Talent.com
Lead Machine Learning Engineer

Lead Machine Learning Engineer

Asper.aiBengaluru, Karnataka, India
24 days ago
Job description

About the Role

We are looking for a highly skilled Lead - Machine Learning Engineer to lead the design, development, and deployment of large-scale ML solutions that power intelligent business applications. This role bridges data science, engineering, and product — ensuring that ML models move efficiently from prototype to production with scalability, reliability, and performance.

You’ll collaborate with data scientists, software engineers, and product teams to architect and operationalize machine learning systems that deliver measurable business value. The ideal candidate combines deep technical expertise in machine learning infrastructure with strong leadership and mentorship capabilities.

Key Responsibilities

1. Machine Learning System Design & Development

  • Lead the end-to-end development of scalable ML systems — from data processing to model training, validation, deployment, and monitoring.
  • Design high-performance pipelines for feature engineering, model serving, and real-time inference.
  • Build reusable frameworks, SDKs, and components to accelerate ML deployment across teams.

2. MLOps & Automation

  • Establish CI / CD pipelines for ML models, ensuring reproducibility, traceability, and automated rollout.
  • Define best practices for model versioning, model governance, and monitoring (data drift, performance degradation, etc.).
  • Integrate ML systems into production using cloud-native services (AWS, Azure, GCP) and orchestration tools (Kubernetes, Airflow, Kubeflow).
  • 3. Leadership & Collaboration

  • Lead and mentor a team of ML engineers, fostering a culture of technical excellence and continuous learning.
  • Partner with data scientists to productionize research models, ensuring robustness, scalability, and maintainability.
  • Work with product and engineering teams to align ML solutions with business objectives and delivery timelines.
  • 4. Performance Optimization & Innovation

  • Optimize training and inference performance using distributed computing, GPU acceleration, and efficient data pipelines.
  • Evaluate new tools, frameworks, and technologies to improve model performance, scalability, and cost-efficiency.
  • Champion best practices in responsible AI — including fairness, transparency, and compliance.
  • Qualifications

  • Bachelor’s or Master’s degree in Computer Science, Data Engineering, Machine Learning, or related field.
  • 6+ years of experience in machine learning or data engineering, including 3+ years in a senior or lead role.
  • Strong proficiency in Python with experience in ML libraries and frameworks such as TensorFlow, PyTorch, scikit-learn, and XGBoost.
  • Knowledge of microservices architecture and API design for ML model serving.
  • Expertise in MLOps tools : MLflow, Kubeflow, Airflow, Docker, Kubernetes, and CI / CD systems (Jenkins, GitHub Actions, Argo).
  • Deep understanding of cloud infrastructure (AWS SageMaker, GCP Vertex AI, Azure ML) and data pipelines (Spark, Kafka, Snowflake, BigQuery).
  • Solid experience with model monitoring, observability, and A / B testing frameworks.
  • Strong understanding of software engineering principles — clean code, testing, version control, and documentation.
  • Excellent communication and leadership skills with a proven track record of cross-functional collaboration.
  • Nice-to-Have

  • Experience with large language models (LLMs), retrieval-augmented generation (RAG), or generative AI pipelines.
  • Exposure to feature stores (Feast, Tecton) and real-time data systems.
  • Understanding of data governance, ethics, and security in AI systems.
  • Full stack development familiarity to collaborate across front-end and back-end integration of ML services.
  • Create a job alert for this search

    Machine Learning Engineer • Bengaluru, Karnataka, India

    Related jobs
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    Kresta Softech Private LimitedBengaluru, Karnataka, India
    URGENT HIRE - IMMEDIATE JOINERS ONLY!!.Job Title : Senior ML Engineer - Generative AI & NLP.We are looking for a skilled AI Engineer to join our team at a leading client's site in Bengaluru.If you h...Show moreLast updated: 30+ days ago
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    INSPYR Solutionshosur, tamil nadu, in
    MLOps Engineer II ( Mid-Senior-Level).Remote (Night Shift – 10 PM to 7 AM CST).Proficient MLOps engineer capable of independently managing production model deployments, pipelines, and infrastructur...Show moreLast updated: 30+ days ago
    • Promoted
    Lead Machine Learning Engineer

