Provide leadership in building and growing a Custom layout team from the ground up to support the global DRAM layout requirement;
Provide leadership in developing Analog and custom layouts to meet schedules and milestones;
Provide leadership in training the team’s technical skills and cultural healthiness.
Effectively communicating with engineering teams across multiple countries to ensure the success of the layout project.
Organize, prioritize, and manage logistics on tasks and resource allocations for multiple projects.
Manage the performance and development of team members.
Managing hiring and retention.
As a critical member of the core DRAM leadership team in India, contributed to the overall success

Qualification/Requirements

5 + year experience in analog/custom layout in advanced CMOS process.
Minimum 3+ years people management experience.
Expertise in Cadence VLE/VXL and Mentor Graphic Calibre DRC/LVS is a must.
Must have strong skills in layout and floor planning skills and manual routing.
Strong ability to build, and continuously develop a premier analog/mixed-signal layout team
Experienced in managing multiple Custom IC layout projects
Highly motivated with passion, detail-oriented, systematic, and methodical approach in IC layout design.
The ability to work and communicate effectively in a team and to be able to multi-task effectively in a fast-paced working environment.
Excellent verbal and written communication skills required.
Independent with strong analytical skills, creative thinking and self-motivation.
Capable of working in a cross-functional, multi-site team environment in multiple time zones.
Previous work experience in DRAM/NAND layout design is desirable however not mandatory.

Responsibilities

Provide leadership in building and growing a Custom layout team from the ground up to support the global DRAM layout requirement;
Provide leadership in developing Analog and custom layouts to meet schedules and milestones;
Provide leadership in training the team’s technical skills and cultural healthiness.
Effectively communicating with engineering teams across multiple countries to ensure the success of the layout project.
Organize, prioritize, and manage logistics on tasks and resource allocations for multiple projects.
Manage the performance and development of team members.
Managing hiring and retention.
As a critical member of the core DRAM leadership team in India, contributed to the overall success

Qualification/Requirements

5 + year experience in analog/custom layout in advanced CMOS process.
Minimum 3+ years people management experience.
Expertise in Cadence VLE/VXL and Mentor Graphic Calibre DRC/LVS is a must.
Must have strong skills in layout and floor planning skills and manual routing.
Strong ability to build, and continuously develop a premier analog/mixed-signal layout team
Experienced in managing multiple Custom IC layout projects
Highly motivated with passion, detail-oriented, systematic, and methodical approach in IC layout design.
The ability to work and communicate effectively in a team and to be able to multi-task effectively in a fast-paced working environment.
Excellent verbal and written communication skills required.
Independent with strong analytical skills, creative thinking and self-motivation.
Capable of working in a cross-functional, multi-site team environment in multiple time zones.
Previous work experience in DRAM/NAND layout design is desirable however not mandatory.

Data Scientist with Apache Pyspark

at Kanerika Software

1 recruiter

Posted by Meenakshi Ramagiri

RIYADH (Saudi Arabia), Hyderabad

6 - 12 yrs

₹10L - ₹15L / yr

Data Science

Machine Learning (ML)

Natural Language Processing (NLP)

Computer Vision

recommendation algorithm

+2 more

Job Description

Responsibilities:

- Collaborate with stakeholders to understand business objectives and requirements for AI/ML projects.

- Conduct research and stay up-to-date with the latest AI/ML algorithms, techniques, and frameworks.

- Design and develop machine learning models, algorithms, and data pipelines.

- Collect, preprocess, and clean large datasets to ensure data quality and reliability.

- Train, evaluate, and optimize machine learning models using appropriate evaluation metrics.

- Implement and deploy AI/ML models into production environments.

- Monitor model performance and propose enhancements or updates as needed.

- Collaborate with software engineers to integrate AI/ML capabilities into existing software systems.

- Perform data analysis and visualization to derive actionable insights.

- Stay informed about emerging trends and advancements in the field of AI/ML and apply them to improve existing solutions.

Strong experience in Apache pyspark is must

Requirements:

- Bachelor's or Master's degree in Computer Science, Engineering, or a related field.

- Proven experience of 3-5 years as an AI/ML Engineer or a similar role.

- Strong knowledge of machine learning algorithms, deep learning frameworks, and data science concepts.

- Proficiency in programming languages such as Python, Java, or C++.

- Experience with popular AI/ML libraries and frameworks, such as TensorFlow, Keras, PyTorch, or scikit-learn.

- Familiarity with cloud platforms, such as AWS, Azure, or GCP, and their AI/ML services.

- Solid understanding of data preprocessing, feature engineering, and model evaluation techniques.

- Experience in deploying and scaling machine learning models in production environments.

- Strong problem-solving skills and ability to work on multiple projects simultaneously.

- Excellent communication and teamwork skills.

Preferred Skills:

- Experience with natural language processing (NLP) techniques and tools.

- Familiarity with big data technologies, such as Hadoop, Spark, or Hive.

- Knowledge of containerization technologies like Docker and orchestration tools like Kubernetes.

- Understanding of DevOps practices for AI/ML model deployment

-Apache ,Pyspark