Markovate - Data Scientist - Machine Learning

Job Description : We are looking for a highly skilled Data Scientist with 5 years of experience to join one of our client's teams. The ideal candidate will have a strong background in statistical machine learning, classic machine learning models, and data modeling, and other relevant areas. As a Data Scientist Engineer, you will play a key role in developing and implementing advanced data science solutions to solve complex business problems and drive innovation within our organization. What you will do : - Design, develop, and implement robust machine learning models with a focus on statistical methods and classic ML algorithms (i.e., regression, decision trees, clustering, etc.) - Develop and deploy scalable and robust machine learning pipelines and solutions using MLOps best practices. - Collaborate closely with cross-functional teams including engineering, product management, and business stakeholders to identify opportunities and define requirements for data science projects. - Explore and experiment with new technologies, tools, and techniques to continuously improve and enhance our data science capabilities. - Mentor and provide technical guidance to junior members of the data science team, fostering a culture of learning and innovation. - Stay current with the latest developments in the field of data science and machine learning, and apply cutting-edge research to solve real-world problems. - Communicate complex technical concepts and findings to non-technical stakeholders clearly and concisely. What are we looking for : - 5 years of experience in data science, with a strong focus on statistical ML and classic ML techniques. - Proficiency in data modeling and model evaluation methodologies. - Experience with machine learning algorithms such as linear and logistic regression, decision trees, k-means clustering, random forests, SVMs, etc. - Hands-on experience with Python (NumPy, Pandas, Scikit-learn) or other data science programming languages. - Familiarity with Generative AI models and Large Language Models (LLMs) (i.e., GPT, BERT) is a plus. - Experience with deep learning frameworks such as TensorFlow, and PyTorch is a plus. - Strong understanding of data preprocessing techniques, feature engineering, and data visualization tools. - Proven ability to work with large datasets and design efficient pipelines. - Excellent problem-solving skills and the ability to communicate complex concepts clearly. - Strong background in mathematics and statistics, including probability, hypothesis testing, and optimization. (ref:hirist.tech)

Location: delhi, IN

Posted Date: 11/22/2024