16 Mlflow Jobs
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8.0 years
Noida, Uttar pradesh, India
On-site
HCLTech is hiring Vision AI Engineer for Noida/Chennai location. About HCLTech: HCLTech is a global technology company, home to more than 218,000 people across 59 countries, delivering industry-leading capabilities centered around digital, engineering, cloud and AI, powered by a broad portfolio of technology services and products. We work with clients across all major verticals, providing industry solutions for Financial Services, Manufacturing, Life Sciences and Healthcare, Technology and Services, Telecom and Media, Retail and CPG, and Public Services. Consolidated revenues as of 12 months ending September 2024 totaled $13.7 billion. To learn how we can supercharge progress for you, visit ...
Posted 5 hours ago
5.0 - 8.0 years
Calcutta
On-site
At EY, we’re all in to shape your future with confidence. We’ll help you succeed in a globally connected powerhouse of diverse teams and take your career wherever you want it to go. Join EY and help to build a better working world. Title: Senior AI/ML Developer (GenAI/AI Insurance) Educational qualification: BTech/Masters/PhD We are seeking an experienced Senior AI/ML Developer with 5-8 years of professional experience. He needs to be passionate about D&A and technology. With a deep understanding of data processing, data structure, algorithms, and machine learning. AI Architect will develop and implement the company's AI capabilities and solutions. Responsibilities: Design and implement AI/G...
Posted 4 days ago
18.0 years
Calcutta
On-site
At EY, we’re all in to shape your future with confidence. We’ll help you succeed in a globally connected powerhouse of diverse teams and take your career wherever you want it to go. Join EY and help to build a better working world. JOB Description: Gen Ai Architect – Associate Director As a Associate Director - GenAI Architect, the person will be responsible for leading and designing advanced AI architectures that drive strategic business outcomes. This role requires a deep understanding of data management, application development, AI technologies, cloud solutions, and user interface design. The person will work closely with cross-functional teams to deliver robust and scalable solutions tha...
Posted 4 days ago
5.0 - 9.0 years
Chennai, All india
On-site
As a candidate for the role, your main responsibilities will include: - Designing, developing, deploying, and scaling advanced applications using Generative AI models (e.g., GPT, LLaMA, Mistral), NLP techniques, and MLE/MLOps best practices to solve business challenges and unlock new opportunities. - Applying techniques such as LoRA, PEFT, and fine-tuning of LLMs to build domain-specific models aligned with business use cases, with a focus on making them deployable in real-world environments. - Implementing end-to-end ML pipelines including data preprocessing, model training, versioning, testing, and deployment using tools like MLflow, Docker, Kubernetes, and CI/CD practices. - Leveraging cu...
Posted 4 days ago
18.0 - 22.0 years
Pune, All india
On-site
Role Overview: As an Associate Director - GenAI Architect at EY, you will be responsible for leading and designing advanced AI architectures to drive strategic business outcomes. Your role will involve a deep understanding of data management, application development, AI technologies, cloud solutions, and user interface design. Working closely with cross-functional teams, you will deliver robust and scalable solutions aligned with business objectives. Key Responsibilities: - Architectural Design: Develop and oversee data architectures and application frameworks supporting AI initiatives. Ensure seamless integration of data and applications with existing systems for efficient solutions. - AI S...
Posted 6 days ago
5.0 - 9.0 years
Pune, All india
On-site
As a Senior AI And Automation Developer at EY, you will have the opportunity to lead advanced projects leveraging technologies like Large Language Models (LLMs), IDP, NLP, Azure Functions, Python, Graph and Vector Databases. Your role will involve designing and delivering enterprise-grade AI solutions, mentoring junior team members, and ensuring technical excellence. **Key Responsibilities:** - Lead development and implementation of AI & Automation solutions aligned with business objectives - Architect and deploy Proof of Concepts (POCs) and Points of View (POVs) across industry verticals - Ensure robust integration of AI solutions into enterprise systems and cloud environments (Azure, AWS, ...
Posted 6 days ago
7.0 - 12.0 years
13 - 23 Lacs
Chennai, Bengaluru
Hybrid
Skill Mandatory Proficiency Level (1-5) MLOps Frameworks & Tools (MLflow, Kubeflow, Databricks, SageMaker, Vertex AI, Azure ML) YES 5 CI/CD for ML Pipelines (GitHub Actions, Jenkins, Argo Workflows) YES 4 End to end MLOPs Lifecycle YES 4 Containerization & Orchestration (Docker, Kubernetes, and Helm) YES 4 Infrastructure as Code (IaC) (Terraform, CloudFormation) YES 3 Cloud Platforms & Cost Optimization YES 4 DataOps (Apache Airflow, Dagster, dbt ) YES 4
Posted 6 days ago
2.0 - 6.0 years
Chennai, All india
On-site
Job Description: As a Senior Platform Engineer at NielsenIQ, you will have the opportunity to design and architect scalable, resilient platforms that empower other engineering teams to confidently deploy and run their services. Your role will involve collaborating closely with application development, data science, and site reliability engineering (SRE) teams to deliver effective solutions. You will play a key role in building and maintaining robust platform frameworks that support various engineering needs, including data science and machine learning workflows. Additionally, you will ensure seamless deployment and operation of platforms by building and maintaining CI/CD pipelines, proactive...
