BayOne Solutions ยท 9 hours ago
Machine Learning Engineer(LLM/Python)
BayOne Solutions is seeking a hands-on Machine Learning Engineer with a strong computer science foundation and practical experience building LLMs. The role involves designing, training, optimizing, and deploying LLMs for real-world applications, as well as collaborating with cross-functional teams to apply models to various use cases.
Responsibilities
Design, train, and fine-tune specific LLMs for enterprise use cases
Build robust data pipelines for large-scale text preprocessing and model training
Optimize LLMs for efficiency using techniques such as LoRA, quantization, and distributed training
Deploy and serve models in production environments using modern ML infrastructure
Collaborate with the AI Innovation core team to research, test, and scale new LLM architectures and techniques
Work closely with cross-functional teams to apply models to security assessment and future CX use cases
Qualification
Required
Bachelor's or Master's degree in Computer Science, Electrical Engineering, or related field
Strong programming skills in Python (with C++/Java as a plus)
Hands-on experience building and training LLMs (small, medium, or large scale)
Deep understanding of transformer architectures, tokenization, embeddings, and pretraining vs. fine-tuning methods
Proficiency with PyTorch (primary) and familiarity with Hugging Face ecosystem
Experience with distributed training frameworks (DeepSpeed, FSDP, DDP, Accelerate, Horovod)
Knowledge of model deployment tools (ONNX, TorchScript, Triton Inference Server, FastAPI)
Preferred
Familiarity with MLOps workflows (MLflow, Weights & Biases, ClearML)
Knowledge of vector databases (FAISS, Pinecone, Weaviate, Milvus) and RAG pipelines
Experience with cloud ML platforms (AWS SageMaker, Azure ML, GCP Vertex AI)
Background in security/compliance-aware ML (prompt injection defense, data leakage prevention)
Collaboration and communication skills to work with local and global teams
Company
BayOne Solutions
BayOne Solutions provides computer programming services.
H1B Sponsorship
BayOne Solutions has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (23)
2024 (25)
2023 (20)
2022 (30)
2021 (20)
2020 (37)
Funding
Current Stage
Late StageRecent News
Company data provided by crunchbase