Venturesoft
Overview
Data Scientist VentureSoft Global, Inc. (Full-time)
Location: Pleasanton, California, United States
Posted: 01/03/2025
Responsibilities
Develop and deploy machine learning models to solve complex business problems.
Design, fine-tune, and evaluate large language models (LLMs) for various applications.
Research and prototype cutting-edge AI models, ensuring scalability and effectiveness.
Analyze structured and unstructured data to extract actionable insights.
Build and optimize data pipelines to support AI/ML model training and deployment.
Collaborate with cross-functional teams to understand requirements and deliver AI-driven solutions.
Conduct A/B testing, performance monitoring, and continuous model improvement.
Stay updated on the latest advancements in AI/ML technologies and integrate them as appropriate.
Document processes, models, and findings for technical and non-technical stakeholders.
Requirements
PhD or Master's degree in Computer Science, Statistics, Mathematics, or related field
5+ years of experience in business intelligence, data science, or related fields
Strong programming skills in Python, R, or Julia, with expertise in libraries like TensorFlow, PyTorch, or Scikit-learn
In-depth understanding of large language models (e.g., GPT, BERT) and natural language processing (NLP)
Experience with data preprocessing, feature engineering, and model evaluation techniques
Knowledge of deep learning architectures (CNNs, RNNs, Transformers) and their applications
Proficiency in querying and managing data using SQL, NoSQL, or graph databases
Familiarity with cloud platforms (AWS, Azure, GCP) and MLOps tools (MLflow, Kubeflow)
Strong mathematical foundation in statistics, linear algebra, and optimization techniques
Experience with distributed computing frameworks like Apache Spark or Hadoop
Effective communication skills to present technical findings to diverse audiences
Commitment to continuous learning and passion for exploring emerging AI/ML trends
Benefits
Flexible Work Schedule/Telecommuting
Vacation / Paid Time Off
Employee Discounts and Rewards
Health Insurance / Wellness Program
VentureSoft Global, Inc. offers a range of services including custom software development, mobile app development, cloud solutions, data and AI/ML engineering, and digital transformation to help businesses optimize operations and stay competitive.
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