellent communication skills for effective interaction with teams and clients

Experience in customer service, demonstrating a strong commitment to customer satisfaction

Proven training skills, with the ability to educate team members on new processes and methodologies

Demonstrable expertise in maintaining high-quality standards in all projects and tasks

Knowledge of database management and design principles

Experience in merchandising, with an understanding of market trends and customer preferences

Proven ability to ensure security in all business operations, both digital and physical

Familiarity with payroll functions and related financial processes

Proficient in engineering principles and techniques, preferably with a focus on construction and integration

Experience in metric reporting and optimization for performance improvement

Proficiency in Python and other relevant programming languages

Familiarity with cloud technologies and best practices for storage and security

Experience in construction and integration projects, demonstrating strong collaboration skills

Ability to handle queries efficiently and effectively, ensuring timely resolutions

Knowledge of best practices in the industry and the ability to implement them in the workplace

Proficiency in applying methodologies and frameworks for project management and product development

Strong collaboration skills, with a proven track record of collaborating effectively with diverse teams.

Benefits

Medical

Vision

Dental

Life and disability insurance

401(k) plan

Company

Robert Half

Glassdoor

3.8

Robert Half, the world’s first and largest specialized talent solutions firm, connects opportunities at great companies with highly skilled job seekers.

Founded in 1948