
Lead/principal Research Scientist, Ai for IT
4 days ago
**Job Category **:Products and Technology
**Job Details**:
**Location: Singapore - Singapore**
You will primarily work on one of the following two selected areas:
(1) AI for IT Operations (AIOps) and related research areas, such as Time-series Analysis, Root Cause Analysis (RCA), Incident Management, Anomaly Detection, Causal ML for AIOps, Planning and Optimization, Auto-remediation, ML platforms for AIOps, etc;
You should have strong programming skills and have research experience or background in one or more of the following domains: machine learning, deep learning, natural language processing (NLP), data mining, software engineering, etc.
**Responsibilities**
- Participate in cutting-edge research in machine learning, AI for IT Operations (AIOps), or AI for Software
- Develop innovative and scalable solutions for large-scale, real-world problems in AIOps or software related domains
**Minimum Qualifications**
- Experience and Proficiency with one or more general purpose programming languages including but not limited to: Python, Java, C/C++.
- Experience with one or more machine learning and deep learning libraries (e.g., TensorFlow, PyTorch, etc).
- Experience with machine learning platform, software engineering, cloud computing and distributed systems, and you are able to build, test and deploy code to cloud infrastructure
- Practical experience in AIOps related projects (such as Root cause analysis, anomaly detection, incident management, failure detection, prediction and prevention, auto-remediation, resource scheduling and provisioning, etc.) or AI Software related projects (large-scale software code pretraining, defect detection, bug localization, automated program repair, code auto-completion, code generation, code search, etc).
**Bonus Points**
- Practical applied research experience in building and iterating AI products with machine learning, deep learning, NLP, data science, or related technology.
- Exposure to industry applied research or academic research, have a track record of having published papers in top-tier conference/journal venues (e.g. ICML, NeurIPS, ICLR, ACL, CVPR, ICSE, USENIX, etc.).
- Managerial skills, and have led teams to deliver AI Research and AI Products
- Strong programming skills, competitive in ACM-ICPC or other competitions.
- Expert in large-scale deep learning system, train models with GPU/TPU parallelisation.
- Experience in GPU programming, data visualisation, or web/mobile development.
**Accommodations**:
**Posting Statement**:
At Salesforce we believe that the business of business is to improve the state of our world. Each of us has a responsibility to drive Equality in our communities and workplaces. We are committed to creating a workforce that reflects society through inclusive programs and initiatives such as equal pay, employee resource groups, inclusive benefits, and more. Learn more about Equality at Salesforce and explore our benefits.
Salesforce, Inc. and Salesforce.org are Equal Employment Opportunity and Affirmative Action Employers. Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender perception or identity, national origin, age, marital status, protected veteran status, or disability status. Salesforce, Inc. and Salesforce.org do not accept unsolicited headhunter and agency resumes. Salesforce, Inc. and Salesforce.org will not pay any third-party agency or company that does not have a signed agreement with Salesforce, Inc. or Salesforce.org.
Salesforce welcomes all.
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