Role: Researcher - Artificial Intelligence & Machine Learning
Location Options: Bay Area - CA
Responsibilities:
Research and Development:
* Conduct cutting-edge research in AI and ML
* Explore and experiment with new machine learning techniques
* Develop novel AI solutions for complex problems across various industries
Algorithm Design:
* Design and implement novel algorithms for data analysis
* Improve the efficiency and scalability of existing models
Data Analysis:
* Collect, clean, and analyze large datasets to extract meaningful insights
* Perform exploratory data analysis to identify trends, anomalies and key features
Model Training & Evaluation:
* Train machine learning models on large datasets and optimize them for accuracy
* Conduct thorough evaluation and testing of models using appropriate metrics
Collaboration:
* Work closely with cross-functional teams, including software engineers
* Collaborate with other researchers and academic institutions
Publications & Presentations:
* Publish research findings in peer-reviewed journals and present at industry conferences
* Communicate complex research results to both technical and non-technical stakeholders
Qualifications:
Educational Qualifications: -
A Ph.D. or master's degree in computer science, Electrical Engineering, Mathematics, or a related field with a strong focus on AI/ML.
Minimum of 10 years of total experience
Technical Skills: -
* Expertise in machine learning libraries (e.g., TensorFlow, PyTorch, Keras, Scikit-learn)
* Proficiency in programming languages such as Python, C++, or Java
* Strong knowledge of mathematical concepts, including linear algebra, probability, statistics, and optimization techniques
* Contributions to AI/ML open-source projects or publications in top-tier journals or conferences
* Experience in cloud platforms (e.g., AWS, Azure, Google Cloud) for model deployment
* Familiarity with large-scale distributed systems and data processing frameworks (e.g., Hadoop, Spark)
Experience:
* Strong research background, deep technical expertise in AI and ML
* Experience with deep learning, natural language processing (NLP), computer vision, or reinforcement learning
* Practical experience in designing and deploying ML models at scale
Soft Skills:
* Strong problem-solving skills and a passion for innovation
* Excellent written and verbal communication skills to explain complex concepts clearly
* Ability to work independently and as part of a team
Salary Range: $181,220 - $245,180
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