ML Engineer

Associate III - Product Engineering

Who we are:

Born digital, UST transforms lives through the power of technology. We walk alongside our clients and partners, embedding innovation and agility into everything they do. We help them create transformative experiences and human-centered solutions for a better world.

UST is a mission-driven group of over 39,000 practical problem solvers and creative thinkers in over 30 countries. Our entrepreneurial teams are empowered to innovate, act nimbly, and create a lasting and sustainable impact for our clients, their customers, and the communities in which we live.

With us, you'll create a boundless impact that transforms your career-and the lives of people across the world.

Visit us at .

You Are:

UST is searching for an ML Engineer who will develop applications, contribute to maintenance and performance optimization by employing design patterns and reusing proven solutions. Account for developmental activities of juniors in the team, with some guidance from Product Engineer I.

The Opportunity:

• Design, prototype, and validate ML/NLP models to solve challenging cutting-edge problems, using state-of-the-art techniques (including LLM) and best practices.
• Understand product requirements and user stories from customer discovery process.
• Ensure requirements coverage of complex features with unit test cases.
• Troubleshooting development and production problems across multiple environments and operating platforms.
• Provides technical guidance to the team to resolve challenging programming and design problems.
• Create effort estimation and ETA for the deliverables assigned, ensure adherence to timelines/SLAs wherever applicable.
• Ensure code coverage and code quality by active participation in code reviews.
• Ensure adherence to the best practices and standards with provision of periodic status updates.
• Execute test cases and prepare release document in line with the requirements.
• Influence and improve customer satisfaction.

This position description identifies the responsibilities and tasks typically associated with the performance of the position. Other relevant essential functions may be required.

What you need:

• Experience with model optimization
• Experience in Data wrangling skills
• Experience in techniques like Weak/Distant Supervision and Pseudo labelling
• Strong EDA, data preparation and labelling skills
• Strong data augmentation skills
• Familiarity with cloud platforms (e.g., AWS, Azure, GCP) and containerization technologies (e.g., Docker, Kubernetes) is a plus.
• BTech or MS.in Computer Science/Statistics/Data Science or related field.
• We are looking for the top talent ideally with 2-5 years industry experience.
• Strong experience in Software Engineering practices including programming in Python.
• Understanding and interest in the full machine learning lifecycle, including deploying trained machine learning models developed using common frameworks such as Scikit-learn, TensorFlow, or PyTorch
• Understanding of the core concepts of probability and statistics and familiarity with common supervised and unsupervised learning techniques
• Production experience in implementing machine learning pipelines and models at scale in Python or similar languages.

Compensation can differ depending on factors including but not limited to the specific office location, role, skill set, education, and level of experience. As required by applicable law, UST provides a reasonable range of compensation for roles that may be hired in various U.S. markets as set forth below.

Role Location: Remote

Compensation Range: $65,000-$97,000

Our full-time, regular associates are eligible for 401K matching, and vacation accrual and are covered from day 1 for paid sick time, healthcare, dental, vision, life, and disability insurance benefits. Depending on the role, some associates may also be eligible for stock options.

What we believe:

We're proud to embrace the same values that have shaped UST since the beginning. Since day one, we've been building enduring relationships and a culture of integrity. And today, it's those same values that are inspiring us to encourage innovation from everyone to champion diversity and inclusion, and to place people at the center of everything we do.

Humility:

We will listen, learn, be empathetic and help selflessly in our interactions with everyone.

Humanity:

Through business, we will better the lives of those less fortunate than ourselves.

Integrity:

We honor our commitments and act with responsibility in all our relationships.

Equal Employment Opportunity Statement

UST is an Equal Opportunity Employer.

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.

UST reserves the right to periodically redefine your roles and responsibilities based on the requirements of the organization and/or your performance.

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