Data Science Lead

3 days ago

Pune, Maharashtra, India Mphasis Ltd Full time ₹ 12,00,000 - ₹ 36,00,000 per year

Lead Data Scientist

POSITION / TITLE: Data Science Lead

Location: Offshore - Hyderabad/Bangalore/Pune

Who are we looking for?

Looking for individuals with 6 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

  • 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.

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