Chi Stats - a data science company
Role: Data Scientist.
Experience Level: 5+ years
Location: Pune(Work from Office)
Job Summary:
We are looking for an experienced Data Scientist with 5-6 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.
About Chi Stats - a data science company.
We help clients leverage data to accelerate business value using data science products and services. Data Science Products + Services + Custom AI/ML Solutions
Website http://www.chistats.com
An award-winning data science and engineering company created on the premise that data science technologies would create newer value propositions and accelerate business value for enterprises.
Since its inception in 2019, ChiStats has solved the most challenging and most complex business problems by combining the deep industry experience of its clients and partners, disciplined data-engineering practices, and cutting-edge, research backed artificial intelligence to achieve meaningful progress.