Scientist, Data Science Job in XPO at Other
- Sunrise Exports
- 3 to 7 Yrs
- Other Maharashtra
- 10 months ago
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Job Description
- XPO India Shared Services What youll do on a typical day: Conceive and develop end-to-end solutions focused on Data Science and Engineering using Artificial Intelligence, Machine Learning & Deep Learning Algorithms, Statistical Concepts, Data modelling, Generative AI, Software Development, Cloud Computing, and Visualizations. (50%) Troubleshoot technical issues in existing processes and current development work; solicit assistance from other roles and groups, and drive resolution to ensure the integrity of platform quality and project timelines. (10%) Understand and improve shared standard patterns, templates, and artifacts for data science platform architecture, data science development approaches, data models, new technology adoption, and rollout. (10%) Collaborate with upstream and downstream IT and business teams to identify and document use cases, performance and capability requirements, and criteria for successful solution delivery. (10%) Mentor other team members on technical skills, best practices, problem solving approaches, and standard patterns used at XPO (10%) Proactively generalize and share technical approaches and best practices among other developers, and simplify and communicate completed work to broader audiences across the company. (5%) What you need to succeed at XPO: EDUCATION/EXPERIENCE Minimum Required Education: Bachelors or Master's degree in Computer Science, Data Science, Statistics, MIS, Engineering, Econometrics, Finance, Business or related field. Minimum Required Experience: 3-5 years of Data Science experience in delivering business solutions that rely on data science, data analytics, artificial intelligence, or similar domains. Includes hands-on experience in delivering solutions in at least two of the following areas: Data Modelling, Data Integration, Data Analysis, SQL. And, 3-5 years hands-on experience in delivering solutions in at least two of the following areas: Data Science, Data Analysis, Geo Spatial, Finance, Econometrics, Cloud Computing, Big Data, and Database Management. Advanced knowledge of IT software development methodologies and processes in an agile environment a plus. Transportation and logistics industry experience a plus. Exposure to Generative AI and LLMs is a plus. Other Technical / Computer Skills - Data Science Skills Solid experience applying one or more of the following analytical methods: regression (preferably mixed models), data classification and reduction (e.g. cluster, factor, principle components, decision trees), Bayesian inference or other advanced machine learning techniques. Deep understanding of statistical modelling, machine learning, deep learning, or data mining concepts, and a track record of solving problems with these methods. Solid technical database knowledge (BigQuery, Oracle) and experience optimizing SQL queries on large data. Advanced Statistical theoretical and application experience. Proven Exploratory Data Analysis and Visualization experience using R and Python (Numpy, Pandas, Scipy, Plotly, Matplotlib) Analyze, summarize, and characterize large or small data sets with varying degrees of fidelity or quality, and identify and explain any insights or patterns within them Familiarity of core principles of data modelling and data warehousing Experience in handling 1000+ lines complex SQL codes to deliver complex data based solutions in both development and data analysis work. Expert in Python and experience of writing production ready code and fundamental understanding of OOPs concepts. Exposure to ML Platforms such as GCP, Azure, AWS Be part of something big. Be a Part of Something Big,
Employement Category:
Employement Type: Full timeIndustry: IT Services & ConsultingRole Category: Not SpecifiedFunctional Area: Not SpecifiedRole/Responsibilies: Scientist, Data Science Job in XPO at OtherContact Details:
Company: XPOLocation(s): Other Maharashtra
Keyskills: Data Science Engineering Artificial Intelligence Machine Learning Statistical Concepts Software Development Cloud Computing SQL Finance Econometrics Big Data Database Management Regression Data Classification Bayesian Inference Exploratory Data Analysis Data Visualization R Python Numpy Scipy Matplotlib Data Warehousing Statistical Modelling Pandas
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