Senior Machine Learning Engineer

3 weeks ago

Pune, India Codvo Full time

Job Requirement – Senior Machine Learning Engineer

Location – Remote

Company Overview

At Codvo, software and people transformations go hand-in-hand. We are a global empathy-led technology services company. Product innovation and mature software engineering are part of our core DNA. Respect, Fairness, Growth, Agility, and Inclusiveness are the core values that we aspire to live by each day.

We continue to expand our digital strategy, design, architecture, and product management capabilities to offer expertise, outside-the-box thinking, and measurable results.

Education

Bachelor's or Master's degree in Computer Science, Applied Mathematics, Engineering, or a related quantitative discipline; PhD's preferred

Specialization or research in applied machine learning, MLOps, or ML systems preferred

Experience

7+ years of experience designing, developing, and deploying ML models in production environments

4+ years of experience in building predictive models like classification, time series modelling etc.

1+ year of experience in areas such as recommendation systems, pattern recognition, NLP

Experience with production-grade Python (preferred), as well as Java or C/C++

Hands-on experience with large-scale software architecture, APIs, and model versioning systems

Skills

Expertise in Python and ML frameworks such as PyTorch, TensorFlow, or scikit-learn

Proficient in cloud-based ML platforms (e.g., Azure ML, Google Cloud Platform, AWS SageMaker)

Solid understanding of machine learning algorithms (e.g., classification, regression, SVMs, ARIMA, ensemble methods, deep learning, neural network)

Strong foundation in probability theory and statistical modeling (generative and discriminative)

Familiarity with DevOps/MLOps practices, CI/CD pipelines, GitHub Actions, Terraform Docker, and Kubernetes

Ability to communicate technical concepts clearly to both technical and non-technical takeholders

Strong collaboration skills with cross-functional teams (engineering, analytics, product)

Ability to independently manage tasks and thrive in a remote-first or hybrid environment

Preferred Skills

Experience in regulated industries (e.g., finance, healthcare, insurance)

Excellent communication and stakeholder engagement skills

Strong understanding of deep learning architectures (e.g. CNNs, RNNs, Transformers, GANs) Strong in GPU based accelerating computing technologies (CUDA, Rapids, NeMo, NIM, etc.)

Proficiency in model evaluation, distributed training, and hyperparameter optimization

Proficient in Big Data Theory based large scale data streaming and in-memory database technologies (Spark, Kafka, Redis, Elastic Search)

Strong in automated workflow technologies (GitHub Actions, Terraform, Helmet) and containerization technologies (Docker, Kubernetes)

Proficient in API and Microservices technologies Track records in large-scale, real-time AI/GenAI/ML database and solution technologies Background in responsible AI/ML, model interpretability, and fairness auditing

Experience : 7 +Years

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