Machine Learning EngineerBayOne Solutions • Bangalore, IN
Machine Learning Engineer
BayOne Solutions • Bangalore, IN
30+ days ago
Job descriptionDeploy ML models using Docker containerization and REST API frameworks (Flask / FastAPl) Implement model serving solutions on Azure Container Instances with proper monitoring and Build MLOps pipelines using MLflow for experiment tracking and model registry management Design scalable data workflows using Apache Airflow and Azure Data Factory for ETL operations Establish model versioning, rollback strategies, and performance monitoring in production environments Serve as a technical sounding board for AI team members on ML architecture and approach decisions Mentor team members on best practices for production ML system design and implementation Communicate complex technical concepts clearly to both technical and non-technical stakeholders Collaborate across AI, web development, and system architecture teams toensure seamless integration Guide strategic decisions on when to use traditional ML versus generative AI approaches Evaluate problems to determine optimal solutions : classical ML, GenAI, or simpler analytical methods Integrate generative AI tools effectively into workflows without over-relying on them Design ML systems that integrate seamlessly with existing web application architectures Provide technical guidance onmodel selection, evaluation metrics, and performance optimization Stay current with ML best practices while maintaining focus on practical, business-driven solutions Bachelor's or Master's degree in Computer Science, Data Science, Statistics, or related technical field 4+ years of hands-on experience building and deploying machine learning systems in production Proven experience working in non-technical business domains (healthcare, finance, retail, HR, etc.) Track record of mentoring technical team members and leading collaborative projects Programming Excellence : Expert-level Python proficiency with focus on clean, maintainable, production-ready code Traditional ML Expertise : Deep understanding of classification, regression, ranking, and recommendation algorithms Production ML : Experience with MLOps practices, model deployment, monitoring, and lifecycle management Data Engineering : Proficiency with data pipeline development, ETL processes, and handling messy real-world datasets Cloud Platforms : Hands-on experience with Azure ML Studio, Azure Container Instances, and Azure Data Factory Experience building recommendation engines, search ranking systems, or time series forecasting models Background in A / B testing methodologies and measuring business impact of ML initiatives Knowledge of feature stores, model registry systems, and ML experiment tracking Understanding of model interpretability, bias detection, and fairness in ML systems Experience with both structured and unstructured data processing at scale Experience with deep learning frameworks (TensorFlow, PyTorch) for appropriate use cases Knowledge of natural language processing techniques and text classification systems Background in building ML systems for talent acquisition, recruiting, or HR technology Experience with real-time ML inference and low-latency model serving Understanding of distributed computing and large-scale data processing
Responsibilities :
Machine Learning Development & Implementation (40%)
- Design and implement end-to-end ML pipelines for recommendation systems, search ranking, and classification problems
- Build and optimize traditional ML models using techniques such as ensemble methods, SVMs, gradient boosting, and neural networks
- Develop time series forecasting models and ranking algorithms for complex business applications
- Implement feature engineering pipelines that handle real-world data noise and edge cases
- Create robust data preprocessing and validation systems that ensure model reliability in production
Production ML Systems & Deployment (25%)
alerting
Technical Leadership & Collaboration (20%)
Strategic ML Decision Making (15%)
Required Qualifications
Education & Experience
Core Technical Skills
Specialized Experience :
Preferred Qualifications
Create a job alert for this search
Machine Learning Engineer • Bangalore, IN
Related jobs
)
We are a consulting company with a bunch of technology-interested and happy people!.We love technology, we love design and we love quality.
Our diversity makes us unique and creates an inclusive and...Show more
This role is for one of the Weekday's clients.We are seeking a highly skilled.The ideal candidate will have a strong software engineering background, hands-on experience with ML frameworks, and a d...Show more
Machine Learning Engineer
Recro • bangalore, karnataka, in
Hiring : ML Research Engineer (ASR & Fine-tuning Specialist).Whisper, Wav2Vec2, Conformer) for multilingual, healthcare-focused speech data.
Build, optimize, and fine-tune NLP components (Intent, NER...Show more
Last updated: 30+ days ago • Promoted
Machine Learning Engineer
Digile • Bengaluru, Karnataka, India
We are looking for a passionate and skilled AI Consultant to work.The ideal candidate will have strong experience in Data Analytics, AI / ML, Predictive Modelling , and Statistical Analysis...Show more
Last updated: 15 days ago • Promoted
Machine Learning Engineer
Sonata Software • Bengaluru, Republic Of India, IN
In today's market, we observe a distinct duality in technology adoption.On one front, clients are keenly focused on cost containment, while on the other, there is a strong drive to modernize their ...Show more
Last updated: 24 days ago • Promoted
Lead Machine Learning Engineer
TruMetric.AI • Bengaluru, Republic Of India, IN
Senior Machine Learning Engineer.We are looking for a Senior Machine Learning Engineer who can take complex machine learning models and make them work in real-world production environments.This rol...Show more
Last updated: 21 hours ago • Promoted • New!
