Presale Architecture

2 weeks ago

Singapore Axrail Pte Ltd Full time

Singapore/Kuala Lumpur
Role Overview
**Key Responsibilities**:
**Client Engagement and Requirement Analysis**:
Work closely with clients to understand their business goals, data challenges, and AI needs.
Conduct technical workshops and discovery sessions to gather data and AI/ML requirements.
**Solution Design and Proposal Development**:
Design scalable, secure, and efficient data pipelines, analytics platforms, and AI/ML workflows.
Develop and present comprehensive proposals, including architecture diagrams, technical documentation, and value propositions.
Respond to RFPs and RFIs with customized data and AI solutions.
**Technical Presentations and Demonstrations**:
Deliver compelling technical presentations and live demonstrations showcasing data and AI solutions.
**Collaboration with Sales and Delivery Teams**:
Partner with sales teams to align solution strategies with business objectives.
Collaborate with delivery teams to ensure feasibility and successful execution of proposed solutions.
**Knowledge of Data and AI Services**:
Design solutions using AWS services like Glue, SageMaker, Redshift, EMR, and Athena.
Propose AI/ML workflows leveraging frameworks such as TensorFlow, PyTorch, or Scikit-learn.
Integrate Generative AI tools and services into tailored client solutions.
**Exploration and Innovation**:
Stay updated on the latest advancements in data engineering, AI/ML, and AWS technologies.
Incorporate Generative AI innovations to enhance data processing, analytics, and AI workflows.

**Requirements**:
**Education**: Bachelor’s degree in Computer Science, Data Science, Engineering, or a related field. Equivalent practical experience will also be considered.
3+ years of experience in data engineering, AI/ML, or pre-sales architecture.
Strong understanding of ETL pipelines, data warehouses, and real-time data processing frameworks.
Hands-on experience with AI/ML frameworks (e.g., TensorFlow, PyTorch) and cloud-native services like AWS SageMaker, Glue, and Redshift.
Strong logical and analytical thinking skills to solve complex data and AI challenges.
Familiarity with dashboarding tools like Tableau, Power BI, or QuickSight.
Relevant AWS Certifications (e.g., AWS Certified Machine Learning - Specialty, AWS Certified Data Analytics) are highly preferred.
Fresh graduates with strong problem solving skills are encouraged to apply.
**Preferred Skills**:
Proven experience in pre-sales, including creating technical proposals and responding to RFPs.
Ability to effectively communicate technical solutions to both technical and non-technical stakeholders.
Strong interpersonal and collaborative skills to work with cross-functional teams.
Knowledge of multi-cloud data services (Azure or GCP) is a plus.

**Benefits**:
Competitive salaries.
Career growth opportunities.
Flexible working hour.
Attractive benefits.

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