Data Scientist

POSITION / TITLE: Data Science Lead

Location: Offshore – Hyderabad/Bangalore/Pune/Chennai

Who are we looking for

Looking for individuals with 7-10 years of experience implementing and managing Data science projects . Working knowledge of Machine and Deep learning based client projects, MVPs, and POCs. Should have expert level experience with machine learning frameworks like scikit-learn, tensorflow, keras and deeplearning architectures like RNNs and LSTM. Should have worked with cognitive services from major cloud platforms like AWS (Textract, Comprehend) or Azure cognitive services etc. and have a working knowledge of SQL and no-SQL databases and microservices. Should be adapt at Python Scripting. Experience on NLP and Text Analytics is preferred

Responsibilities

Technical Skills – Must have:

• Knowledge of Natural Language Processing(NLP)techniques and frameworks like Spacy, NLTK, etc. and good knowledge of Text Analytics
• Should have strong understanding & hands on experience with machine learning frameworks like scikit-learn, tensorflow, keras and deep learning architectures like RNNs and LSTM , BERT
• Should have worked with cognitive services from major cloud platforms like AWS and have a working knowledge of SQL and no-SQL databases.
• Ability to create data and ML pipelines for more efficient and repeatable data science projects using MLOps principles
• Keep abreast with new tools, algorithms and techniques in machine learning and works to implement them in the organization
• Strong understanding of evaluation and monitoring metrics for machine learning projects
• Strong understanding of containerization using docker and Kubernetes to get the models into production
• Ability to Translate complex machine learning problem statements into specific deliverables and requirements
• Adept at Python Scripting
  
  

Technical Skills – Good To Have

• Knowledge of distributed computing frameworks and cloud ML frameworks including AWS.
• Experience in natural language processing, computer vision, or deep learning.
• Certifications or courses in data science, analytics, or related fields.
• Should exhibit diligence and meticulousness in working with data
  
  

Other Skills We'd Appreciate

• 7+ years of Software Development experience
• 4+ years of experience in the Data Science and Machine Learning techniques
• Proven track record of getting ML models into production
• Hands-on experience with writing ML models with Python.
• Prior experience in ML platforms and tools such as Dataiku, DataBricks, etc. would be a plus
  
  

Education Qualification

• Bachelor's degree in Computer Science, Information Technology, or related field (Master's degree preferred).
  
  

Process Skills

• General SDLC processes
• Understanding of utilizing Agile and Scrum software development methodologies
• Skill in gathering and documenting user requirements and writing technical specifications.
  
  

Behavioral Skills

• Good Attitude and Quick learner.
• Well-developed design, analytical & problem-solving skills
• Strong oral and written communication skills
• Excellent team player, able to work with virtual teams.
• Self-motivated and capable of working independently with minimal management supervision.
  
  

Certification

• Having Machine Learning or AI certifications would be an added advantage.