Machine Learning Practice Leader/ AI Engineering Manager

hace 3 meses

Medellín, Colombia Provectus A tiempo completo

Provectus helps companies adopt ML/AI to transform the ways they operate, compete, and drive value. 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:
  • We are looking for candidates that combine good software engineering experience for ML applications, and proven people management skills.

Technical:

  • Strong understanding of ML project lifecycle.
  • Experience in >1 of the following areas: NLP, CV, forecasting, recommender systems, reinforcement learning.
  • Experience in productionizing of ML models (different modalities).
  • Experience with writing deep learning models from scratch.
  • Ability to make reusable components of ML pipelines.
  • Ability to justify and explain design choices one makes.
  • Practical experience with model post-production & maintenance: model and data monitoring, retraining automation, etc.
  • Practical experience with AWS/other cloud/open source alternatives/ MLOps platforms, frameworks, and libraries.
  • Strong understanding of Python patterns & best practices.
  • Practical experience with creating training datasets involving human annotators.
  • Practical experience with a variety of data sources (OLTP, OLAP, DataLake, Streaming).
  • Practical experience with Spark, Dask, or similar (distributed data processing).

Management:

  • Ability to explain decisions, status, and roadmap to the development team.
  • Ability to explain decisions, status, and roadmap to non-technical customer representatives.
  • 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 their 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.
Responsibilities:
  • Build effective teams of ML engineers.
  • Contribute to best practices of the team.
  • Share best practices and culture with the team.
  • Mentor engineers, coach Team Leads, and encourage others to share knowledge.
  • Participate in meetups, and conferences, and build community.
  • Have technical excellence and be an influencer in different teams/projects.
  • Hire and onboard newcomers.
  • Conduct performance reviews and 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.
#J-18808-Ljbffr

  • Machine Learning Practice Director for AI Engineering and Innovation

    hace 3 meses

    Medellín, Antioquia, Colombia Provectus A tiempo completo

    At Provectus, we're on a mission to empower companies to harness the full potential of Machine Learning and Artificial Intelligence. As a Machine Learning Practice Director for AI Engineering and Innovation, you'll play a pivotal role in driving our organization-wide AI transformations. Our focus lies in building robust ML Infrastructure, identifying and...

  • Machine Learning Engineer

    hace 1 mes

    Medellín, Colombia Mechanized AI Inc. A tiempo completo

    Job Description: Machine Learning Engineer Location: Buenos Aires, Argentina (Remote work options available) Company: Mechanized AI About Us: Mechanized AI is at the forefront of AI innovation, leveraging advanced technologies to solve complex real-world problems. We are dedicated to creating cutting-edge solutions that drive modernization and...

  • AI Innovation Leader

    hace 2 días

    Medellín, Antioquia, Colombia Mas Global Consulting Llc A tiempo completo

    Job DescriptionAt Mas Global Consulting LLC, we are committed to shaping the future of digital engineering through innovation and collaborative partnerships. We are seeking an experienced AI Innovation Leader to join our team and lead the development of advanced AI solutions that drive business growth and improvement.Key Responsibilities:Lead technical...

  • Machine Learning Practice Leader/AI Engineering Strategist

    hace 2 semanas

    Medellín, Antioquia, Colombia Provectus A tiempo completo

    Transform AI adoption and drive end-to-end transformation with Provectus. As a seasoned leader, you will build high-performing teams of ML engineers, contributing to best practices and sharing expertise with the team. Your technical excellence will inspire influence across different projects.We are looking for experienced individuals who combine software...

  • Engineering & Innovation Practice Lead

    hace 2 meses

    Medellín, Colombia s Advancio, Inc. A tiempo completo

    Who We Are: At Advancio, we’re passionate about using technology to drive transformative impact. As we grow, we’re building a team that excels in hands-on problem-solving, innovation, and delivering groundbreaking solutions across software, data, and AI-driven technologies. Job Summary: We’re seeking a highly skilled Engineering & Innovation...

  • AI Innovator

    hace 3 semanas

    Medellín, Antioquia, Colombia Mechanized AI Inc. A tiempo completo

    We are Mechanized AI Inc., a cutting-edge company at the forefront of artificial intelligence innovation. Our team of passionate professionals is dedicated to solving complex real-world problems using advanced technologies.Job OverviewThis position involves working with machine learning/deep learning models, evaluating their performance, and implementing...

  • AI Practice Lead | Colombia | Remote

    hace 1 semana

    Medellín, Colombia Mas Global Consulting Llc A tiempo completo

    Who We Are MAS Global is a leader in digital engineering services, specializing in custom software engineering, cloud modernization, and expanding our leadership in Data and AI-driven solutions. With onshore and nearshore teams in the same time zones, we deliver innovative and efficient solutions that streamline digital outcomes for midsize and global...

  • Ml Practice Leader

    hace 4 meses

    Medellín, Antioquia, Colombia Provectus IT, Inc. A tiempo completo

    **ML Practice Leader**: Bogotá, Capital District, Medellín, Antioquia **About project** Provectus helps companies adopt ML/AI to transform the ways they operate, compete, and drive value. 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...

