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Job Location: Pune
Job Description:
Requires in-depth conceptual and practical technical knowledge in the discipline of data science. Works independently with minimal guidance. Understands key business drivers and builds knowledge of the company, processes and customers. Makes contributions to provide machine driven recommendations to augment human expertise in process. Uses complex mathematical models and algorithms to predict business performance, find predictors, and understand the significance of trends through the use of very advanced predictive analytics and statistical methods. Contributes to the development of advanced predictive models and machine learning models using current technology and other available tools. Performs a range of technical assignments and solves moderately complex problems under guidance of established policies and procedure. Contributes to delivery of team goals through personal efforts or through influence over team members.
Responsibility
- Lead and Manage development, operations and maintenance of portfolio of AI models and related products.
- Manage AI models and Product releases.
- Develop AI product roadmaps and timelines.
- Manage internal and external AI audits.
- Define, create, and track metrics to measure the business value of existing and proposed AI products. Create and manage various dashboards.
- Manage effective collaboration within cross-functional teams.
- Dive deep into data, doing analysis, and discovering patterns/root causes. Generate insights that drive the product.
- Analyze and evaluate the quality of data used for model training and testing.
- Present proposals and results in a clear manner backed by data and coupled with actionable conclusions to drive business decisions.
- Communicate your results to diverse audiences with effective writing and visualizations.
- Manage deliverables and projects assigned to vendor partners in AI models and products space.
ESSENTIAL SKILLS
- Expertise in developing Machine Learning and Deep Learning solutions
- Expertise in developing Natural Language Processing (NLP) solutions
- Expert level knowledge of Python programming language, data engineering and data Science ecosystem in Python. Production level Python script and API coding experience is must have.
- Good knowledge of Python based frameworks like fastapi, streamlit, etc.
- Experience of working on Linux and shell scripting
- Hands on experience on SQL ecosystem
- Hands on experience on Solr framework with Python
- Sound Knowledge of statistical modelling
- Experience working in Cloud Native technologies from Azure and AWS stack like Cognitive Search, Form Recognizer, etc.
- Strong Computer Science fundamentals are must. (Data structures, Algorithms, OS, Databases).
- Good communication and organizational skills with significant attention to detail
- Experience partnering with cross-functional teams of engineers, data scientists, and designers to deliver extraordinary products.
- Strong attention to detail with excellent problem-solving skills.
- Desire and ability to thrive in a distributed technical environment while working on multiple projects simultaneously.
- Passionate about latest technology trends with a strong desire for innovation.
- Self-motivated, self-managing and able to work independently.
EDUCATION AND EXPERIENCE
- Bachelor’s degree (B.E/ B Tech. computer science, engineering, statistics/mathematics or a related field) from a four-year college or university, or equivalent, Masters a plus.
- Total at least 6 years’ experience with at least 4 years’ experience working on enterprise AI products.
- Experience in creating software products or applications in the AI ML domain.
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