| Data Scientist at Remote, Remote, USA |
| Email: [email protected] |
| From: Manoj, Nitya Software Solutions [email protected] Reply to: [email protected] Role : Data Scientist Basking Ridge, NJ / Alpharetta, GA / Irving, TX Targeted Years of Experience: 10+ years Responsibilities: Support the various AI/ML models that need to be deployed to production Troubleshoot various activities and rectify any problems that arise in the end-to-end model pipeline Test and validate AI Models. Deploy and manage models throughout the end to end lifecycle. Industrialize the model pipeline which includes Testing & validation of the model pipeline Be part of the requirements for new enhancements in model/solution Propose new ideas/solutions that can be helpful for the project overall Analyze and understand problems and issues to convert these insights into system requirements Build scalable and high performance Machine Learning and Data Mining algorithms MUST HAVE SKILLS (Most Important): Solid foundational quantitative knowledge and skills. Extensive training in math, statistics, physical science, engineering, or other related fields is required. Experience in leading large-scale data science projects and delivering from end to end. Deep technical expertise in machine learning and statistical modeling. Strong knowledge of tree-based classification and regression techniques such as boosting and random forest. Expert knowledge of ML Python frameworks, packages, and libraries (e.g., pandas, numpy, scikit-learn, pytorch). Strong hands-on programming experience with demonstrated expertise in Python. Strong expertise in SQL programming. Experience with data platforms such as Spark, Hadoop, BigQuery, Snowflake or others. Experience with GCP, AWS, or other cloud computing services. Strong communication and interpersonal influencing skills. Excellent problem-solving and critical-thinking capabilities. DESIRED SKILLS: Experience with Deep Learning, NLP, Transformers, and chatbot technology is a big plus. Experience with Recommendation and Ranking systems. Experience with R, Scala, or Java is preferred. EDUCATION/CERTIFICATIONS: Must have: Bachelor's degree or 10+ years experience in practicing machine learning and data science in business. Desired: Masters degree in a quantitative field or equivalent. A Ph.D. in Statistics, Math, Economics, Engineering, Computer Science, Business Analytics, or Data Science is preferred. Keywords: artificial intelligence machine learning rlang Georgia New Jersey Texas Data Scientist [email protected] |
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| Mon Mar 25 23:54:00 UTC 2024 |