Manager - Data Science (Classical ML) / Travel & Hospitality

About Tredence

Tredence is a global analytics services and solutions company. We are one of the fastest growing private companies in the country for three straight years according to the Inc. 5000 and we continue to set ourselves apart from our competitors by attracting the greatest talent in the data analytics and data science space. Our capabilities range from Data Visualization, Data Management to Advanced analytics, Big Data and Machine Learning. Our uniqueness is in building Scalable Big Data Solutions on Onprem / GCP / Azure cloud in a very cost effective and easily scalable manner for our clients. We also come in with some strong IP and pre-built analytics solutions in data mining, BI and Big Data.

Job Summary

Manager - Data Science will lead a team of data scientists to develop advanced analytical models and drive data-driven decision-making across the organization. This role requires a strong blend of technical expertise, strategic thinking, and leadership skills. He / She will collaborate with cross-functional teams to identify business opportunities, design and implement innovative data solutions, and contribute to the company’s overall strategic goals.

Job Location

Bangalore / Chennai / Gurgaon / Pune

Roles & Responsibilities

• Lead a team of Data Engineers, Analysts and Data scientists to carry out following activities :
• Connect with internal / external POC to understand the business requirements
• Coordinate with right POC to gather all relevant data artifacts, anecdotes, and hypothesis
• Create project plan and sprints for milestones / deliverables
• Spin VM, create and optimize clusters for Data Science workflows
• Create data pipelines to ingest data effectively
• Assure the quality of data with proactive checks and resolve the gaps
• Carry out EDA, Feature Engineering & Define performance metrics prior to run relevant ML / DL algorithms
• Research whether similar solutions have been already developed before building ML models
• Create optimized data models to query relevant data efficiently
• Run relevant ML / DL algorithms for business goal seek
• Optimize and validate these ML / DL models to scale
• Create light applications, simulators, and scenario builders to help business consume the end outputs
• Create test cases and test the codes pre-production for possible bugs and resolve these bugs proactively
• Integrate and operationalize the models in client ecosystem
• Document project artifacts and log failures and exceptions.
• Measure, articulate impact of DS projects on business metrics and finetune the workflow based on feedbacks

Qualification & Experience

Why Join Tredence?

There is a reason we are one of the fastest growing private companies in the country! You will have the opportunity to work with some of the smartest and fun-loving people in the data analytics space. You will work with the latest technologies and interface directly with the key decision stakeholders at our reputed clients, some of the largest and most innovative global business brands. Our people are our greatest asset and we value every one of them. We are an equal opportunity employer who adhere to our core values & reflect this in our day to day life. So, please come & see why we’re so successful in one of the most competitive and fastest growing industries in the world.