דרושים ב-Cisco ב-Japan, Chiyoda

Job posting may be removed earlier if the position is filled or if a sufficient number of applications are received.

Key Responsibilities:

• Design, develop, and implement advanced machine learning models to solve complex business problems.
• Apply AI techniques and generative AI models to enhance data analysis and predictive capabilities.
• Utilize Tableau and other visualization tools to create insightful and actionable dashboards for stakeholders.
• Manage and optimize large datasets using Snowflake and Teradata databases.
• Collaborate with cross-functional teams to understand business needs and translate them into analytical solutions.
• Stay updated with the latest advancements in data science, machine learning, and AI technologies.
• Mentor and guide junior data scientists, fostering a culture of continuous learning and development.
• Communicate complex analytical concepts and results to non-technical stakeholders effectively.

Key Technologies & Skills:

• Machine Learning Models: Supervised learning, unsupervised learning, reinforcement learning, deep learning, neural networks, decision trees, random forests, support vector machines (SVM), clustering algorithms, etc.
• AI Techniques: Natural language processing (NLP), computer vision, generative adversarial networks (GANs), transfer learning, etc.
• Visualization Tools: Tableau, Power BI, Matplotlib, Seaborn, Plotly, etc.
• Databases: Snowflake, Teradata, SQL, NoSQL databases.
• Programming Languages: Python (essential), R, SQL.
• Python Libraries: TensorFlow, PyTorch, scikit-learn, pandas, NumPy, Keras, SciPy, etc.
• Data Processing: ETL processes, data warehousing, data lakes.
• Cloud Platforms: AWS, Azure, Google Cloud Platform.

Minimum Qualifications:

• Bachelor's or Master's degree in Computer Science, Statistics, Mathematics, Data Science, or a related field.
• Minimum of [X] years of experience as a Data Scientist or in a similar role.
• Proven track record in developing and deploying machine learning models and AI solutions.
• Strong expertise in data visualization tools, particularly Tableau.
• Extensive experience with Snowflake and Teradata databases.
• Excellent problem-solving skills and the ability to work independently and collaboratively.
• Exceptional communication skills with the ability to convey complex information clearly.

Preferred Qualifications (Provide up to five (5) bullet points: these can include soft skills)

• Excellent communication and collaboration skills to work effectively in cross-functional teams.
• Ability to translate business requirements into technical solutions.
• Strong problem-solving skills and the ability to work with complex datasets.
• Experience in statistical analysis and machine learning techniques.
• Understanding of business domains such as sales, financials, marketing, and telemetry.