Sr. Machine Learning Engineer

Conga; Bengaluru; On-site; INR 2,500,000 - 4,200,000; Full time

Benefits offered by this job

Job summary

Conga in Bengaluru is seeking a Sr. Machine Learning Engineer to design, implement, and optimize ML solutions for production scale. You will handle data processing, feature engineering, and model development, evaluation, and deployment to run efficiently.

The ideal candidate has 5+ years in data science or related fields, strong Python proficiency, and hands-on experience with TensorFlow, PyTorch, and Spark ML on cloud platforms. Collaboration and code reviews are key parts of the role.

Qualifications

• 5+ years of experience; 2+ years in data science, software development, or data engineering.
• Strong AI model development, training, scoring, and deployment.
• Proficiency in Python and ML libraries.
• Experience with cloud platforms and data pipelines.

Responsibilities

• Design, implement, and fine-tune ML solutions for production performance.
• Perform data processing and feature engineering.
• Develop, evaluate, and deploy models for runtime efficiency.
• Collaborate with engineers to deploy modules and upgrade platforms.
• Participate in code reviews and ensure code quality.
• Provide technical support and training to teams.

Tools

Python

TensorFlow

PyTorch

XGBoost

Scikit-learn

Spark ML

Git

MLFlow

Job description

At Conga, we've built a community where our colleagues can thrive. Here you'll find opportunities to innovate and support growth through individual and team development, all within an environment where every voice is heard.

Conga lines up commercial operations so companies run as connected, smarter businesses. By unifying the people and processes that drive commerce, Conga aligns pricing, quoting, contracting, rebates, and communications so teams stay in sync and buyers keep moving forward. The result is trusted decisions, consistent buyer experiences, and profitable growth. More than 10,000 customers worldwide, including over 50% of the Fortune 100® trust Conga when commercial complexity is high and global impact is on the line.

Job Title: Sr. Machine Learning Engineer
Locations: Bangalore
Reports to: Director

As Sr. Machine Learning Engineer, you will Develop and optimize machine learning solutions by designing, implementing, and fine-tuning functionality for performance, scalability, and efficiency in production. The other responsibilities include data processing, feature engineering, developing, evaluating, and tuning models for optimal run-time performance.

Why it's a big deal...

This role is important as itbalances technical implementation with project leadership, leading small to medium-sized initiatives while owning specific components in a Machine Learning solution.

Are you the person we're looking for?

Experience

You must have more than 5 years of experience and atleast 2+ years of experience in data science, software development, or data engineering. You are also good in AI model development, training, scoring, and deployment

Optimization

You are good at ML solutions, especially in Machine Learning and optimizing it by designing (25%), implementing, and fine-tuning functionality for performance, scalability, and efficiency in production.

Collaboration

You are good in collaborate on integration and infrastructure by working with engineers to deploy modules, assist with platform upgrades, and enhance automated testing for reliability (25%)

Documentation

You know how to document and support development through detailed technical documentation to ensure clarity and continuity for future enhancement (25%)

Cross functional support

You provide technical support and training to Sales, Implementation, and Support teams

Participation

You will actively participate in code reviews, ensuring that code quality standards are met and that any issues are addressed promptly (10%)

Here's what will give you an edge...

Proficiency

You are proficient in Python programming, Manage ML Libraries andTensorFlow, PyTorch, XgBoost, Scikit-learn, Spark ML and code/model versioning in Git, MLFlow.

Platforms

You have worked on Cloud computing platforms like Azure,databricks and know well to work on data analytics tool like Spark and Pandas.

Knowledge and understanding

You have good understanding of software testing, benchmarking, and continuous integration with experience in model management, data versioning, maintaining and orchestrating pipelines. You also know distributed computing and have knowledge of advanced machine learning and AI models such as Neural Network models.

Good to have

It is good if youdemonstrate a strong understanding of core AI concepts, terminology, and practical applications. Regularly applies AI tools to improve task execution and decision-making, with growing awareness of ethical implications and responsible use.

Additional certification

Certifications in specialized areas like Natural Language Processing and Recommender systems Azure AI Engineer certification will be an added advantage.

#LI-AR1

Don't meet every requirement for the role?

Studies have shown that women and members of ethnic minorities are less likely to apply to jobs unless they meet every single qualification. At Conga we are dedicated to building a diverse, inclusive, and authentic workplace, so if you're excited about this role but your experience doesn't align perfectly with every qualification in the job description, we encourage you to apply anyway. You just might be the right candidate for this or other roles.

Additional Information

Conga is proud to be an Equal Opportunity Employer and provides equal employment opportunities to all employees and applicants regardless of race, color, religion, gender, gender identity, age, national origin, disability, parental or pregnancy status, marriage and civil partnership, sexual orientation, veteran status, or any other characteristic protected by law. We understand interviewing can be stressful for those with disabilities. If reasonable accommodation is needed to allow you to show us your best self, please let your recruiter know as soon as possible. All your information will be kept confidential according to EEO guidelines. Conga is not open to third party solicitation or resumes for our posted FTE positions. Resumes received from third party agencies that are unsolicited will be considered complimentary.