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Solution Advisor Specialist- SAP AI
2 months ago
We help the world run better
At SAP, we enable you to bring out your best. Our company culture is focused on collaboration and a shared passion to help the world run better. How? We focus every day on building the foundation for tomorrow and creating a workplace that embraces differences, values flexibility, and is aligned to our purpose-driven and future-focused work. We offer a highly collaborative, caring team environment with a strong focus on learning and development, recognition for your individual contributions, and a variety of benefit options for you to choose from.
The Role
As an AI Solution Advisor, you will guide customers through the process of understanding, selecting, and implementing AI solutions that meet their business needs. You will leverage your expertise in artificial intelligence and machine learning to provide strategic advice, identify opportunities for AI integration, and ensure the successful deployment of AI technologies.
You will work along with a team of energizing AI Solution Advisors, Business Architects, AI Developers, Data Experts, and Full-stack Developers to drive AI use-case identification via ideation workshops and deliver an agile MVP (minimal viable prototyping) to bring the innovation to life The outcome of the engagements can lead to product/content creation for SAP.
What you'll do
Your tasks include:
Client Needs Assessment:
- Conduct detailed consultations with customers to understand their business challenges, goals, and requirements.
- Gather and analyse client data to identify key areas where AI solutions can add value.
Feasibility Analysis:
- Evaluate the feasibility of proposed AI solutions based on technical, financial, and operational criteria.
- Conduct risk assessments to identify potential obstacles and mitigation strategies.
Solution Design:
- Collaborate with customers and internal teams to design AI solutions tailored to business needs.
- Develop detailed solution architectures, including data pipelines, model selection, and integration points.
- Create technical specifications and documentation for the proposed solutions.
- Prototyping and Proof of Concept (PoC):
- Develop prototypes and PoCs to demonstrate the viability and effectiveness of proposed AI solutions.
- Conduct experiments and tests to validate the performance of AI models and algorithms.
- Gather feedback from customers and stakeholders to refine and improve the prototypes.
Data Preparation:
- Work with customers to collect, clean, and preprocess data required for AI model training and evaluation.
- Ensure data quality and integrity by implementing data validation and transformation processes.
- Model Development:
- Select appropriate machine learning algorithms and techniques based on the problem domain and data characteristics.
- Train, validate, and fine-tune AI models to achieve optimal performance.
- Implement feature engineering and selection to enhance model accuracy and efficiency.
Solution Integration:
- Collaborate with software developers and IT teams to integrate AI models into existing systems and workflows.
- Develop APIs and interfaces for seamless interaction between AI solutions and client applications.
- Ensure scalability, security, and reliability of the integrated solutions.
- Push the frontiers of what is possible in artificial intelligence to create new solutions.
- Explore, understand, and implement the most recent cloud platform and data pipeline technologies and approaches.
- Understand business processes that create and consume data to select the best approaches, evaluate their performance, and assess business relevance.
- Builds scalable and reusable data processing pipelines.
- Through continuous evaluation, analysis, and refinement of the system implementation, we aim to achieve excellence in terms of results quality and system scalability.
- Work closely with the team, customers, and partners to understand business and user requirements holistically and derive adequate application development concepts.
- Ability to work in global teams with different time zones.
- Immerse yourself quickly into new topics, terminology, and development tasks.
What you bring:
Educational and experience requirements
Required
- Degree in Computer Science or related field
- 3 to 7 years of working experience as a software developer, preferably in AI-focused cloud/container application development.
- A solid foundation in computer science, with strong competencies in algorithms, data structures, object-oriented programming, design patterns, multi-threaded programming, and software design principles
- Strong coding development and debugging skills, including hands-on experience with Java, Go, and Python.
- Hands-on experience developing REST APIs using frameworks like Spring, Flask, FastAPI, etc.
- Experience working with DevOps including but not limited to container technologies like Docker & Kubernetes, as well as Cloud Native technology stacks such as Istio, Helm, etcd, Argo, and Envoy
- Experience with cloud-based application development using platforms such as SAP's business technology platform, AWS, Azure & GCP.
- Familiar with Agile/Scrum methodologies
- Excellent written and communication skills in English language
Optional
- Familiar with LLM and supporting tools such as LangChain.
- Familiar with AIOps
- Experience in serving Deep Learning models on framework TensorFlow, PyTorch, XGBoost etc.,
- Passionate to contribute to open-source projects.
- Have experience in SAP-related technologies, not limited to SAP Business AI, SAP Business Technology Platform, SAP ABAP
- Knowledgeable in Sustainability topics, namely ESG reporting, Scope 1, Scope 2, and Scope 3
Meet your team
About SAP Business Technology Platform Advisory team:
Our Innovative and Technical Solutions Team is dedicated to delivering cutting-edge, customized solutions that address our customers' unique challenges and needs. We combine deep technical expertise with a passion for innovation to help our customers achieve their business objectives and stay ahead in a rapidly evolving technological landscape.
Your future team
Artificial Intelligence is a hot topic among SAP customers. Based in Singapore, you will have the opportunity to work on breakthrough projects addressing real-world problems and challenging norms with some of SAP's key customers.
#SAPAICareers
No Global Mobility Support: Local Hires only in Singapore
Number of position: Four
Bring out your best
SAP innovations help more than four hundred thousand customers worldwide work together more efficiently and use business insight more effectively. Originally known for leadership in enterprise resource planning (ERP) software, SAP has evolved to become a market leader in end-to-end business application software and related services for database, analytics, intelligent technologies, and experience management. As a cloud company with two hundred million users and more than one hundred thousand employees worldwide, we are purpose-driven and future-focused, with a highly collaborative team ethic and commitment to personal development. Whether connecting global industries, people, or platforms, we help ensure every challenge gets the solution it deserves. At SAP, you can bring out your best.
We win with inclusion
SAP’s culture of inclusion, focus on health and well-being, and flexible working models help ensure that everyone – regardless of background – feels included and can run at their best. At SAP, we believe we are made stronger by the unique capabilities and qualities that each person brings to our company, and we invest in our employees to inspire confidence and help everyone realize their full potential. We ultimately believe in unleashing all talent and creating a better and more equitable world.
SAP is proud to be an equal opportunity workplace and is an affirmative action employer. We are committed to the values of Equal Employment Opportunity and provide accessibility accommodations to applicants with physical and/or mental disabilities. If you are interested in applying for employment with SAP and are in need of accommodation or special assistance to navigate our website or to complete your application, please send an e-mail with your request to Recruiting Operations Team: Careers@sap.com
For SAP employees: Only permanent roles are eligible for the SAP Employee Referral Program, according to the eligibility rules set in the SAP Referral Policy. Specific conditions may apply for roles in Vocational Training.
EOE AA M/F/Vet/Disability:
Qualified applicants will receive consideration for employment without regard to their age, race, religion, national origin, ethnicity, age, gender (including pregnancy, childbirth, et al), sexual orientation, gender identity or expression, protected veteran status, or disability.
Successful candidates might be required to undergo a background verification with an external vendor.
Requisition ID: 403742 | Work Area: Presales | Expected Travel: 0 - 50% | Career Status: Professional | Employment Type: Regular Full Time | Additional Locations: #LI-Hybrid.