Onelab Ventures | Machine Learning Engineer | india

2 weeks ago

india Onelab Ventures Full time

About Company:

Onelab Ventures is a Pune-based B2B firm that helps startups in building tech products. We have been operating from the past 3 years and have served 50+ clients till date for Fintech, Ed-tech, E- commerce, Food delivery and Streaming apps.We help early stage startups in product development. We help them in building a Minimum Viable Product for their requirements and lead the product to go live in the market to gather early user responses. We help startups to achieve product - market fit by doing Agile development in the product to match users requirements.Our aim is to provide a hassle-free and comprehensive technology solution to our clients, enabling them to focus on their core business operations while we take care of the technical aspects.Responsibilities:

  • Collaborate with cross-functional teams to understand business requirements and translate them into machine learning solutions.
  • Develop, train, and deploy machine learning models for real-world applications.
  • Work with large datasets, ensuring data quality and implementing efficient data preprocessing pipelines.
  • Utilize ML/DL frameworks to build scalable and high-performance models for both training and inferencing.
  • Implement and optimize machine learning algorithms for deployment in production environments.
  • Stay abreast of the latest developments in machine learning and artificial intelligence to ensure the adoption of best practices and emerging technologies.
  • Collaborate with software developers to integrate machine learning models into existing systems.
  • Maintain documentation for all aspects of the machine learning pipeline, including data preprocessing, model training, and deployment.

Skills:

  • Proficiency in Python for data manipulation, analysis, and model development.
  • Experience with containerization technologies such as Kubernetes and Docker.
  • Strong understanding of machine learning and deep learning frameworks (e.g., TensorFlow, PyTorch).
  • Hands-on experience in both model training and inferencing.
  • Familiarity with Big Data technologies and frameworks.
  • Basic knowledge of MERN stack (MongoDB, Express.js, React, Node.js) is a plus.
  • Excellent problem-solving and critical-thinking skills.
  • Strong communication and collaboration skills.

Experience:

  • Minimum of 2 years of experience in machine learning engineering.
  • Proven track record of successfully developing and deploying machine learning models in a production environment.
  • Experience working with cross-functional teams in an agile development environment.


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