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Data Scientist with Apache Pyspark

at Kanerika Software

Data Scientist with Apache Pyspark

Kanerika Software

Data Scientist with Apache Pyspark

at Kanerika Software

Posted by Meenakshi Ramagiri

6 - 12 yrs

₹10L - ₹15L / yr

RIYADH (Saudi Arabia), Hyderabad

Skills

Data Science

Machine Learning (ML)

Natural Language Processing (NLP)

Computer Vision

recommendation algorithm

Apache

PySpark

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

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

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About Kanerika Software

Founded :

2015

Type :

Services

Size :

100-1000

Stage :

Profitable

About

Kanerika has been delivering results since we opened in 2015. Our goal is to provide both a superior customer experience and tremendous value for our customers. With over 75 years of collective experience in Software Product Development and is passionate about exceeding expectations of our clients. Our passion is developing path-breaking software products. We love challenges. We are a small team that always ensures the job is done right. It is all about : Partnership, Experience and Creativity.

Kanerika has been delivering results since we opened in 2015. Our goal is to provide both a superior customer experience and tremendous value for our customers. With over 75 years of collective experience in Software Product Development and is passionate about exceeding expectations of our clients. Our passion is developing path-breaking software products. We love challenges. We are a small team that always ensures the job is done right. It is all about : Partnership, Experience and Creativity.

Read more

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OOAD

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- Design and implement business critical, high performance large scale services - Building and managing automated build/test/deployment environments - Coaching and mentoring talented and highly motivated engineers - Working with cross-functional teams to deliver stellar end user experience - Working closely with the operations and customer support teams to ensure exceptional uptimes - Working with the Product Management Team to validate and plan new features - Minimum 4 years of relevant development experience - Deep knowledge of a server side technology of choice. Deep knowledge of the JVM is a plus - Past experience in significant cross-functional engineering efforts - Deep knowledge of Linux: CentOS, Fedora, or Ubuntu - Experience in designing and maintaining SQL and NoSQL database schema - Experience working with high scale distributed systems - Ability to lead through uncertainty, chaos and a fast paced development environment - You are passionate about your craft - You want to continuously learn and enhance your skills - You believe that hard work and experience trump luck

- Design and implement business critical, high performance large scale services - Building and managing automated build/test/deployment environments - Coaching and mentoring talented and highly motivated engineers - Working with cross-functional teams to deliver stellar end user experience - Working closely with the operations and customer support teams to ensure exceptional uptimes - Working with the Product Management Team to validate and plan new features - Minimum 4 years of relevant development experience - Deep knowledge of a server side technology of choice. Deep knowledge of the JVM is a plus - Past experience in significant cross-functional engineering efforts - Deep knowledge of Linux: CentOS, Fedora, or Ubuntu - Experience in designing and maintaining SQL and NoSQL database schema - Experience working with high scale distributed systems - Ability to lead through uncertainty, chaos and a fast paced development environment - You are passionate about your craft - You want to continuously learn and enhance your skills - You believe that hard work and experience trump luck

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