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.
