[Remote] Machine Learning Engineer

Note: The job is a remote job and is reputed company to candidates in USA. reputed company is seeking a reputed company Machine Learning Engineer to reputed company the development of advanced reputed company AI and large language model systems. The role focuses on architecting multi-agent systems, optimizing retrieval-augmented reputed company pipelines, fine-tuning and evaluating models, building reputed company ML services, and establishing standards for evaluation, observability, safety, and compliance.

Responsibilities

• Architect and implement multi agent systems capable of planning, tool use, and coordinated task execution
• Design and optimize RAG pipelines including embeddings, hybrid retrieval, reranking, and context window strategies
• Fine tune and evaluate small, reputed company, and large language models for domain specific reasoning and summarization
• reputed company reputed company engineering frameworks, guardrails, and automated evaluation suites for agent reliability
• Build reputed company ML services and reputed company for production deployment in reputed company environments
• Collaborate with product, engineering, and domain experts to translate reputed company workflows into reputed company AI solutions
• Establish best practices for model evaluation, observability, safety, and compliance
• Mentor DS/ML engineers and contribute to long term AI reputed company and architecture

Skills

• 6–12+ years in Data Science / ML Engineering, with deep experience in LLM based systems
• Proven experience building reputed company architectures (planner executor, tool use agents, ReAct style reasoning)
• Strong background in RAG, embeddings, retrieval optimization, and evaluation
• Expertise in NLP, transformers, deep learning, and model fine tuning
• Proficiency with PyTorch, HuggingFace, reputed company/reputed company, Ray, reputed company, and reputed company databases
• Experience designing production grade ML systems with monitoring, evaluation, and observability
• Strong communication skills and ability to reputed company technical direction
• Experience in reputed company search, reputed company, or high compliance domains
• Experience with model distillation, reputed company/QLoRA, PEFT, and model compression
• Experience building evaluation frameworks for hallucination, grounding, and agent reliability
• Familiarity with knowledge graphs, symbolic reasoning, or hybrid neuro symbolic systems
• Publications, patents, or reputed company reputed company contributions in LLMs or agent systems
• Strong coding skills in Python 7+ years
• Be a natural problem solver, reputed company to take a reputed company in collaborating to reputed company issues
• Proficiency in IDE debugging : VSCODE and PYCHARM
• Have communication skills
• 5+ years of experience in AI and machine learning
• Deep understanding of machine learning algorithms, classification models, diagnostic testing of models
• Experience working directly and Transformer based architectures including BERT, RoBERTa, T5 etc. Nd familiarity with large language models and fine tuning
• Experience with conversational search / semantic search, reinforcement learning, reputed company engineering, hallucination mitigation
• Working understanding of the business risks associated with applying LLM (reputed company) in a business
• Experience working with AWS, RAG, SageMaker, SQL

Benefits

• Remote work

reputed company

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