Posted 1 week ago
10.0 - 12.0 years
Chennai, Tamil nadu, India
On-site
ROLE SUMMARY Do you want to make a global impact on patient health Do you thrive in a fast-paced environment that integrates scientific, clinical, and commercial domains through engineering, data science, and AI Join Pfizer Digital's Commercial Creation Center and CDI organization (C4) to leverage cutting-edge technology for critical business decisions and enhance customer experiences for colleagues, patients, and physicians. Our team of engineering, data science, and AI professionals is at the forefront of Pfizer's transformation into a digitally driven organization, using data science and AI to change patients lives. As the Director, Principal Engineer, AI and Data Engineering, you will be...
Posted 1 week ago
1.0 - 5.0 years
Hyderabad, All india
On-site
As an AI Developer at S&P Global, you will be responsible for designing, developing, and deploying production-ready AI applications for global financial markets. You will collaborate with experienced technologists to build intelligent platforms using cutting-edge Generative AI and NLP technologies, while accelerating your career in a fast-paced, innovation-driven environment. Key Responsibilities: - Design, develop, and deploy production-ready AI applications using LLMs, RAG architectures, and modern ML frameworks for internal and external clients. - Partner with product managers, QA engineers, and data platform teams to deliver scalable, high-quality AI solutions that directly impact busine...
Posted 2 weeks ago
5.0 - 9.0 years
Pune, All india
On-site
As an AI Platform Engineer at Maersk, you will play a crucial role in bridging the gap between innovation and reality by scaling cutting-edge AI models to a global level. You will be responsible for system architecture, API design, and MLOps, ensuring the deployment, scalability, and enterprise readiness of AI solutions. **Key Responsibilities:** - **Productionize Innovation:** Collaborate with Data Scientists to refactor research code into production-grade Python packages and microservices. - **Architect Scalable Inference:** Build and maintain high-throughput, low-latency AI/ML model serving systems. - **Optimize AI Infrastructure:** Efficiently manage GPU resources, optimize model serving...
Posted 2 weeks ago
0.0 years
Chennai, Tamil nadu, India
On-site
Incident Response and Troubleshooting Monitor system health respond to platform issues and resolve service incidents collaborating with IT and vendor support as needed. Integration and Automation Support deployments and integrations of data pipelines between Databricks AWS and other systems and automate routine platform administration tasks. Security and Compliance Enforce AstraZenecas security protocols and regulatory requirements conduct platform monitoring and support internal and Essential Requirements Bachelors degree in Computer Science Information Systems Engineering or a related field. Proven platform administration experience of cloud based data and analytics infrastructure. Signifi...
Posted 2 weeks ago
5.0 - 8.0 years
3 - 5 Lacs
Calcutta
On-site
At EY, we’re all in to shape your future with confidence. We’ll help you succeed in a globally connected powerhouse of diverse teams and take your career wherever you want it to go. Join EY and help to build a better working world. Title: Senior AI/ML Developer (GenAI/AI Insurance) Educational qualification: BTech/Masters/PhD We are seeking an experienced Senior AI/ML Developer with 5-8 years of professional experience. He needs to be passionate about D&A and technology. With a deep understanding of data processing, data structure, algorithms, and machine learning. AI Architect will develop and implement the company's AI capabilities and solutions. Responsibilities: Design and implement AI/G...
Posted 2 weeks ago
8.0 - 10.0 years
Bengaluru, Karnataka, India
On-site
Our Company Changing the world through digital experiences is what Adobe's all about. We give everyonefrom emerging artists to global brandseverything they need to design and deliver exceptional digital experiences! We're passionate about empowering people to create beautiful and powerful images, videos, and apps, and transform how companies interact with customers across every screen. We're on a mission to hire the very best and are committed to creating exceptional employee experiences where everyone is respected and has access to equal opportunity. We realize that new ideas can come from everywhere in the organization, and we know the next big idea could be yours! Our Company Changing the...
