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Ml Engineering Manager - Ai Domain

India, Republic Of India, Bengaluru
Last update 2025-02-09
Expires 2025-03-09
ID #2566589151
Free
Ml Engineering Manager - Ai Domain
India, Republic Of India, Bengaluru,
Modified January 24, 2025

Description

i Merit is a leading AI data solutions company providing high-quality data across computer vision, natural language processing and content services that power machine learning and artificial intelligence applications for large enterprises. i Merit’s customers are able to focus on the algorithms that drive the AI systems embedded in their products and operations, while the i Merit team of trained specialists handles all data enrichment work required to support and refine such systems.


Position - ML Engineering Manager

Domain - AI

Experience - 12+ Years

Location - Bangalore


IMerit works with multiple clients who are spread across the spectrum in developing ML and AI solutions. i Merit uses ML/AI to automate and improve the quality of the productized services that we offer to our customers in the data annotation space. The i Merit ML team is at the forefront of developing various automation solutions across different industry verticals, technology domains and data modalities. We are looking for an experienced, hands-on engineering manager who will lead the ML team in their various efforts.


Responsibilities:


Team Leadership

  • Lead and mentor a team of machine learning and computer vision engineers.
  • Foster a collaborative environment that encourages innovation and continuous improvement.

Technical Leadership

  • Oversee the design, development, and deployment of machine learning models.
  • Ensure adherence to best software/ML development practices, coding standards,

and quality assurance processes.

  • Oversee the productionization of scalable ML solutions.
  • Evaluate and select appropriate tools, frameworks, and technologies.
  • Participate in architecture, design and code reviews.

Project Management

  • Monitor project progress, identify risks, and implement mitigation strategies.
  • Ensure timely delivery of projects, meeting quality standards and budget constraints.

Strategic Planning

  • Align machine learning initiatives with the company's strategic goals.
  • Identify opportunities for leveraging ML to create business value.
  • Contribute to technology roadmaps and long-term planning.

Collaboration

  • Work closely with other engineering teams, data analysts, and business stakeholders to define problem statements and to operationalize solutions.
  • Facilitate communication and collaboration across teams and departments.
  • Represent the team in cross-functional meetings and executive briefings.


Required Skills:


  • 12+ years of work experience with a solid background in software engineering and machine learning.
  • Minimum 7 years of experience in machine learning with at least 5 years in a leadership or managerial role. At least 3 years of experience in building production-grade scalable ML pipelines.
  • Advanced proficiency in Python and ML frameworks like Tensorflow, Keras, Scikit-learnor Py Torch. Proficiency in a system language such as Rust, C++, or Java would be an advantage.
  • Proven ability to deliver a shippable solution given conflicting and ambiguous requirements.
  • Experience with cloud build, deployment, and orchestration tools.
  • Experience with MLOps tools and frameworks.
  • Experience with Dev Ops, Big Data and Cloud platforms is a big plus.
  • Demonstrable analytical and debugging skills.
  • Excellent communication and interpersonal skills.
  • In-depth awareness of the latest technologies and trends in Generative AI would be an advantage
  • Self-motivated, with an ability and in learning new technologies and adapting quickly to new requirements and environments.

Job details:

Job type: Full time
Contract type: Permanent
Salary type: Monthly
Occupation: Ml engineering manager - ai domain

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