Z
ZS Associates2h ago
Foundit

AI Engineer

Bengaluru / Bangalore, India
Full Time
Mid Level

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Full Job Description

At ZS, we are driven by a passion for transforming lives. As a management consulting and technology firm dedicated to improving lives and well-being, we translate innovative ideas into tangible impact by synergizing data, science, technology, and human ingenuity to achieve superior outcomes for all. You will collaborate with a distinguished group of thinkers and experts to shape life-changing solutions for patients, caregivers, and consumers worldwide. Our ZS professionals deliver impact through a steadfast client-first mentality in every engagement. We foster collaborative partnerships with our clients to develop bespoke solutions and technology products that generate value and drive business results across critical areas. Bring your intellectual curiosity, bold ideas, courage, and passion to create life-changing impact at ZS.

What You'll Do:

  • Develop, refine, and utilize ML engineering platforms and components.
  • Scale machine learning algorithms for massive datasets and stringent service level agreements (SLAs).
  • Construct and orchestrate model pipelines, encompassing feature engineering, inferencing, and continuous model training.
  • Implement MLOps practices, including model KPI measurement, tracking, model drift monitoring, and feedback loops.
  • Collaborate with client-facing teams to grasp high-level business context and contribute to technical requirement gathering.
  • Implement fundamental features in alignment with technical specifications.
  • Write production-ready, easily testable code that is understandable by other developers and accounts for edge cases and errors.
  • Ensure the highest quality of deliverables by adhering to architectural/design guidelines, coding best practices, and participating in periodic design/code reviews.
  • Write unit tests and higher-level tests to handle expected edge cases and errors gracefully, alongside successful scenarios.
  • Utilize tools such as bug tracking, code review, and version control for work organization and delivery.
  • Participate actively in scrum calls and agile ceremonies, communicating work progress, issues, and dependencies effectively.
  • Consistently contribute to the research and evaluation of the latest architecture patterns and technologies through rapid learning, conducting proof-of-concepts, and developing prototype solutions.

What You'll Bring

  • A Master's or Bachelor's degree in Computer Science or a related field from a top-tier university.
  • 1-3 years of hands-on experience in ML development.
  • A solid understanding of core machine learning fundamentals.
  • Strong programming proficiency in Python, PySpark/Scala.
  • Expertise in developing high-performance and scalable ML models.
  • Experience implementing feature engineering, inferencing pipelines, and real-time model predictions.
  • Experience with MLOps for measuring and tracking model performance, including familiarity with MLFlow.
  • Experience with distributed computing frameworks like Spark or others.
  • Experience with ML platforms such as SageMaker, Kubeflow.
  • Familiarity with pipeline orchestration tools like Airflow.
  • Experience deploying models to cloud services including AWS, Azure, GCP, or Azure ML.
  • Expertise in SQL and relational databases.
  • Knowledge of fundamental Computer Science concepts, including common data structures and algorithms.
  • Ability to collaborate effectively with diverse teams comprising different backgrounds, expertise, and functions.
  • Fluency in English.
  • A client-first mentality.
  • An intense work ethic.
  • A collaborative spirit and problem-solving approach.

How you'll grow:

  • Develop cross-functional skills and follow customized learning pathways.
  • Engage in milestone training programs aligned with career progression opportunities.
  • Leverage internal mobility paths that foster growth through s-curves, individual contributions, and role expansions.

Perks & Benefits:

At ZS, your growth is paramount. We offer a comprehensive total rewards package supporting your health and well-being, financial future, time away, and professional development. With robust skill-building programs, multiple career progression paths, internal mobility, and a deeply collaborative culture, you will have opportunities to engage in meaningful work, expand your capabilities, and thrive as part of a global community. Specific details on total rewards for this region are available.

Hybrid Working Model:

We are dedicated to providing our employees with a flexible and connected work environment. This hybrid model combines remote work with on-site presence at clients' or ZS offices for the majority of the week. The collaborative ZS culture and spirit of innovation flourish through both planned and spontaneous face-to-face interactions.

Travel:

Travel is an integral part of ZS for client-facing roles, prioritizing project and client business needs. While some projects may be local, all client-facing ZS professionals should be prepared to travel as required. Travel offers opportunities to strengthen client relationships, gain diverse experiences, and enhance professional growth by working in varied environments and cultures.

Considering Applying:

At ZS, we value and respect the visible and invisible elements of our identities, personal experiences, and belief systems – those that define us as individuals, shape who we are, and make us unique. We believe your personal interests, identities, and your drive to learn are crucial to your success with us. We are committed to building a team that reflects a wide array of backgrounds, perspectives, and experiences. Learn more about our inclusion and belonging initiatives and the networks ZS supports to help our ZSers build community spaces and access the resources they need to thrive.

If you are eager to grow, contribute, and bring your authentic self to our work, we encourage you to apply.

ZS is an equal opportunity employer committed to providing equal employment and advancement opportunities irrespective of any class protected by applicable law.

To complete your application, candidates must possess or be able to obtain work authorization for their intended country of employment. An online application, including a complete set of transcripts (official or unofficial), is required for consideration.

NO AGENCY CALLS, PLEASE.

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ZS Associates

ZS Associates is a global management consulting and professional services firm headquartered in Evanston, Illinois. Specializing in consulting, software, and technology, ZS serves clients across the h...

Bengaluru / Bangalore, India
Posted on Foundit