Senior Specialist - Data Sciences
LTM · Los Angeles, CA · 3 mo ago
On-siteEngineeringFull-time
About the role
This role is responsible for developing and deploying advanced machine learning models using cutting-edge frameworks and tools.Responsibilities
- Develop and maintain large-scale machine learning models using LLM frameworks and tools.
- Collaborate with cross-functional teams to design and implement machine learning solutions.
- Train and deploy machine learning models on AWS, Azure, or GCP.
- Contribute to open-source AI libraries and contribute to the development of new AI models.
- Ensure compliance with MLOps principles and tools for CI/CD, model monitoring, and lifecycle management.
Requirements
- 3-5 years of professional experience in an AI or Machine Learning engineering role.
- Handson experience with LLM frameworks and tools like LangChain, LlamaIndex, etc.
- Expertise in Python and its data science ecosystem (Pandas, NumPy, Scikit-learn).
- Proven experience with deep learning frameworks like TensorFlow or PyTorch.
- Experience with a major cloud platform (AWS, Azure, or GCP) for training and deploying machine learning models.
- Preferred: Experience with generative AI and Large Language Models (LLMs).
- Proficiency in data analysis, statistical modeling, and machine learning theory.
- Experience with containerization technologies (Docker) and deploying models as APIs.
- Excellent communication skills and a proven ability to collaborate effectively in a team environment.
Qualifications
- Experience deploying models using API frameworks like FastAPI or Flask.
- Preferred: Portfolio of projects or contributions to open-source AIML libraries.
Skills
- Python programming.
- LLM frameworks and tools.
- Deep learning frameworks.
- Cloud platforms (AWS, Azure, GCP).
- Generative AI and Large Language Models (LLMs).
- Data analysis and statistical modeling.
- MLOps principles and tools.
- Containerization technologies (Docker).
- API frameworks (FastAPI, Flask).
- Open-source contribution.
Benefits
- Comprehensive Medical Plan.
- Dental and Vision coverage.
- Short and Long-Term Disability coverage.
- 401(k) plan with company match.
- Life insurance.
- Vacation time, sick leave, paid holidays.
- Paid paternity and maternity leave.