Data Engineer: Data Analytics and AI
Company
IBM
Location
TH Bangkok
Type
Full Time
Job Description
At IBM work is more than a job β itβs a calling: To build. To design. To code. To consult. To think along with clients and sell. To make markets. To invent. To collaborate. Not just to do something better but to attempt things youβve never thought possible. Are you ready to lead in this new era of technology and solve some of the worldβs most challenging problems? If so lets talk.
Your Role and Responsibilities
Develops applications on Big Data and Cognitive technologies including API development. Expected to have traditional Application Development background along with knowledge of Analytics libraries open-source Natural Language Processing statistical and big data computing libraries. Strong technical abilities to understand design write and debug complex code. Skills include Python Spark Kafka GO Hadoop NoSQL HBase HIVE PIG C++ SQL Linux Java EAI SOA CEP HDFS ETL
Required Technical and Professional Expertise
- Graduate degree in Computer Science Statistics Informatics Information Systems or another quantitative field.
- Minimum of 3 years of experience in data engineering with a focus on implementing data platforms AI and ML solutions.
- Hands-on experience with at least one major cloud provider: Azure AWS or GCP.
- Proficiency in programming languages such as Python Py-Spark PL/SQL Spark SQL GO Java
- Experience with data processing frameworks like Apache Spark Hadoop or similar.
- Strong knowledge of SQL and experience with relational and non-relational databases.
- Familiarity with containerization technologies (e.g. Docker Kubernetes) and CI/CD pipelines.
- Solid understanding of data warehousing concepts and tools (e.g. DataBricks Redshift BigQuery).
- Knowledge of AI/ML concepts and experience in supporting AI/ML teams.
- Strong problem-solving skills with the ability to troubleshoot complex data issues.
- Excellent communication skills with the ability to explain technical concepts to non-technical stakeholders.
Preferred Technical and Professional Expertise
- Design implement and manage data platforms on cloud environments (Azure AWS or GCP) to support AI and ML workloads.
- Develop test and maintain robust data pipelines that ensure the smooth ingestion processing and storage of large datasets from diverse sources.
- Integrate data solutions with cloud-native services ensuring optimal performance scalability and cost-effectiveness.
- Work closely with data scientists data engineer business analyst and AI/ML engineers to deploy models and algorithms into production optimizing them for performance and scalability.
- Design and develop Extract Transform Load (ETL) processes to clean enrich and prepare data for analysis and machine learning tasks.
- Implement and manage data governance practices ensuring data quality security and compliance with industry standards and regulations.
- Monitor and optimize the performance of data platforms and pipelines identifying and resolving bottlenecks and inefficiencies.
- Create detailed documentation for data platforms and pipelines and provide regular status updates to stakeholders.
- Stay updated with the latest trends and technologies in data engineering AI and cloud computing and advocate for best practices within the team.
Date Posted
08/29/2024
Views
0
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