Data Scientist

7 days ago

chennai district, India Mindsprint Full time

We are seeking an experienced Senior Data Science Engineer with 3+ years' experience to join our innovative team. As a Machine Learning and Generative AI Specialist, you will play a critical role in developing and deploying advanced ML models and algorithms to drive data-driven decision-making processes. Here are the key responsibilities and desired skills: 1. Algorithm Development: o Design and implement machine learning algorithms for various applications, including natural language processing (NLP), recommendation systems, and predictive analytics. o Leverage your expertise in deep learning and generative AI to create innovative solutions. 2. Data Processing and Analysis: o Collect, preprocess, and analyze large-scale datasets. o Apply statistical techniques and feature engineering to extract meaningful insights from data. 3. Model Training and Evaluation: o Train and fine-tune ML models using Python and relevant libraries (e.g., TensorFlow, PyTorch). o Evaluate model performance using appropriate metrics and iterate to improve accuracy and efficiency. 4. Deployment and Monitoring: o Deploy ML models to production environments (e.g., cloud platforms such as Azure, AWS, or GCP). o Monitor model performance, troubleshoot issues, and ensure robustness and reliability. 5. Collaboration and Communication: o Collaborate with cross-functional teams, including data scientists, engineers, and product managers. o Communicate results and insights effectively to technical and non-technical stakeholders. Desired Skills: • Machine Learning: Strong knowledge of ML algorithms, including supervised and unsupervised learning. • Generative AI: Experience with generative models (e.g., GANs, VAEs) and their applications. • Python: Proficiency in Python for data analysis, model development, and scripting. • Cloud Platforms: Hands-on experience with Azure, AWS, or GCP for model deployment and scalability. • Natural Language Processing (NLP) : Understanding of NLP techniques, sentiment analysis, and text generation.

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