Machine Learning Engineer
BayOne SolutionsAmravati, IN30+ 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 • Amravati, IN
Related jobs
- Promoted
AI / ML Engineer
TransPerfectamravati, maharashtra, in AI / ML Engineer (Remote – Bangalore, India).Location : Bangalore, India (Remote).Contract : 5 months (with potential 12-month extension based on performance).
Client : A leading multinational telecommun...Show moreLast updated: 21 days ago
- Promoted
Search Engineer
YourTribeAmravati, IN Design & implement search solutions.Architect and develop advanced search features using.OpenSearch / Elasticsearch, including custom analysers, tokenisers, and scoring algorithms.Create and maintain...Show moreLast updated: 30+ days ago
- Promoted
AI Engineer
TalentBridgeAmravati, IN Job Type : 6-Month Contract, after 6 months it will convert to fulltime.We are looking for an experienced AIML Engineer with 4–8 years of expertise in AI / ML solutions, specifically in building intel...Show moreLast updated: 19 days ago
- Promoted
AI / ML & Data Engineer
Mindfire SolutionsAmravati, IN We are looking for an experienced AI / ML & Data Engineer to design, develop, and deploy scalable machine learning models and data infrastructure on AWS.
You will work closely with cross-functional te...Show moreLast updated: 12 days ago
- Promoted
Artificial Intelligence Engineer
Informatic Technologies, Inc.Amravati, IN We are looking for a Sr AI / ML Engineer / Developer with product development experience.Knowledge and experience with common ML and Data Engineering APIs – e.
Knowledge and experience with the APIs o...Show moreLast updated: 12 days ago
- Promoted
Senior LLM Engineer
RingCentralamravati, maharashtra, in We are seeking an experienced AI Engineer with a strong background in Natural Language Understanding (NLU) who is passionate about pushing the boundaries of Conversational AI.In this role, you will...Show moreLast updated: 21 days ago
- Promoted
Staff ML Engineer (Conversational AI)
Yuna.ioAmravati, IN Yuna's mission is to radically transform the way mental health support is accessed and delivered.By providing 24 / 7 instant and private support at the push of a button, we aim to address the signifi...Show moreLast updated: 30+ days ago
- Promoted
Generative AI Engineer (LLM Expert – AWS Focus)
BigRioAmravati, IN Job Title : Generative AI Engineer (LLM Expert – AWS Focus).Employment Type : Ongoing Contract.Boston-based, remote-first technology consulting firm.
We partner with forward-thinking organizations to ...Show moreLast updated: 11 days ago
- Promoted
Artificial Intelligence Engineer
Mitchell Martin Inc.Amravati, IN The Engineer, Artificial Intelligence supports the development and deployment of advanced artificial intelligence solutions.
This role focuses on implementing solutions that leverage Machine Learnin...Show moreLast updated: 30+ days ago
- Promoted
Machine Learning Engineer
Gabeo.aiamravati, maharashtra, in Please apply only if you're available to start right away.If you're currently serving a notice period or cannot join immediately, we kindly ask that you refrain from applying.We're only interested ...Show moreLast updated: 30+ days ago
- Promoted
AI / ML Engineer
Chargebeeamravati, maharashtra, in Chargebee’s GBT AI team builds internal AI agents and workflows that power smarter, faster operations across Finance, HR, Legal , Marketing, RevOps and GTM.
We’re looking for an AI Engineer who can ...Show moreLast updated: 20 days ago
- Promoted
Machine Learning Engineer
RecroAmravati, IN We are looking for an experienced.Azure and AWS cloud ecosystems.The ideal candidate should bring a strong background in.
GenAI tooling, automation, and CI / CD pipelines.Design, implement, and manage...Show moreLast updated: 30+ days ago
- Promoted
LLM - Python for Machine Learning - 2+
Jupiter AI LabsAmravati, IN We are seeking skilled and experienced ML Developers to join our innovative team.The ideal candidate will have strong hands-on ML experience with the ability to understand complex data models and t...Show moreLast updated: 21 days ago
- Promoted
Machine Learning Engineer
Aakaar AIAmravati, IN We're a small but ambitious startup revolutionizing the e-commerce landscape with cutting-edge AI solutions.Our mission is to empower sellers with the tools and insights they need to thrive in the ...Show moreLast updated: 10 days ago
- Promoted
Founding Sr. Machine Learning Engineer : No Salary Only Equity
Truxt.aiAmravati, IN As an early-stage company driven by a meaningful mission, we seek exceptional engineering talent who values purpose, long-term impact, and significant equity ownership over traditional salary compe...Show moreLast updated: 30+ days ago
- Promoted
Senior MLOps Engineer (Production)
SAIVA AIAmravati, IN We are seeking a Senior Machine Learning Engineer to join our team and help shape the future of healthcare technology.In this role, you will design, build, and deploy machine learning systems that ...Show moreLast updated: 18 days ago
- Promoted
Machine Learning Engineer
goMLamravati, maharashtra, in Looking for a culture to thrive & build a rewarding career for yourself, join the core team of young hustlers building the next generation of Machine Learning platform & services.You will develop t...Show moreLast updated: 30+ days ago
- Promoted
Artificial Intelligence Engineer
Impetusamravati, maharashtra, in Looking for versatile AI / ML Developer to design, develop, and deploy machine learning models that fuel our AI initiatives.
The ML developer will collaborate with data scientists, software engineers,...Show moreLast updated: 30+ days ago