Machine Learning Engineer

3 weeks ago

Mumbai, India Oneture Technologies Full time

● Location: Mumbai

● Experience: 2 - 3 yrs

● Technologies / Skills : Python / Java, ML Framework and Libraries, Computer Vision, Open CV, data modeling & ML model building


We are looking for a Machine Learning (ML) Engineer to help us create AI/ML solutions. As a Machine Learning Engineer you will be responsible for data collection, cleaning, processing, training / retraining models and deploying them to production. You should have exceptional skills in statistics and programming, apart from this you should also have knowledge of data science and software engineering. The ideal candidate should be passionate about artificial intelligence and stay up-to-date with the latest developments in the field.


Responsibilities


● Understanding business objectives and developing models that help to achieve them, along with metrics to track their progress

● Research and implement appropriate ML algorithms/solution according to requirements

● Analyzing the open source ML algorithms that could be used to solve a given problem and ranking them by their success probability

● Perform statistical analysis and fine-tuning using test results

● Define and execute the preprocessing or feature engineering to be done on a given dataset

● Exploring and visualizing data to gain an understanding of it, then identifying differences in data distribution that could affect performance when deploying the model in the real world

● Finding available datasets online that could be used for training

● Training models and tuning their hyperparameters

● Analyzing the errors of the model and designing strategies to overcome them


Education level: Bachelor’s degree (B.E. / B. Tech) in Computer Science or equivalent from reputed institute


Experience: 2 to 3 years hands-on experience in Machine Learning. Working knowledge of AWS platform is preferred.


Technical Expertise


● Ability to write robust code in Python, Java

● Familiarity with machine learning frameworks (like Keras or PyTorch) and libraries (like scikit-learn, pandas, Numpy, SciPy), OpenCV

● Proven track record of developing custom detection models, object tracking algorithms, and expertise in building and deploying models using AWS pipelines.

● Understanding of data structures, data modeling and software architecture

● Knowledge of AWS AI/ML services like SageMaker, Comprehend etc. is preferred

● Good knowledge of AI and ML best practices for model building, automation, iterative learning

● Strong analytical and problem-solving skills

● Excellent communication skills



About Oneture Technologies


Founded in 2016, Oneture is a cloud-first, full-service digital solutions company, helping clients harness the power of Digital Technologies and Data to drive transformations and turning ideas into business realities.


Our team is full of curious, full-stack, innovative thought leaders who are dedicated to providing outstanding customer experiences and building authentic relationships. We are compelled by our core values to drive transformational results from Ideas to Reality for clients across all company sizes, geographies, and industries. Oneture team delivers full lifecycle solutions—from ideation, project inception, planning through deployment to ongoing support and maintenance.


Our core competencies and technical expertise includes Cloud powered: Product Engineering, Big Data and AI ML. Our deep commitment to value creation for our clients and partners and “Startups-like agility with Enterprises-like maturity” philosophy has helped us establish long-term relationships with our clients and enabled us to build and manage mission-critical platforms for them.

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