Machine Learning Architect
1 week ago
About ClearTrail Technologies
ClearTrail Technologies is a pioneer in developing innovative solutions for law enforcement and federal agencies worldwide. With over 23 years of experience, we have established ourselves as a trusted partner in safeguarding nations and enriching lives.
Role Overview
We are seeking an experienced Machine Learning Engineer (6-10 years) with a strong skill set in machine learning and large language models to join our team. As a key member, you will be responsible for developing end-to-end machine learning pipelines, refining models, and implementing cutting-edge analytics solutions.
Responsibilities
- Develop and implement machine learning algorithms for various analytics problems
- Communicate complex technical concepts to diverse audiences
- Provide expertise in large language models, including OpenAI models and retrieval-augmented generation techniques
- Stay up-to-date with the latest advancements in AI research and development
- Collaborate with cross-functional teams to drive innovation and problem-solving
Requirements
- Bachelor's degree in Computer Science or related field
- 6-10 years of experience as a Machine Learning Engineer or similar role
- Proven track record of delivering high-quality machine learning solutions
- Strong knowledge of Python, Scikit-Learn, PyTorch, LangChain, and Transformers
- Experience with exploratory data analysis, neural networks, and model deployment
Mandatory Skills
- Libraries: Python, Scikit-Learn, PyTorch, LangChain, Transformers
- Techniques: Exploratory Data Analysis, Machine Learning, Neural Networks
- Machine learning model building, Hyperparameter tuning, Model performance metrics, Model Deployment
- Practical knowledge of LLM and its finetuning
Good to Have Skills
- Deep Learning
- MLOps
- SQL
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