Manager, Data Science
Hyderabad, IN, 500081
XPO
XPO (NYSE: XPO) is one of the largest providers of asset-based less-than-truckload (LTL) freight transportation shipping in North America.Xpo India Shared Services
What you’ll do on a typical day:
- Identify, develop, implement and drive adoption of analytics-based solutions to business problems in XPO
- Lead and mentor other data scientists, and build a highly functional and motivated team
- Serve as a subject matter expert in the organization on data science, providing scientific support across the company and for end customers
- Carry out descriptive, predictive, prescriptive analytics and communicate findings to leadership and stakeholders
- Design the AI Roadmap for the global organization and conceptualize AI initiatives to do R&D on
What you need to succeed at XPO:
At a minimum, you’ll need:
- Bachelor’s degree or equivalent related work in Engineering, Computer Science or a related technical field
- 12+ years of experience delivering data science solutions in production and doing R&D
- Experience of scoping, planning, development, deployment, and tracking of data science solutions
- In-depth understanding of statistical modeling, data analytics, model building and visualization using expert level understanding of Python (Numpy, Pandas, Scipy, Plotly and Matplotlib) and its object-oriented programming concepts
- Expert in writing SQL fluently, recognizing and correcting inefficient or error-prone SQL and performing test-driven validation of SQL queries and their results
- Some exposure to ML Platforms such as Google Cloud, AWS or Azure and experience of putting multiple data science models into ML pipelines in production
- Basic understanding of LLM fundamentals and how to best use Generative AI for solving problems
- Exposure to visualization tools such as Looker Studio, PowerBI or Tableau
- Strong programing and algorithm development skills as applied to working with large data sets
- Attention to detail and motivation to minimize error
- Experience with data modeling and data architecture
- Ability to mentor, teach, and motivate junior team members and extract their maximum potential
It’d be great if you also have:
- Master's degree in data science, Computer Science, MIS, Engineering, Business or a related field
- In-depth understanding of developing and deploying production grade data science solutions
- Exposure to wide array Google Cloud Products such as BigQuery, Vertex AI, Cloud Functions, Cloud Run, Pub/Sub Trigger etc
- Exposure to LLM fundamentals and understanding of Langchain, RAG architecture and using various large language models to develop a solution by using it as API wrapper or by custom training
- Multiple data science specialization courses done from Coursera, Udacity, Data Camp, etc.
Be part of something big.
Be a Part of Something Big
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: APIs Architecture AWS Azure BigQuery Computer Science Data Analytics Engineering GCP Generative AI Google Cloud LangChain LLMs Looker Machine Learning Matplotlib NumPy OOP Pandas Pipelines Plotly Power BI Python R RAG R&D SciPy SQL Statistical modeling Statistics Tableau Vertex AI
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