ML Practice leader (Poland) (offline)
The focus of the company is on building ML Infrastructure to drive end-to-end AI transformations, assisting businesses in adopting the right AI use cases, and scaling their AI initiatives organization-wide in such industries as Healthcare & Life Sciences, Retail & CPG, Media & Entertainment, Manufacturing, and Internet businesses.
The role of a Practice Leader is the most important for the company’s Machine Learning practice, because it is not only about managing people, but also requires things to be done. A Practice Leader must have sufficient technical experience to maintain and demonstrate the best market practices while keeping abreast of the latest technologies.
Requirements:
- Practical experience with high-performance programming language.
- Strong understanding of Python patterns & best practices.
- Experience in productionizing of several models (different types).
- Strong understanding of ML project lifecycle.
- Practical experience with creating training datasets involving human annotators.
- Practical experience with variety of datasources (OLTP, OLAP, DataLake, Streaming).
- Practical experience Spark, Dask or similar (distributed data processing).
- Ability to explain every design choice one makes.
- Experience with writing DeepLearning models from scratch.
- Practical experience with model post-production & maintenance: model and data monitoring, retraining automation, etc.
- Ability to make reusable components of ML pipelines.
- Ability to explain decisions, status and roadmap to non-technical customer representatives .
- Experience in the following areas: NLP, CV, forecasting, recommender systems, reinforcement learning.
- Practical experience with /AWS/other cloud/open source alternatives/ MLOps platforms, frameworks and libraries.
- Experience in team/department leadership.
- Relationship/team building. Leadership requires building and maintaining a solid and collaborative team of individuals working toward the same goal.
- Ability to teach and mentor. The role assumes providing employees with their career path and helping them achieve goals.
- Diplomatic skills. It means more than just "communication skills" and includes ethics, empathy, compassion, and the ability to resolve conflicts.
- Calmness. People are complicated, and it is required to be ready for any objectives or misunderstandings.
Will be a plus:
- Public speaking experience.
Responsibilities:
- Build effective teams.
- Participate in meetups, conferences, and build community.
- Share best practices and culture with the team.
- Mentor engineers, coach Team Leads, and encourage others to share knowledge.
- Have technical excellence and be an influencer in different teams/projects.
- Hire and onboard newcomers.
- Conduct performance reviews, 1-on-1 meetings.
- Identify and address team gaps in knowledge.
- Evaluate, improve and maintain processes.
- Сollaborate with other managers across the company.
- Communicate and follow the company's mission, vision, and values.
About Provectus
Provectus is the first AI consultancy and solutions provider, helping businesses achieve their objectives through AI.Just imagine: ML for making factories safer for workers, preventing vision loss, and reducing the spread of disease, AI for curing eye diseases - it’s about the products we’ve already developed!
Who we are:
- We are a team of more than 600 people from Ukraine, USA, Canada, Costa Rica and Armenia.
- We are AWS Premier Consulting Partner with competencies in Data & Analytics, DevOps and Machine Learning.
What we do:
- We design and build AI solutions for industry-specific use cases, leveraging our expertise in data, machine learning, and cloud.
- We use Computer Vision, Natural Language Processing, and Anomaly Detection technologies to empower our clients and drive innovation.
- We help businesses design, architect, migrate, or build cloud-native applications on AWS cloud.
How we work:
- At Provectus, everyone has a voice. Share your vision and ideas, utilize cutting-edge technologies that drive positive change on a global scale, contribute to open source projects, and realize your full potential!
- We are committed to developing tech communities in every market where we operate. Join our open knowledge sharing events, tech conferences, internships and educational programs.
- Work from wherever works for you. Provectus offers a hybrid work model for our employees. Work from home or at the office, or combine the two.
Be Heard. Be Empowered. Make a Difference.
Apply now!
Company website:
https://careers.provectus.com/
DOU company page:
https://jobs.dou.ua/companies/provectus/
The job ad is no longer active
Job unpublished on
9 January 2023
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