Specialist Solutions Architect - Singapur, Singapore - Databricks

Databricks Singapur, Singapore

1 week ago

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Specialist Solutions Architect (GenAI) Singapore

FEQ125R84

As a Specialist Solutions Architect (SSA) - Data Scientist / ML Engineer, you will be the trusted technical ML expert to both Databricks customers and the Field Engineering organization. You will work with Solution Architects to guide customers in architecting production-grade ML applications on Databricks, while aligning their technical roadmap with the continually evolving Databricks Data Intelligence Platform. You will continue to strengthen your technical skills through applying cutting edge technologies in GenAI, MLOps, and ML more broadly, expanding your impact through mentorship, and establishing yourself as a ML thought leader. You will report to the Manager, Field Engineering.

The impact you will have:

Architect production level ML workloads for customers using our unified platform, including end-to-end ML pipelines, training/inference optimization, integration with cloud-native services, MLOps, etc.

Provide advanced technical support to Solution Architects during the technical sale ranging from feature engineering, training, tracking, serving to model monitoring all within a single platform, as well as participating in the larger ML SME community in Databricks

Collaborate cross-functionally with the product and engineering teams to represent the voice of the customer, define priorities and influence the product roadmap, helping with the adoption of Databricks' ML offerings

Build, scale, and optimize customer data science workloads and apply best in class MLOps to productionize these workloads across a variety of domains

Serve as the trusted technical advisor for customers developing GenAI solutions, such as RAG architectures on enterprise knowledge repos, querying structured data with natural language, content generation, and monitoring

What we look for:

5+ years of hands-on industry ML experience in at least one of the following:

ML Engineer: Build and maintain production-grade cloud (AWS/Azure/GCP) infrastructure that supports the deployment of ML applications, including drift monitoring.

Data Scientist: Experience with the latest techniques in natural language processing including vector databases, fine-tuning LLMs, and deploying LLMs with tools such as HuggingFace, Langchain, and OpenAI

Graduate degree in a quantitative discipline (Computer Science, Engineering, Statistics, Operations Research, etc.) or equivalent practical experience

Experience communicating and/or teaching technical concepts to non-technical and technical audiences alike

Passion for collaboration, life-long learning, and driving business value through ML

[Preferred] 2+ years customer-facing experience in a pre-sales or post-sales role

[Preferred] Experience working with Apache Spark to process large-scale distributed datasets

Can meet expectations for technical training and role-specific outcomes within 3 months of hire

Benefits

Private medical, dental and optical

Life, accident, disability and critical illness coverage

Central Provident Fund for local nationals

Equity awards

Enhanced Parental Leaves

Fitness reimbursement

Annual career development fund

Home office & work headphones reimbursement

Business travel accident insurance

Mental wellness resources

Employee referral bonus

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