Data Scientist for Established Start-Up-Pune

Qualifications – Bachelor’s or master’s degree in Data Science, Statistics, Mathematics, Computer Science, or a related field. Job Location : Pune (Base)- 3 days WFO with 1 day WFH Mode - Remote (4.30 PM - 1 AM) Job Summary: We are looking for an experienced Data Scientist with 2-4 years of hands-on experience in developing machine learning and deep learning models, specifically in the domain of text analytics and natural language processing (NLP). The ideal candidate will take ownership of the entire process, from understanding requirements to proposing and designing effective solutions. This role requires a professional capable of developing innovative projects in NLP, text analytics and text generation. Key Responsibilities: Collaborate with stakeholders to gather and understand business requirements. Propose and design innovative solutions using machine learning and deep learning techniques. Develop and validate models for text analytics, NLP, and text generation applications, using machine learning, deep learning techniques Analyze and assess the effectiveness of solutions through testing and validation. Conduct comprehensive data analysis and statistical modeling to extract insights and drive data-driven decision-making Communicate insights and results clearly to both technical and non-technical audiences. Stay updated on industry trends and advancements in data science and NLP. Mentor and guide juniors, fostering a culture of continuous learning and improvement. Required Skill Set (Must): Good analytical skills and an inherent ability to solve problems. Bachelor’s or master’s degree in Data Science, Statistics, Mathematics, Computer Science, or a related field. Proven expertise in text analytics, NLP, machine learning, and deep learning. Strong proficiency in Python, demonstrating algorithmic thinking. Proven experience with machine learning libraries such as NLTK, spaCy, Scikit-learn, Pandas, and NumPy. Must have experience in training and validating models using deep learning frameworks like TensorFlow or PyTorch, including Hugging Face. Must have experience in tuning and validating models from the families of BERT, T5, BART, or FLAN-T5. Must have experience in performing hyperparameter tuning in at least one project Good To Have Skill Set: In-depth knowledge of the fundamentals of transformer-based models and related techniques. Hands-on experience with generative models (e.g., GANs, VAEs, GPT). Experience developing with frameworks like LangChain and LlamaIndex Other GenAI related skills RAG pipeline design, Multi agentic solution Show more Show less