    Lead Machine Learning Engineer

    CloudSEKBengaluru, Karnataka, India
    We are a bunch of super enthusiastic, passionate, and highly driven people, working to achieve a common goal! We believe that work and the workplace should be joyful and always buzzing with energy!...Show moreLast updated: 3 days ago
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    RecroBengaluru, 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 moreLast updated: 30+ days ago
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    BayOne SolutionsBangalore, 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 moreLast updated: 30+ days ago
    • Promoted
    Senior Machine Learning Engineer

    Senior Machine Learning Engineer

    Elife TransferBengaluru, 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 moreLast updated: 9 days ago
    • Promoted
    Founding Sr. Machine Learning Engineer : No Salary Only Equity

    Founding Sr. Machine Learning Engineer : No Salary Only Equity

    Truxt.aihosur, tamil nadu, 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 Observability Platform Engineer

    Machine Learning Observability Platform Engineer

    Mewar Infotech Limitedhosur, tamil nadu, in
    Machine Learning Observability Platform Engineer.You’ll help design and enhance our.AI capabilities that power critical insights across enterprise environments. Observability Platform built on.SREs,...Show moreLast updated: 2 days ago
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    goMLhosur, tamil nadu, 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
    AI / ML Engineer

    AI / ML Engineer

    Innodata Inc.hosur, tamil nadu, in
    Our AI-driven platforms and expert teams empower clients in healthcare, life insurance, and other industries to identify risks, improve efficiency, and make smarter decisions.By combining proprieta...Show moreLast updated: 2 days ago
    • Promoted
    Senior Machine Learning Engineer

    Senior Machine Learning Engineer

    SaartheeBengaluru, Karnataka, India
    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 moreLast updated: 30+ days ago
    • Promoted
    Lead Machine Learning Engineer - NLP

    Lead Machine Learning Engineer - NLP

    Observe.AIbangalore, karnataka, in
    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 moreLast updated: 30+ days ago
    • Promoted
    Machine Learning Engineer - Agentic AI & AIOps

    Machine Learning Engineer - Agentic AI & AIOps

    Platform9hosur, tamil nadu, in
    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 moreLast updated: 1 day ago
    • Promoted
    Machine Learning Specialist

    Machine Learning Specialist

    upGrad RekrutBangalore Rural, Karnataka, India
    Coding : Write clean, efficient, and well-documented Python code adhering to OOP principles (encapsulation, inheritance, polymorphism, abstraction). Experience with Python and related libraries (e.Te...Show moreLast updated: 22 days ago
    • Promoted
    • New!
    Lead AI / ML Engineer

    Lead AI / ML Engineer

    Optumhosur, tamil nadu, in
    Lead AI / ML Engineer – Clinical AI systems.Optum is a global organization that delivers care, aided by technology, to help millions of people live healthier lives. The work you do with our team will ...Show moreLast updated: 6 hours ago
    • Promoted
    Staff Machine Learning Engineer- Generative AI

    Staff Machine Learning Engineer- Generative AI

    Intellify Solutionshosur, tamil nadu, in
    Intellify Solutions is seeking a .Staff Machine Learning Engineer.This is a rare opportunity to shape the future of manufacturing by applying cutting-edge AI research to real-world problems : from m...Show moreLast updated: 1 day ago
    • Promoted
    AI / ML & Data Engineer

    AI / ML & Data Engineer

    Mindfire Solutionshosur, tamil nadu, 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: 16 days ago
    • Promoted
    Machine Learning Engineer

    Machine Learning Engineer

    Gabeo.aihosur, tamil nadu, 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