Machine Learning Engineer
Aqilea (formerly Soltia) • Bangalore, Karnataka, India
Quick Apply
Last updated: 26 days ago
Machine Learning Engineer
BayOne Solutions • Bengaluru, IN
Machine Learning Development & Implementation (40%).Design and implement end-to-end ML pipelines for recommendation systems, search ranking, and classification problems.
Build and optimize tradition...Show more
Last updated: 30+ days ago • Promoted
Machine Learning Engineer
Wissen Infotech • Bangalore Urban, Karnataka, India
Job Title : Machine Learning Engineer.Wissen Infotech has been a trusted leader in the IT Services industry for over 25 years, delivering high-quality solutions to a global clientele.Within Wissen, ...Show more
Last updated: 30+ days ago • Promoted
Machine Learning Engineer
Tricog Health India Private Limited • Bangalore
Description : We are looking for a curious and passionate Machine Learning Engineer to join our high-impact team.Youll work directly on ML...Show more
Last updated: 30+ days ago • Promoted
Machine Learning Engineer - MLOps
Saarthee • Bengaluru, Karnataka, India
About Saarthee : Saarthee is a Global Strategy, Analytics, Technology and AI consulting company, where our passion for helping others fuels our approach and our products and solutions.Our diverse a...Show more
Last updated: 30+ days ago • Promoted
Senior Machine Learning Engineer
Elife Transfer • Bengaluru, Karnataka, India
A fast-growing start-up headquartered in San Francisco, CA, USA in the heart of Silicon Valley.We recruit worldwide as our customer base is global.
Reliable ground transportation provider, any type ...Show more
Last updated: 30+ days ago • Promoted
Machine Learning Engineer
Amazon • Bengaluru, Republic Of India, IN
About Netskope Today, there's more data and users outside the enterprise than inside, causing the network perimeter as we know it to dissolve.
We realized a new perimeter was needed, one that is bui...Show more
Last updated: 5 hours ago • Promoted • New!
Machine Learning Engineer
UptimeAI Inc. • Bengaluru, Karnataka, India
UptimeAI is leading the way in predictive analytics and AI-driven solutions to optimize operational uptime and reduce downtime for industrial and enterprise clients.
Our innovative platform harnesse...Show more
Last updated: 30+ days ago • Promoted
Lead Machine Learning Engineer
Saarthee • Bengaluru, Republic Of India, IN
Saarthee is global analytics consulting firm unlike any other, where our passion for helping others fuels our approach and our products and solutions.
We are a one-stop shop for all things data and ...Show more
Last updated: 30+ days ago • Promoted
Machine Learning Engineer
Publicis Sapient • Bengaluru, Republic Of India, IN
Senior Associate – Data Science & Machine Learning.Hybrid (3 days office per week).Gurugram (GGN) / Bengaluru (BEN).Data Science & Machine Learning Engineer.
This role demands deep technical expertise...Show more
Last updated: 11 days ago • Promoted
Lead Machine Learning Engineer
CommerceIQ • Bengaluru, Republic Of India, IN
We are seeking a highly skilled senior technical lead to join our Agentic AI & Semantic Search team.This is a hands-on technical leadership role responsible for designing scalable AI systems that i...Show more
Last updated: 19 days ago • Promoted
Lead Machine Learning Engineer
Elife Transfer • Bengaluru, Republic Of India, IN
A fast-growing start-up headquartered in San Francisco, CA, USA in the heart of Silicon Valley.We recruit worldwide as our customer base is global.
Reliable ground transportation provider, any type ...Show more
Last updated: 30+ days ago • Promoted
Machine Learning Engineer
Capgemini • Bengaluru, Karnataka, India
Must have experience with Machine Learning Model Development.Expert Level Proficiency in Data Handling (SQL).Hands-on with Model Engineering and Improvement.
Strong experience in Model Deployment an...Show more
Last updated: 30+ days ago • Promoted
Machine Learning Engineer
Weekday AI • Bengaluru, KA, IN
Quick Apply
Last updated: 30+ days ago