Data Scientist
Istanbul
Data & AI /
Contract /
Remote
About OneTeam:
An Acceleratory Agent: Accelerate your career with OneTeam's handpicked projects. Our consultants join projects quickly, ensuring immediate productivity and the chance to make a tangible impact from day one.
An Enabling Agent: Enable your success as we embrace a continuous handover approach. Our adaptable members fit seamlessly into nearly all projects, providing a stable and supportive environment for your professional growth.
A Scaling Agent: Scale your career effortlessly with OneTeam. We are always ready to grow and evolve, ensuring that you have the opportunity to take on new challenges, stay on schedule, and expand your skill set continuously.
Responsibilities
- Work on Tensor-based image recognition solutions for mobile devices, ensuring accuracy, performance, and optimization.
- Collaborate on the development and enhancement of a LLM (Large Language Model) trained with LLAMA frameworks.
- Perform data collection, preprocessing, and feature engineering to prepare datasets for model training.
- Train, evaluate, and fine-tune machine learning models for both image recognition and NLP tasks.
- Analyze model outputs, measure performance, and optimize algorithms for scalability and accuracy.
- Collaborate with engineers and stakeholders to integrate ML models into production environments.
- Stay up-to-date with emerging trends and advancements in machine learning, computer vision, and NLP.
Qualifications
- 1-2 years of hands-on experience in machine learning, data science, or AI development.
- Experience working with TensorFlow or PyTorch for image recognition tasks.
- Understanding of LLMs and experience with frameworks like LLAMA for large-scale model development.
- Proficiency in Python for model building, data processing, and scripting.
- Familiarity with libraries such as OpenCV, Scikit-learn, and NLP libraries (Hugging Face, Transformers).
- Solid understanding of model evaluation techniques, performance metrics, and optimization strategies.
- Experience working with cloud platforms (AWS, Azure, or GCP) is a plus.
- Strong problem-solving skills and the ability to work collaboratively in a team.
Preffered Skills
- Experience deploying machine learning models on mobile devices.
- Familiarity with edge AI frameworks (e.g., TensorFlow Lite or Core ML).
- Knowledge of fine-tuning pre-trained LLMs for domain-specific tasks.
- Exposure to Agile workflows and version control systems like Git.
