Data Science lead
3 hours ago
We are seeking a highly skilled and motivated Lead Data Scientist to join our team. In this role, you will leverage cutting-edge AI and machine learning technologies to solve complex business problems, design innovative data science solutions, and deliver projects that exceed client expectations. As a leader, you will manage a team of data scientists, collaborate with cross-functional data teams, and provide strategic and technical direction in data science while driving innovation in our product and solution offerings.
About the Role: Mandatory Technical Skills:
- Strong statistical and machine learning intuition to address new and unique challenges.
- Ability to design, develop and deploy end-to-end data science solutions, POC’s and production-grade applications.
- Strong proficiency in Python with OOP principles - (4 years of experience)
- Experience developing APIs using Flask or FastAPI frameworks – (2 years of experience)
- Integration knowledge with front-end applications – (1 year of experience)
- Expertise in version control systems (e.g., GitHub, GitLab, Azure DevOps) - (3 years of experience)
- Familiarity with task management tools (e.g., Jira, Azure DevOps) - (2 years of experience)
- Proficiency in databases, including SQL, NoSQL and vector databases – (2+ years of experience)
- Working knowledge of ML pipelines and CI/CD.
- Experience with at least one of the cloud platforms (Azure, AWS, GCP) - (2+ years of experience)
Core Excellence Areas (CEA): Candidates must have a strong understanding of fundamentals and good hands-on expertise in at least THREE of the following areas (mention your areas while applying):
- NLP
- Generative AI (NLP)
- Computer Vision
- Time Series Forecasting
- Recommendation Systems and Optimization
Roles & Responsibilities:
- Advanced AI/ML/Gen AI Implementation:
- Leverage advanced AI and machine learning techniques to address complex business challenges.
- Design, develop, and deliver innovative data science solutions.
- Architectural Design:
- Develop end-to-end generative AI solutions.
- Build scalable architectures for AI/ML models and applications.
- Team Leadership:
- Lead and mentor a team of data scientists, fostering professional growth and technical excellence.
- Provide strategic and technical guidance to ensure the team delivers high-quality projects.
- Cross-functional Collaboration:
- Work closely with data engineering, product, and business teams to align on objectives and integrate solutions.
- Client Engagement:
- Maintain high levels of client satisfaction through excellent communication, delivering impactful solutions, and building strong relationships.
- Innovation:
- Ideate and implement new approaches for products and solutions, ensuring they stay at the forefront of technology.
Nice to have Skills:
- Hands-on experience with PySpark, large-scale data processing using distributed frameworks and parallel processing.
- Hands-on experience with Azure AI stack, ETL processes, and integration with analytics tools (e.g., Power BI, Tableau)
- Knowledge of deep learning frameworks (e.g., PyTorch, TensorFlow, Keras).
- Experience with cloud platforms and MLOps practices.
- Project management skills to lead initiatives effectively.
- Knowledge of graph-based query languages (e.g., Cypher, Gremlin) and Proficiency in graph databases.
Experience & Educational Qualifications:
- Minimum of 5+ years of experience solving complex machine learning problems.
- At least 2+ years of hands-on experience in each of the chosen Core Excellence Areas.
- Minimum of 1 year leading and managing ML projects end-to-end.
- Bachelor’s degree in Computer Science, Data Science, or related field (Master’s/PG in AI/ML/DS preferred).
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