  • Middle/senior Machine Learning Engineer

    hace 4 meses

    Medellín, Antioquia, Colombia Provectus IT, Inc. A tiempo completo

    **Middle/Senior Machine Learning Engineer**: Bogotá, Capital District, Medellín, Antioquia **About project** **Join us at Provectus **to be a part of a team that is dedicated to building cutting-edge technology solutions that have a positive impact on society. Our company specializes in AI and ML technologies, cloud services, and data engineering, and we...

  • Chief Architect for AI and Data Solutions

    hace 3 semanas

    Medellín, Antioquia, Colombia Advancio, Inc A tiempo completo

    Job SummaryWe are seeking a highly skilled Chief Architect for AI and Data Solutions to lead hands-on projects and establish our foundational tech choices and best practices.Key Responsibilities:Develop and deliver high-quality software, AI, and data solutions while establishing best practices for future team members.Take ownership of hands-on coding,...

  • AI Engineer

    hace 1 semana

    Medellín, Colombia Mechanized AI A tiempo completo

    Title: AI Engineer Job Type: Full-Time Location: Remote Company Description: Mechanized AI is at the forefront of AI innovation, leveraging cutting-edge technology to transform legacy systems into modern, efficient, and scalable solutions. We work with enterprise clients to breathe life into their existing software, ensuring that they can...

  • Lead Decision Scientist, Machine Learning Engineer, Colombia 2024

    hace 3 días

    Medellín, Colombia Aimpoint Digital A tiempo completo

    Lead Decision Scientist, Machine Learning Engineer, Colombia 2024 Aimpoint Digital is a premier analytics consulting firm with a mission to drive business value for clients through expertise in data strategy, data analytics, decision sciences, and data engineering and infrastructure. This position is within our decision sciences practice which focuses on...

  • AI Machine Learning Engineer

    hace 2 días

    Medellín, Antioquia, Colombia Viamericas A tiempo completo

    Company Overview">Viamericas is a forward-thinking organization that utilizes innovative technologies to drive business growth and improvement. Our team of experts collaborates closely to design, develop, and deploy cutting-edge solutions that meet the evolving needs of our clients.">About the Role">We are seeking an experienced AI Machine Learning Engineer...

  • Machine Learning Engineer

    hace 2 meses

    Medellín, Antioquia, Colombia Neostella A tiempo completo

    **Key Responsibilities**: - Implement, train, and maintain machine learning models that drive our products and services. - Work with software developers to ensure seamless integration of machine learning models. - Optimize machine learning algorithms for performance and scalability. - Conduct research and stay up-to-date with the latest developments in...

  • Machine Learning Engineer

    hace 3 días

    Medellín, Colombia Neostella A tiempo completo

    Direct message the job poster from Neostella Sr. Technical Recruiter - US, Colombia and Mexico at Neostella At Neostella, we take a customer-centric approach and use cutting-edge technologies to deliver solutions to meet the unique needs of our clients' business. Our offerings include Neodeluxe Legal Solutions, Work-Relay process and workflow...

  • Artificial Intelligence Software Developer

    hace 1 mes

    Medellín, Antioquia, Colombia Mechanized Ai A tiempo completo

    About Mechanized AIWe are a leading innovator in artificial intelligence, leveraging cutting-edge technologies to solve complex real-world problems.Location and Work ArrangementThis role is open for remote work with occasional onsite collaboration in Buenos Aires, Argentina.Job Title: Artificial Intelligence Software DeveloperA key member of our team will be...

  • Advanced Data Analyst and Machine Learning Engineer

    hace 2 días

    Medellín, Antioquia, Colombia Plan A Technologies, Inc. A tiempo completo

    Plan A Technologies, Inc. is a software development firm that brings top-tier engineering talent to clients worldwide.About UsWe are an American technology advisory firm providing custom product development projects, staff augmentation, major integrations and upgrades, and more.Job DescriptionThis role involves identifying business problems and providing...

  • Machine Learning Engineer for AI-Driven Customer Experience

    hace 3 semanas

    Medellín, Antioquia, Colombia Lean Solutions Group A tiempo completo

    Company Overview:Lean Solutions Group is a rapidly expanding organization that prides itself on being at the forefront of software development and IT services. With a strong presence in Latin America and the United States, we offer a wide range of opportunities for professionals to grow their careers and take on new challenges.We are seeking an experienced...

  • AI Solutions Architect

    hace 3 días

    Medellín, Antioquia, Colombia Mas Global Consulting Llc A tiempo completo

    About Mas Global Consulting LLCAt MAS Global, we are shaping the future of digital engineering through innovation, collaborative partnerships, and purpose-driven impact.Your Role as AI Solution Architect - Digital Innovation LeaderYou will be a critical part of MAS Global's Data & AI practices, driving innovation and positioning our Data and AI offerings...

  • Machine Learning Engineer

    hace 4 meses

    Medellín, Antioquia, Colombia N-iX A tiempo completo

    We are seeking a talented and experienced Machine Learning Engineer specializing in image-based networks to join our dynamic team. As a Machine Learning Engineer, you will play a pivotal role in developing and deploying state-of-the-art models and algorithms for tasks such as image generation, recommender engines, prediction models, and more. Your work will...