Data Scientist

Crimson Interactive; Mumbai; On-site; INR 600,000 - 1,000,000; Full time

Job summary

Crimson Interactive in Mumbai seeks an entry-level NLP/ML engineer to design and implement advanced data-driven approaches, including NLP, ML, and text mining. You will work with large structured and unstructured data and develop pre-product prototype solutions.

Strong engineering skills to productize NLP/ML algorithms, plus familiarity with TensorFlow/Keras/PyTorch and Hadoop ecosystems, are required. Mumbai-based role with 0–2 years experience welcomed.

Qualifications

• BTech/MS/PhD from Tier 1/2/3 institute in CS/IT or related technical domain.
• 0-2 years of industry experience.
• Extremely curious and relentless at figuring out solutions to problems.
• Relevant experience in NLP, ML, and AI techniques.
• Experience in neural networks, regression, classification, and clustering.
• Experience of handling various data types and structures—structured and unstructured data, validating and cleaning data, and measuring evaluation.
• Excellent understanding of machine learning techniques and algorithms, decision forests, etc.
• Knowledge of Big Data platforms like Hadoop and their ecosystems.
• High-level proficiency in TensorFlow/Keras/PyTorch.
• Proficiency in programming languages like Java/C/C++/Python.
• Experience with cloud services.
• Good to have publications in reputed NLP/AI conferences.

Responsibilities

• Design, develop and implement advanced data-driven approaches including NLP, machine learning algorithms, text mining, etc
• Work with very large data sets (both structured and unstructured) and improve the quality of data analysis.
• Design, develop and implement R&D and pre-product prototype solutions
• Must have strong engineering skills that will help engineering team to productivize NLP/ML algorithms
• Stay abreast of the new developments in Artificial Intelligence (AI)/Machine Learning (ML)
• Contribute to the research strategy and technical culture of the team

Skills

NLP & ML techniques

Neural networks

TensorFlow/Keras/PyTorch

Java/C/C++/Python

Big Data platforms (Hadoop)

0-2 years industry experience

Data cleaning & validation

Education

BTech/MS/PhD from Tier 1/2/3 institutes in CS/IT

Tools

TensorFlow/Keras/PyTorch

Hadoop ecosystem

Job description

Key Responsibilities

• Design, develop and implement advanced data-driven approaches including NLP, machine learning algorithms, text mining, etc
• Work with very large data sets (both structured and unstructured) and improve the quality of data analysis.
• Design, develop and implement R&D and pre-product prototype solutions
• Must have strong engineering skills that will help engineering team to productivize NLP/ML algorithms
• Stay abreast of the new developments in Artificial Intelligence (AI)/Machine Learning (ML)
• Contribute to the research strategy and technical culture of the team

Skills Required:

• BTech/MS/PhD from Tier 1/2/3 institute in CS/IT or related technical domain.
• 0-2 years of industry experience
• Extremely curious and relentless at figuring out solutions to problems
• Relevant experience in NLP, ML, and AI techniques
• Experience in neural networks, regression, classification, and clustering
• Experience of handling various data types and structures-structured and unstructured data-validating and cleaning data, and measuring evaluation
• Excellent understanding of machine learning techniques and algorithms, decision forests, etc
• Knowledge of Big Data platforms like Hadoop and their eco-systems
• High-level proficiency in Tensorflow/Keras/PyTorch
• Proficiency in programming languages like Java/C/C++/Python
• Experience with cloud services
• Good to have publications in reputed NLP/AI conferences