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Senior Machine Learning Product Manager
3 mesi fa
As a trusted global transformation partner, Welocalize accelerates the global business journey by enabling brands and companies to reach, engage, and grow international audiences.
Welocalize delivers multilingual content transformation services in translation, localization, and adaptation for over 250 languages with a growing network of over 400,000 in-country linguistic resources.
Driving innovation in language services, Welocalize delivers high-quality training data transformation solutions for NLP-enabled machine learning by blending technology and human intelligence to collect, annotate, and evaluate all content types.
Our team works across locations in North America, Europe, and Asia serving our global clients in the markets that matter to them.
To perform this job successfully, an individual must be able to perform each essential duty satisfactorily. The requirements listed below are representative of the knowledge, skill, and/or ability required. Reasonable accommodations may be made to enable individuals with disabilities to perform the essential functions.MAIN PURPOSE OF ROLE
The Senior Machine Learning Product Manager is responsible for leading the definition and delivery of Machine Learning (ML) + Artificial Intelligence (AI) solutions.
As an AI/ML Product Manager at Welocalize, you will use a combination of extensive Data and AI/ML knowledge and execution experience to deliver business value to stakeholders in accordance with the AI/ML product vision and in support of company goals.
Welocalize is in the process of building out its new AI/ML Division, and this role will be the first Product Manager for the new AI/ML team.
Your day-to-day will include working with stakeholders in our four main service lines to identify opportunities for AI/ML to have impact, measure that impact, and prioritize projects on the roadmap of the AI/ML engineering team.
You will report into an established Product organization that has a record of excellence and established best practices.Main Duties
Play a central role in building the capabilities that will empower multiple business-critical AI/ML workloads.
Build insights into Welocalize use-cases, strategize where AI+ML technologies can be applied to drive business impact and use these insights to build and champion the roadmap for AI/ML at Welocalize.
Closely partner with outstanding talent across engineering teams and drive tight integration with other systems to build ML tooling.Define clear OKRs that can help the team ensure progress towards our goal of driving ML adoption.
Collaborate with internal operational stakeholders, external clients, and our engineering team to ensure product success.
Requirement analysis and solution design:
Collaborate with cross-functional teams to understand business requirements, define clear objectives, and develop technical plans. Work with stakeholders to identify opportunities where AI can provide valuable insights and solutions.
Partner with Engineers conducting experiments and evaluations to assess the performance and effectiveness of different models and techniques.
Develop metrics that reflect the needs of the business for their stakeholder cases, and partner in the analysis and of experiment results, interpret findings, and provide actionable recommendations.
Stay updated with the latest advancements in machine learning, deep learning, and NLP.Lead product development and launches by working with multiple stakeholders to define product requirements, prioritize features, and manage timelines.
Monitor product performance and user feedback to ensure product success.
Develop and execute a formal plan to regularly engage with stakeholders to ensure all product needs are captured.
Ensure that requirements slated for development are internally consistent, well described, and are granular enough to be implemented by developers.
Collaborate with the development team by involving them in development of the product vision, sharing credit for success, thinking through the nuances before presenting requirements, and creating schedules through consensus.
Contribute to a culture of excellence, open communication, courage, and respect.Requirements
Bachelor's or Master's degree in Computer Science, Machine Learning, or relevant experience in the related field
5+ years of relevant work experience in ML software product management. Localization, translation, data collection, or NLP experience is a bonus.
Demonstrated ability to work with senior executives, stakeholders, and users to define and manage the scope, strategy, and requirements.
Quantitative skills demonstrated by the seeking out, understanding, and diving into data, research and others' thoughts and ideas to support data-driven decision making.
A well-rounded communicator, collaborator and presenter who loves to share findings and insightsStrong practical knowledge of MS Office, Atlassian (JIRA, Confluence)
Understanding of Lean and Agile Methodologies
Self-motivated with critical attention to detail, deadlines and reporting.
Ability to work creatively and analytically in a problem-solving environment.
Ability to work well autonomously and within a team in a fast-paced and deadline-oriented environment
Strong verbal and written communication skills (including analysis, interpretation, & reasoning)
Ability to build clear and concise presentations and communicate effectively at every level of the organization.
Demonstrated specialization, execution, and delivery of AI product.
Demonstrated project management skills, including effective planning, organizing, and administration of multi-functional work responsibilities.
Demonstrated ability to facilitate cross-functional planning sessions (ie Scrum and Squad in agile).
Demonstrated ability to effectively partner across, collaborate with, and inspire teams and individuals, including remote employees.
Ability to negotiate and resolve complex and sensitive issues with diplomacy and persuasiveness.
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