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AI Product Management
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AI Product Management
18 Answers
Tamar Hadar
The Knot Worldwide Senior Director of Product • February 2
As a first PM, you will need to be very judicious with how you allocate your time and resources. In fact, I think that’s true for larger companies as well. There are always going to be more ideas than resources available. As a product manager, you are responsible for translating the company’s vi......Read More
6193 Views
5 Answers
Savita Kini
Cisco Director of Product Management, Speech and Video AI • March 3
Metrics are an interesting question. This really depends on the type of product we are building that leverages ML. Since ML can be use for example in electronic records, sales workflows, computer vision type use cases or speech / audio use cases some of which I am familiar with -- we can break it......Read More
316 Views
5 Answers
Savita Kini
Cisco Director of Product Management, Speech and Video AI • March 3
Seek to understand and clarify first before assuming you have learnt everything that is to know and propose solutions. I see there are lot of online courses, documentation, articles -- you can do a lot of reading online to educate yourself about the complexities of model development, data gathe......Read More
594 Views
What are the different types of AI Product Managers. Are we going to see a role that's similar to a Technical Product Manager focused towards the data science team?
My question is more to understand if a PM needs to understand the AI concepts to be a successful AI PM?
4 Answers
Savita Kini
Cisco Director of Product Management, Speech and Video AI • March 3
AI/ML by definition requires a decent foundational understanding for AI/ML/Deep Learning Concepts, trends in industry, tools and methodologies to be able to work with engineering in defining solutions to customer /user problems. For the forseeable future, I would say that most AI/ML product manag......Read More
322 Views
3 Answers
Deepak Mukunthu
Salesforce Senior Director of Product, Einstein AI • June 28
While infusing ML into a product can be extremely powerful to light-up new scenarios for customers and to optimize current scenarios, it can take a lot of effort to get it right. It all starts with defining and prioritizing the right scenario/problem to focus on, working with data science and ML ......Read More
600 Views
2 Answers
Suhas Manangi
Airbnb Group Product Manager • June 6
Product School, Try Exponent, and Product Allinace are good resources for PM interviews prep. Later is a good question. Interesting idea. I don't know of any, but it so interesting that someone should be offering it. Perhaps they might have rolled into certification or cohort courses with liv......Read More
2267 Views
3 Answers
Savita Kini
Cisco Director of Product Management, Speech and Video AI • March 3
Key traits for AI PM is no different from other PM roles -- empathy for customer issues, ability craft / create / articulate problems and how we might approach the solution, industry and domain experience, and collaborative leadership to work with engineering. Willingness to learn or prior experi......Read More
354 Views
2 Answers
Savita Kini
Cisco Director of Product Management, Speech and Video AI • March 3
Excellent question. Hard/technical skills are absolutely critical to be a successful AI product manager. As I mention in my other answers -- PMs bring domain knowledge, and customer perspectives to seek solutions. In AI/ML product development, we apply all the same foundational technical knowledg......Read More
456 Views
1 Answer
Suhas Manangi
Airbnb Group Product Manager • June 6
Trust & Risk is a specific domain, so generalist PM would need to pivot to become a domain PM. This will require launching solutions across multiple years. Fraud evolves every year, but over 90% still remains the same decade long type. Payment Risk is a good stepping stone. Balacing security with......Read More
950 Views
2 Answers
Savita Kini
Cisco Director of Product Management, Speech and Video AI • March 3
This is not a simple question. There is no such thing as a "traditional PM" because PM roles and responsibilities differ by industry segment. There are substantial differences in PM roles from consumer app to enterprise app to hardware and enterprise infrastructure. Fundamentally the role of th......Read More
474 Views