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Jobs in Singapore   »   Jobs in Singapore   »   Art / Design / Entertainment Job   »   Solution Architect
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Solution Architect

Pan-asia Resources Pte Ltd

Looking for an experienced and motivated to create innovative solutions leveraging GCP Cloud for Retail Services. A successful candidate will bring thought leadership depth of experience with GCP services strategy and hands on experience with GCP centric architectures Migration applications to GCP and a willingness to be both a leader and contributor to the overall GCP eco system.

Job Description

· Overall, more than 12 years of experience in Data Science and AI / ML domain

· Excellent understanding of machine learning techniques and algorithms, such as GPTs, CNN, RNN, k-NN, Naive Bayes, SVM, Decision Forests, etc.

· Experience in Cloud native skills.

· Analytical mind and business acumen and Strong math skills (e.g. statistics, algebra)

· Experience with common data science toolkits, such as TensorFlow, KERAs, PyTorch, PANDAs, Microsoft CNTK, NumPy etc. Deep expertise in at least one of these is highly desirable.

· Great communication and presentation skills. Should have experience in working in a fast-paced team culture.

· Experience with AIML and Big Data technologies like –Google Colab, Jupyter Notebook, Hadoop, PySpark, HIVE, AWS EMR etc.

· Experience with NoSQL databases, such as MongoDB, Cassandra, HBase, Vector databases is good to have

· Good understanding of applied statistics skills, such as distributions, statistical testing, regression, etc.

· Should be a data-oriented person with analytical mind and business acumen

· Hands-on experience with architecting solutions on GCP.

· Design and innovate technical solutions & services for clients requirements.

· Own the architectural and technical directions and delivery quality.

· Create POCs and assist team in fast tracking development.

· Provide solution architecture and involve in technical analysis of requirements, review new/current design, develop architectural frameworks,

· Knowledgeable on agile practices.

· Analyze and evaluate existing architecture and prescribe new technology upgrades and architectural solution on cloud/on-premise platforms.

· Participate in technical analysis and architectural workshops with client architects, program management, business/ technical analysts to translate new opportunities into full lifecycle product components and strategize their project implementations.

· Should be able to Independently design, review and implement complex business/technical features explore patterns

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