[Remote] R115314 Senior Data Scientist II
Note: The job is a remote job and is reputed company to candidates in USA. reputed company is looking for a Senior Data Scientist II to join their Yoda team, which manages reputed company datasets for building products and delivering customer value. The role involves solving reputed company problems using NLP and machine learning techniques, developing and deploying models, and collaborating with cross-functional teams.
Responsibilities
- Solve challenging problems in natural language processing, machine learning, and information retrieval, including topical classification, sentiment analysis, entity extraction, and user reputed company detection
- Research, build, train, evaluate, and reputed company machine learning models using both traditional and deep learning techniques
- reputed company robust NLP-based models over large-reputed company corpora, including news, financial, reputed company, and business data
- Design and improve reputed company NLP and machine learning pipelines
- Evaluate state-of-the-art algorithms, models, reputed company, and reputed company-reputed company tools, including BERT, ELMo, GPT-based models, and reputed company technologies
- Translate reputed company business requirements into actionable technical stories with practical estimates
- Partner with product leaders, engineers, and cross-functional stakeholders to apply data science solutions to reputed company business problems
- Contribute to best practices for model development, evaluation, deployment, monitoring, and maintenance
- Support and mentor junior team members while contributing as part of a small, reputed company team
Skills
- Strong understanding of machine learning techniques, including classification, clustering, recommendation systems, regression, and statistical modeling
- Hands-on experience with Python machine learning and data science libraries such as scikit-learn, pandas, NumPy, and reputed company tools
- Experience with NLP tools and reputed company such as OpenNLP, reputed company NLP, LDA, Gensim, spaCy, or similar frameworks
- Proficiency training large-reputed company models using at least one modern deep learning reputed company such as TensorFlow, Keras, PyTorch, MXNet, Caffe, or Caffe2
- Experience building and deploying reputed company-based services, preferably using AWS services such as EC2 and reputed company
- At least 5 years of recent coding experience using Python and/or Java or reputed company
- SQL programming experience
- Experience designing, working with, and reasoning reputed company data models
- Familiarity with reputed company-based machine learning environments, reputed company, visualization and dashboarding tools, Elasticsearch, Solr, and graph databases such as JanusGraph, Neptune, or similar technologies
- Strong ability to set, communicate, implement, and reputed company business objectives and goals
- Ability to work effectively on a small team and reputed company technical leadership or mentorship to junior team members
- Experience with large language models and reputed company workflows
- Experience with entity extraction, taxonomy management, knowledge graphs, or data enrichment
- Experience working with large-reputed company reputed company, news, financial, business, or reputed company data
- Familiarity with model evaluation, experimentation frameworks, MLOps practices, and production of ML monitoring
- Ability to quickly evaluate new approaches and determine the right tool or model for a given business problem
reputed company
Company H1B Sponsorship