VI
Senior/Lead Machine Learning Agentic
VARITE INDIA PRIVATE LIMITED
- 🇮🇳 India
- On-site
- Staff / Principal
- 10 months ago
- Python
- Object Oriented Programming
- AI
- Machine Learning
- OOP
- TensorFlow
- PyTorch
- scikit-learn
- MLOps
- CI/CD
- Java
- C++
- SQL
- NoSQL
- Hadoop
10 months ago
About The Client:
A global information technology, consulting, and business process services company, headquartered in India, provides a broad spectrum of services, including IT consulting, application development, business process outsourcing, and digital solutions. Serving clients across diverse industries and in over 167 countries, the company offers technology-driven solutions to enhance efficiency and innovation. With a global presence, it has emerged as a key player in the IT services and consulting space, contributing to the digital transformation of businesses worldwide.
About The Job:
- We are seeking a highly skilled and versatile Machine Learning Engineer who embodies the rare combination of a strong software engineer and ML exposure with experience in designing, developing, and maintaining robust, scalable, and efficient software applications using Python , with a strong emphasis on Object-Oriented Programming principles to manage hyperparameters, encapsulate evaluation metrics, and create controlled interfaces for model wrappers.
- You will be instrumental in designing, developing, deploying, and maintaining our core AI-powered products and features.
- This demands a blend of analytical rigor, coding prowess, architectural foresight, and a deep understanding of the entire machine learning lifecycle, from data exploration and model development to deployment, monitoring, and continuous improvement.
- Coding: Write clean, efficient, and well-documented Python code adhering to OOP principles (encapsulation, inheritance, polymorphism, abstraction). Experience with Python and related libraries (e.g., TensorFlow, PyTorch, Scikit-Learn). They are responsible for the entire ML pipeline, from data ingestion and preprocessing to model training, evaluation, and deployment
- End-to-End ML Application Development: Design, development, and deployment of machine learning models and intelligent systems into production environments, ensuring they are robust, scalable, and performant.
- Software Design & Architecture: Apply strong software engineering principles to design and build clean, modular, testable, and maintainable ML pipelines, APIs, and services. Contribute significantly to the architectural decisions for our ML platform and applications.
- Data Engineering for ML: Design and implement data pipelines for feature engineering, data transformation, and data versioning to support ML model training and inference.
- MLOps & Productionization: Establish and implement best practices for MLOps, including CI/CD for ML, automated testing, model versioning, monitoring (performance, drift, bias), and alerting systems for production ML models.
- Performance & Scalability: Identify and resolve performance bottlenecks in ML systems. Ensure the scalability and reliability of deployed models under varying load conditions.
- Documentation: Create clear and comprehensive documentation for ML models, pipelines, and services
Required Skills & Experience
- Education: Master’s degree in computer science, Machine Learning, Data Science, Electrical Engineering, or a related quantitative field.
- Experience: 5+ years of professional experience in Machine Learning Engineering, Software Engineering with a strong ML focus, or a similar role.
- Must have Programming Skills: Expert-level proficiency in Python, including experience with writing production-grade, clean, efficient, and well-documented code. Experience with other languages (e.g., Java, Go, C++) is a plus.
- Strong Software Engineering Fundamentals: Deep understanding of software design patterns, data structures, algorithms, object-oriented programming, and distributed systems.
- Good to have Machine Learning Expertise:
- Solid theoretical and practical understanding of various machine learning algorithms
- Proficiency with ML frameworks such as PyTorch, Scikit-learn.
- Experience with feature engineering, model evaluation metrics, and hyperparameter tuning
- Data Handling: Experience with SQL and NoSQL databases, data warehousing concepts, and processing large datasets.
- Problem-Solving: Excellent analytical and problem-solving skills, with a pragmatic approach to delivering solutions.
- Communication: Strong verbal and written communication skills, with the ability to explain complex technical concepts to both technical and non-technical audiences.
- Experience with big data technologies (e.g., Spark, Hadoop, Kafka).
- Contributions to open-source projects or a strong portfolio of personal projects
Unlock Rewards: Refer Candidates and Earn.
If you're not available or interested in this opportunity, please pass this along to anyone in your network who might be a good fit and interested in our open positions. VARITE offers a Candidate Referral program, where you'll receive a one-time referral bonus based on the following scale if the referred candidate completes a three-month assignment with VARITE.
Experience Level Bonus Referral:
| 0-2 years | INR 5,000 |
| 2-6 years | INR 7,500 |
| 6+ years | INR 10,000 |
About VARITE: VARITE is a global staffing and IT consulting company providing technical consulting and team augmentation services to Fortune 500 Companies in USA, UK, CANADA and INDIA. VARITE is currently a primary and direct vendor to the leading corporations in the verticals of Networking, Cloud Infrastructure, Hardware and Software, Digital Marketing and Media Solutions, Clinical Diagnostics, Utilities, Gaming and Entertainment, and Financial Services.
Equal Opportunity Employer:
VARITE is an equal opportunity employer. We celebrate diversity and are committed to creating an inclusive environment for all employees. We do not discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity or expression, national origin, age, marital status, veteran status, or disability status.
Senior/Lead Machine Learning Agentic · VARITE INDIA PRIVATE LIMITED