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PDSSOFT INC.
Generative AI Engineer- NO C2C

Generative AI Engineer- NO C2C

Remote

San francisco bay, United states

Freelance

12-09-2025

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Skills

Monitoring Training PyTorch TensorFlow Deep Learning Databases NLP

Job Specifications

GenAI/LLM Engineer

Location: Remote

Duration: Long Term

Job Description:

Implement and optimize advanced fine-tuning approaches (LoRA, PEFT, QLoRA) to adapt foundation models
Develop systematic prompt engineering methodologies specific to utility operations, regulatory compliance, and technical documentation
Create reusable prompt templates and libraries to standardize interactions across multiple LLM applications and use cases
Implement prompt testing frameworks to quantitatively evaluate and iteratively improve prompt effectiveness
Establish prompt versioning systems and governance to maintain consistency and quality across applications
Apply model customization techniques like knowledge distillation, quantization, and pruning to reduce memory footprint and inference costs
Tackle memory constraints using techniques such as sharded data parallelism, GPU offloading, or CPU+GPU hybrid approaches
Build robust retrieval-augmented generation (RAG) pipelines with vector databases, embedding pipelines, and optimized chunking strategies
Design advanced prompting strategies including chain-of-thought reasoning, conversation orchestration, and agent-based approaches
Collaborate with the MLOps engineer to ensure models are efficiently deployed, monitored, and retrained as needed
Deep Learning & NLP: Proficiency with PyTorch/TensorFlow, Hugging Face Transformers, DSPy, and advanced LLM training techniques
GPU/Hardware Knowledge: Experience with multi-GPU training, memory optimization, and parallelization strategies
LLMOps: Familiarity with workflows for maintaining LLM-based applications in production and monitoring model performance

About the Company

PDS SOFT INC is dedicated to driving success through technology. As a global IT recruitment leader, we connect top talent with cutting-edge opportunities. Our expertise in project management ensures seamless project implementation, while our innovative software development solutions empower businesses to thrive in the digital age. We are committed to fostering growth, efficiency, and excellence in IT, helping companies achieve their goals and stay at the forefront of the ever-evolving tech landscape. PDSSOFT INC based in t... Know more