Mô Tả Công Việc
About the role Participate in the entire lifecycle of data science projects, from problem definition to solution delivery, and maintenance. Develop, test, and evaluate data hypotheses, methods, and models using appropriate techniques and tools. Collaborate with engineers to implement scalable and robust data pipelines and systems. Stay updated on the latest research and trends in data science. Analyze client data and business needs to identify opportunities and propose data-driven solutions. Communicate and present your findings and recommendations to clients and stakeholders clearly and effectively. (Senior) lead data science projects as well as provide guidance/mentorship to junior, middle data scientists. Manage multiple projects.
Xem toàn bộ Mô Tả Công Việc
Yêu Cầu Công Việc
1. Middle:• Be fluent in English.• Have a bachelor’s degree in Computer Science, Applied Mathematics, or related fields.• Have at least 3-5 years of experience in Data Science/Analytics/Computer Vision/NLP, or a similar role.• Advanced Python skills (Pandas, NumPy, Scikit-learn) with modular coding.• Proficient in GitHub/GitLab, SQL, and visualization (Seaborn, Tableau).• Strong ML expertise (random forests, gradient boosting) and evaluation metrics.• Skilled in tabular data feature engineering (XGBoost, CatBoost).• Proficient in NLP (sentiment analysis) using NLTK/spaCy/Transformers..• Experienced in fine-tuning LLMs (BERT) and model serving (Flask, FastAPI, Docker).• Familiar with GCP (BigQuery, Vertex AI) and APIs for ChatGPT/Gemini tasks.• Capable of researching, reading publications, and translating research papers into code.• Have excellent problem-solving skills.• Be self-motivated and eager to learn new technologies and techniques.• Able to collaborate, express and present technical with other team members and stackholder.2. Senior:• Be fluent in English.• Have a bachelor’s degree in Computer Science, Applied Mathematics, or related fields.• Have at least 5 years of industrial experience in NLP and/or Machine Learning (tabular data).• Expert in Python with production-ready code.• Advanced skills in GitHub/GitLab, SQL, and data visualization.• Proven ML expertise (ensemble methods, deep learning) using TensorFlow/PyTorch.• Mastery of tabular data (XGBoost, PCA) and NLP (transformers, sequence modeling).• Skilled in training/serving custom LLMs (GPT) with TensorFlow Serving, FastAPI, Docker/Kubernetes.• Expert in GCP (BigQuery, Vertex AI) for scalable model deployment/monitoring.• Proficient in using ChatGPT/Gemini for advanced applications (e.g., conversational AI) with prompt optimization.• Experienced in MLOps and solution design.• Capable of researching, reading publications, and translating research papers into code.• Have excellent problem-solving skills.• Be self-motivated and eager to learn new technologies and techniques.• Be good at communication and presentation: able to communicate with non-tech stakeholders to understand business as well as present technical solutions.• Have experience in leading data science team.Nice to have• Experience in Big Data, cloud (AWS, Google Cloud, Azure).• Familiar with working with Agile process.• A deep understanding of a specific domain or industry vertical (insurance, logistics,…).
Xem toàn bộ Yêu Cầu Công Việc
Hình thức
Full-time
Mức lương
Thỏa thuận
Báo cáo tin tuyển dụng: Nếu bạn thấy rằng tin tuyển dụng này không đúng hoặc có dấu hiệu lừa đảo,
hãy phản ánh với chúng tôi.
Tham khảo: 10 Dấu hiệu nhận biết hành vi lừa đảo qua tin tuyển dụng.
Tham khảo: 10 Dấu hiệu nhận biết hành vi lừa đảo qua tin tuyển dụng.