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.
