Junior AI, Machine Learning, and Data Scientist 3305

Santa Clara, US-United States
Posted 3 weeks ago
About The Company

This company is a global leader in advanced semiconductor manufacturing, specializing in producing cutting-edge chips used across a wide range of industries, from consumer electronics to automotive and telecommunications. Known for its pioneering technology, the company is at the forefront of producing high-performance processors, with its advanced fabrication processes enabling the creation of smaller, faster, and more efficient chips. With a customer base that includes some of the biggest names in tech, it plays a critical role in powering innovations such as artificial intelligence, 5G, and next-generation computing.


Responsibilities

– Create and manage advanced machine learning, deep learning, and LLM algorithms to develop data-driven solutions for complex business problems
– Analyze and interpret complicated data sets to provide actionable insights that aid in enhancing decision-making processes for business stakeholders
– Work with cross-functional and international teams to identify and prioritize data-driven opportunities, including the development and deployment of predictive models to drive business outcomes
– Work with teams with senior data scientists, other junior data scientists, and data engineers to develop and uphold efficient procedures for gathering, retaining, and scrutinizing data
– Work in teams with data engineers
– Consistently assess and refine model performance to ensure precision and dependability
– Communicate insights and recommendations via internal reports to technical and non-technical stakeholders
– Design and implement the latest AI, machine learning and data science tools and techniques to enhance existing processes based on feedback and guidance from senior data scientists


Minimum Qualifications

– Ph.D. in computer science, information systems, information science, statistics, or related AI or machine learning field in the past 1-2 years
– 4-5 years of AI/ML experience (including those attained during Ph.D. studies)
– Proficient in Python, GitHub, and Markdown for data wrangling, pre-processing, and extraction from structured and unstructured data sources
– Strong conceptual and practical knowledge and experience of classical machine learning algorithms and learning paradigms, including supervised learning and unsupervised learning
– Strong skills in fundamental deep learning implementation, including data encodings, processing units, and learning paradigms
– Proficiency in adapting machine learning or deep learning algorithms based on unique dataset characteristics and business requirements
– Strong practical network science skills and experience
– Hands-on experience with text analytics for named entity recognition, sentiment analysis, and topic modelling.
– Hands-on experience with time series modeling and forecasting with statistical and/or deep learning-based approaches
– Experience fine-tuning LLM-based approaches with strategies such as low rank adaptation, few shot learning, and others.
– Experience with prompt engineering on LLMs with techniques such as reinforcement learning, prompt tuning, and others
– Knowledge about deploying models into user interfaces using technologies such as Streamlit, Dash, Tableau, or PowerBI
– Must be willing to travel to Taiwan for at least 3 months each year for training, team building, and project coordination

Job Features

Job CategoryData Science
SenioritySenior IC / Tech Lead
Base Salary$150,000 - $230,000
Recruiterluna.zeng@ocbridge.ai

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