Talent.com
Machine Learning Engineer
Machine Learning EngineerBayOne Solutions • tirunelveli, tamil nadu, in
Machine Learning Engineer

Machine Learning Engineer

BayOne Solutions • tirunelveli, tamil nadu, in
30+ days ago
Job description

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%)

  • Deploy ML models using Docker containerization and REST API frameworks (Flask / FastAPl)
  • Implement model serving solutions on Azure Container Instances with proper monitoring and
  • alerting

  • 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
  • Technical Leadership & Collaboration (20%)

  • 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
  • Strategic ML Decision Making (15%)

  • 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
  • Required Qualifications

    Education & Experience

  • 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
  • Core Technical Skills

  • 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
  • Specialized Experience :

  • 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
  • Preferred Qualifications

  • 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
  • Create a job alert for this search

    Machine Learning Engineer • tirunelveli, tamil nadu, in

    Related jobs
    Machine Learning Engineer

    Machine Learning Engineer

    Recro • tirunelveli, tamil nadu, in
    What would you be doing / Expected from this role?.Collaborate with cross-functional teams including data scientists, engineers, and product managers to deliver AI-driven solutions.Drive the archite...Show more
    Last updated: 30+ days ago • Promoted
    Machine Learning Observability Platform Engineer

    Machine Learning Observability Platform Engineer

    Mewar Infotech Limited • Tirunelveli, India
    We’re looking for a Machine Learning Observability Platform Engineer who’s passionate about building large-scale, reliable ML systems. You’ll help design and enhance our open-source observability...Show more
    Last updated: 4 days ago • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    Luxoft • Tirunelveli, India
    We are seeking a skilled Machine Learning Engineer to develop and deploy Graph Neural Network (GNN) based surrogate models that approximate complex physics simulations for oil & gas pipeline and we...Show more
    Last updated: 8 days ago • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    HiroJet • Tirunelveli, Republic Of India, IN
    Job Title : Machine Learning Engineer.Location : Remote, India 5 days WFH.Preferred - SIEM product OR security product Experience. We are a security data platform that enables teams to be more effecti...Show more
    Last updated: 1 hour ago • Promoted • New!
    Freelance Machine Learning Engineer

    Freelance Machine Learning Engineer

    Leading MNC • Tirunelveli, India
    Looking for a Freelance Machine Learning Engineer to join a team of rockstar developers.The candidate should have a minimum of 8+ yrs. If you're looking for freelance / part time opportunity (along...Show more
    Last updated: 3 hours ago • Promoted • New!
    Senior Machine Learning Engineer

    Senior Machine Learning Engineer

    Diligente Technologies • Tirunelveli, India
    Title : Senior Machine Learning Engineer.Location : Vaishnavi Signature, Bellandur, Bengaluru( hybrid2 days onsite a week). What You Will Achieve and Key Responsibilities.Research, Design, Develop and...Show more
    Last updated: 8 days ago • Promoted
    Machine Learning Engineer - Agentic AI & AIOps

    Machine Learning Engineer - Agentic AI & AIOps

    Platform9 • Tirunelveli, India
    Platform9 is a leader in simplifying enterprise private clouds.Our flagship product, Private Cloud Director, turns existing infrastructure into a full-featured private cloud.Enterprise IT teams can...Show more
    Last updated: 4 days ago • Promoted
    Founding Sr. Machine Learning Engineer : No Salary Only Equity

    Founding Sr. Machine Learning Engineer : No Salary Only Equity

    Truxt.ai • Tirunelveli, India
    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 more
    Last updated: 4 days ago • Promoted
    Staff Machine Learning Engineer

    Staff Machine Learning Engineer

    Ocrolus • Tirunelveli, India
    Come build at the intersection of AI and fintech.At Ocrolus, we’re on a mission to help lenders automate workflows with confidence—streamlining how financial institutions evaluate borrowers and ena...Show more
    Last updated: 4 days ago • Promoted
    Machine Learning Engineer-Agentic AI

    Machine Learning Engineer-Agentic AI

    Innodata Inc. • Tirunelveli, India
    Design and implement multi-agent systems using LangChain, LangGraph, CrewAI, AutoGen or similar frameworks.Build A2A (agent-to-agent) orchestration and implement MCP (multi-context protocol) for co...Show more
    Last updated: 4 days ago • Promoted
    Senior Machine Learning Engineer - NLP

    Senior Machine Learning Engineer - NLP

    Observe.AI • Tirunelveli, India
    AI is the leading AI agent platform for customer experience.It enables enterprises to deploy AI agents that automate customer interactions, delivering natural conversations for customers with predi...Show more
    Last updated: 4 days ago • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    Live Connections • Tirunelveli, Republic Of India, IN
    Role - Machine Learning Engineer.Required Notice Period - Immediate Joiners.Should have experience in developing and deploying Generative AI models using TensorFlow, Pytorch or another similar fram...Show more
    Last updated: 1 hour ago • Promoted • New!
    Machine Learning Architect

    Machine Learning Architect

    goML • Tirunelveli, Republic Of India, IN
    We are looking for a highly skilled Technical Architect with expertise in AWS, Generative AI, AI / ML, and scalable production-level architectures. The ideal candidate should have experience handling ...Show more
    Last updated: 1 hour ago • Promoted • New!
    Senior ML Engineer

    Senior ML Engineer

    Torinit • tirunelveli, tamil nadu, in
    Machine Learning Engineer (3–5 Years Experience).Canadian-based digital consulting company.At Torinit, we don't just serve our clients. we work with them to create transformative digital journeys b...Show more
    Last updated: 5 days ago • Promoted
    Machine Learning Engineer - Video Analytics

    Machine Learning Engineer - Video Analytics

    Ezlo Innovation • tirunelveli, tamil nadu, in
    Ezlo Innovation is a leading IoT platform developer powering smart home and property management solutions across 60+ countries. Our family of brands—including Vera, MiOS, Fortrezz, and Centralite—br...Show more
    Last updated: 13 hours ago • Promoted • New!
    Machine Learning Engineer

    Machine Learning Engineer

    Innodata Inc. • Tirunelveli, India
    Design and develop frontend interfaces (React, Angular) tailored for AI-driven workflows and visualization of model outputs. Python Flask / FastAPI) that serve AI models and manage user data securely....Show more
    Last updated: 4 days ago • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    GoML • Tirunelveli, India
    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 more
    Last updated: 4 days ago • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    BayOne Solutions • Tirunelveli, India
    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