Machine Learning Engineer
BayOne SolutionsKolhapur, 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 • Kolhapur, IN
Related jobs
- Promoted
Machine Learning Engineer
RecroKolhapur, 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
AI / ML Engineer
LingaroKolhapur, IN AI / ML Engineer – Senior Consultant.AI Engineering Group is part of Data Science & AI Competency Center and is focusing technical and engineering aspects of DS / ML / AI solutions.We are looking for exp...Show moreLast updated: 30+ days ago
- Promoted
Machine Learning Engineer
Philodesign Technologies Inckolhapur, India Notice Period : Immediate Joiner – 15 days.We are looking for highly motivated and experienced Machine Learning Engineers to join our.
The ideal candidates will have strong proficiency in building,.E...Show moreLast updated: 6 days ago
- Promoted
Lead Engineer - AI / ML
Mindfire SolutionsKolhapur, IN As a Lead AI / ML Engineer, you spearhead the design, development, and implementation of advanced AI and machine learning models.
Your role involves guiding a team of engineers ensuring the successful...Show moreLast updated: 30+ days ago
- Promoted
LLM - Python for Machine Learning - 2+
Jupiter AI LabsKolhapur, 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: 13 days ago
- Promoted
- New!
Machine Learning Engineer
People Prime Worldwidekolhapur, India Our client is a Palo Alto–based AI infrastructure and talent platform founded in 2018.It helps companies connect with remote software developers using AI-powered vetting and matching technology.Ori...Show moreLast updated: 4 hours ago
- Promoted
MLOps Engineer
X4 TechnologyKolhapur, IN MLOps Engineer - Role & Responsibilities.Design, deploy and manage scalable & secure cloud infrastructure.Apply least privilege across cloud platforms (Azure, RBAC, AWS IAM).Enable audit logging co...Show moreLast updated: 13 days ago
- Promoted
Machine Learning Engineer
MAHTOKolhapur, IN MAHTO is a platform that connects contractors and homeowners with skilled blue-collar workers, primarily from the home building industry.
We make it easier for homeowners to find and hire constructi...Show moreLast updated: 1 day ago
- Promoted
Machine Learning Engineer
LaurenKolhapur, IN Develop prompt engineering strategies.Specify ML methodologies for demo scenarios.Implement AI / ML components where applicable.
Optimize model performance for demo environments.Expertise in prompt en...Show moreLast updated: 24 days ago
- Promoted
Deep Learning Engineer
MAHTOKolhapur, IN MAHTO is a platform that connects contractors and homeowners with skilled blue-collar workers, primarily from the home building industry.
MAHTO also offers Full Stack Home Building Services under th...Show moreLast updated: 1 day ago
- Promoted
Machine Learning Engineer / Lead (contractual)
Hyrfastsangli, India Contractual (Immediate Joiners Preferred).Noida / Gurgaon / Indore / Bangalore / Pune / Remote (Hybrid model for on-site locations).
You’ll work on designing, developing, and deploying scalable ML s...Show moreLast updated: 2 days ago
- Promoted
Machine Learning Engineer
Aakaar AIKolhapur, 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: 3 days ago
- Promoted
Founding Sr. Machine Learning Engineer : No Salary Only Equity
Truxt.aiKolhapur, 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
Machine Learning Engineer
Branch InternationalKolhapur, IN Branch delivers world-class financial services to the mobile generation.With offices in the United States, Nigeria, Kenya, and India, Branch is a for-profit socially conscious company that uses the...Show moreLast updated: 30+ days ago
- Promoted
ML Engineer Lead (full time)
Hyrfastsangli, India Machine Learning Engineer Lead.Hiring Machine Learning Engineer Lead for our client, which is a global digital engineering company specializing in data engineering, cloud solutions, and enterprise ...Show moreLast updated: 1 day ago
- Promoted
AI / ML & Data Engineer
Mindfire SolutionsKolhapur, 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: 4 days ago
- Promoted
Senior Machine Learning Engineer
Elife TransferKolhapur, 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 moreLast updated: 30+ days ago
- Promoted
Machine Learning Engineer
goMLKolhapur, 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