Posted 2 weeks ago
5.0 - 7.0 years
Bengaluru, Karnataka, India
On-site
We help the world run better At SAP, we keep it simple: you bring your best to us, and we'll bring out the best in you. We're builders touching over 20 industries and 80% of global commerce, and we need your unique talents to help shape what's next. The work is challenging but it matters. You'll find a place where you can be yourself, prioritize your wellbeing, and truly belong. What's in it for you Constant learning, skill growth, great benefits, and a team that wants you to grow and succeed. SAP is seeking a Site Reliability Engineer (SRE) with AI/ML operational expertise , basic DevOps skills , and strong proficiency in Red Hat Linux and Shell/Bash scripting . This role focuses on reliabi...
Posted 3 weeks ago
3.0 years
1 - 2 Lacs
Hyderābād
On-site
Join the AI and Data Platforms team at Apple, where we build and manage cloud-based data platforms handling petabytes of data at scale. We are looking for a passionate and independent Software Engineer specializing in reliability engineering for data platforms, with a strong understanding of data and ML systems. If you thrive in a fast-paced environment, love crafting solutions that don't yet exist, and possess excellent communication skills to collaborate across diverse teams, we invite you to contribute to Apple’s high standards in an exciting and dynamic setting. Description As part of our team, you will be responsible for developing and operating our big data platform using open source o...
Posted 4 weeks ago
Exploring mlflow Jobs in India
The mlflow job market in India is rapidly growing as companies across various industries are increasingly adopting machine learning and data science technologies. mlflow, an open-source platform for the machine learning lifecycle, is in high demand in the Indian job market. Job seekers with expertise in mlflow have a plethora of opportunities to explore and build a rewarding career in this field.
Top Hiring Locations in India
- Bangalore
- Mumbai
- Delhi
- Hyderabad
- Pune
These cities are known for their thriving tech industries and have a high demand for mlflow professionals.
Average Salary Range
The average salary range for mlflow professionals in India varies based on experience: - Entry-level: INR 6-8 lakhs per annum - Mid-level: INR 10-15 lakhs per annum - Experienced: INR 18-25 lakhs per annum
Salaries may vary based on factors such as location, company size, and specific job requirements.
Career Path
A typical career path in mlflow may include roles such as: 1. Junior Machine Learning Engineer 2. Machine Learning Engineer 3. Senior Machine Learning Engineer 4. Tech Lead 5. Machine Learning Manager
With experience and expertise, professionals can progress to higher roles and take on more challenging projects in the field of machine learning.
Related Skills
In addition to mlflow, professionals in this field are often expected to have skills in: - Python programming - Data visualization - Statistical modeling - Deep learning frameworks (e.g., TensorFlow, PyTorch) - Cloud computing platforms (e.g., AWS, Azure)
Having a strong foundation in these related skills can further enhance a candidate's profile and career prospects.
Interview Questions
- What is mlflow and how does it help in the machine learning lifecycle? (basic)
- Explain the difference between tracking, projects, and models in mlflow. (medium)
- How do you deploy a machine learning model using mlflow? (medium)
- Can you explain the concept of model registry in mlflow? (advanced)
- What are the benefits of using mlflow in a machine learning project? (basic)
- How do you manage experiments in mlflow? (medium)
- What are some common challenges faced when using mlflow in a production environment? (advanced)
- How can you scale mlflow for large-scale machine learning projects? (advanced)
- Explain the concept of artifact storage in mlflow. (medium)
- How do you compare different machine learning models using mlflow? (medium)
- Describe a project where you successfully used mlflow to streamline the machine learning process. (advanced)
- What are some best practices for versioning machine learning models in mlflow? (advanced)
- How does mlflow support hyperparameter tuning in machine learning models? (medium)
- Can you explain the role of mlflow tracking server in a machine learning project? (medium)
- What are some limitations of mlflow that you have encountered in your projects? (advanced)
- How do you ensure reproducibility in machine learning experiments using mlflow? (medium)
- Describe a situation where you had to troubleshoot an issue with mlflow and how you resolved it. (advanced)
- How do you manage dependencies in a mlflow project? (medium)
- What are some key metrics to track when using mlflow for machine learning experiments? (medium)
- Explain the concept of model serving in the context of mlflow. (advanced)
- How do you handle data drift in machine learning models deployed using mlflow? (advanced)
- What are some security considerations to keep in mind when using mlflow in a production environment? (advanced)
- How do you integrate mlflow with other tools in the machine learning ecosystem? (medium)
- Describe a situation where you had to optimize a machine learning model using mlflow. (advanced)
Closing Remark
As you explore opportunities in the mlflow job market in India, remember to continuously upskill, stay updated with the latest trends in machine learning, and showcase your expertise confidently during interviews. With dedication and perseverance, you can build a successful career in this dynamic and rapidly evolving field. Good luck!
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