We are seeking a skilled and motivated Senior ML Engineer to join our dynamic team at Quantori. As a key member of our team, you will contribute to the development and application of cutting-edge computational methods and algorithms, enabling our clients to gain valuable insights from their data. You must be passionate about ML and data science, and be able to work in a fast-paced and dynamic work environment. We expect you to be a versatile and flexible team player with a strong 'can-do' attitude and excellent communication skills.
Job responsibilities :
- Engage with clients to understand their business requirements and provide expert advice on leveraging ML and AI technologies to solve their problems
- Preprocess data, fine-tune exciting LLMs, and build custom pipelines
- Design end-to-end ML solutions that address client needs, considering factors such as data acquisition, preprocessing, feature engineering, model selection, and deployment
- Collaborate with cross-functional teams, including data scientists, software engineers, and domain experts, to deliver successful ML projects
- Stay up-to-date with the latest advancements in ML, AI, and related technologies, identifying opportunities for innovation and differentiation
- Conduct research and experimentation to explore new ML algorithms, techniques, and frameworks that can enhance the company's offerings
- Present findings and results to internal teams and external stakeholders in a clear and concise manner
Required qualifications :
Strong experience with NLP, LLM agents, including tool usage and reasoning, for instance, the combination of RAG solution and code interpreterExperience with LLM fine-tuningProficient in Python programming and experience with Python data science frameworksExperience with AWS infrastructure for data / ML frameworksFamiliarity with common ML frameworks (e.g., PyTorch, Keras) and libraries (e.g., NumPy, scikit-learn)Solid knowledge of machine learning and deep learning fundamentalsExperience with transformer-based language modelsAbility to interpret and implement research ideas and algorithmsHands-on experience with relational SQL and NoSQL databasesUpper-Intermediate or higher level of English proficiencyAbility to work with external clients and strong communication skills, including presenting in webinars and conferencesWe offer :
Competitive compensationRemote or office workFlexible working hoursHealthcare benefits : medical insurance and paid sick leaveContinuous education, mentoring, and professional development programsA team with excellent tech expertiseCertifications paid by the company