About the role

Aplyr's Quick Take

This role is for a Senior Engineer focused on AI/ML at Edwards Lifesciences in Pune. You'll be designing and developing AI/ML models to solve business problems, collaborating with various teams, and participating in agile processes. It's primarily an individual contributor role with a strong emphasis on technical skills in programming and machine learning.

Good fit

Ideal candidates have at least 4 years of experience in software development, particularly in AI/ML. You should be comfortable working independently and in teams, with a solid background in programming and machine learning frameworks.

Worth noting

The position emphasizes rapid prototyping and collaboration across functions, which may appeal to those who enjoy a dynamic work environment. However, the job spec lacks clarity on specific day-to-day tasks and expectations.

Innovation starts from the heart. At Edwards Lifesciences, we’re dedicated to developing ground-breaking technologies with a genuine impact on patients’ lives. At the core of this commitment is our investment in cutting-edge information technology. This supports our innovation and collaboration on a global scale, enabling our diverse teams to optimize both efficiency and success. As part of our IT team, your expertise and commitment will help facilitate our patient-focused mission by developing and enhancing technological solutions.

This role is responsible for understanding business gaps/opportunities that can be resolved using AI/ML solutions. Design, develop and test quick AI/ML prototypes that addresses identified business gaps.

How will you make an impact:

Provide highly complex design, development and deployment of scalable and efficient AI/ML models both for prototyping purposes as well as for production deployment.
Collaborate with cross-functional teams (data scientists, software engineers, product managers, business leads) to define requirements and ideate solutions using AI/ML frameworks.
Participate in agile development processes, including sprint planning, daily stand-ups and demo prototypes or milestone updates when necessary
Drive research and experimentation to explore new AI/ML techniques, tools, and frameworks.
Build end-to-end data pipelines for collecting, processing, and analyzing large-scale datasets.
Ensure code and model development are well-documented and follow best engineering practices.
Improve and optimize the performance of models, ensuring robustness, scalability, and efficiency.
Other incidental duties

What you'll need (Required):

Bachelor's Degree in Engineering or technical field.
4 years experience in Software Development or Engineering demonstrably solid performance in a role working with cross-functional teams (within IT and/or within the business) on enterprise-level or complex/novel system implementations Required
Proficiency in programming languages such as Python, Java, C++, or similar.
Experience with machine learning libraries and frameworks (e.g., TensorFlow, PyTorch, Scikit-learn, Keras, etc.).
Strong understanding of machine learning algorithms, statistics, and data structures.
Experience with cloud platforms such as AWS or Cloud Infrastructure services for model deployment and data storage.
Familiarity with big data technologies like Hadoop, Spark, or similar tools is a plus.
Solid experience with version control systems (Git) and agile development methodologies.
Experience with deep learning techniques (e.g., CNNs, RNNs, GANs, etc.).
Knowledge of data engineering practices and tools like Apache Kafka, Airflow, etc.

What else we look for (Preferred):

Strong communication skills and the ability to work effectively in cross-functional teams.
Excellent problem solving skills
Strict attention to detail
Ability to manage competing priorities in a fast paced environment
Adhere to all company rules and requirements (e.g., pandemic protocols, Environmental Health & Safety rules) and take adequate control measures in preventing injuries to themselves and others as well as to the protection of environment and prevention of pollution under their span of influence/control

Skills & Tags

Aplyr's read

Edwards Lifesciences excels in innovative medical devices for heart disease, attracting professionals passionate about healthcare technology and patient care.
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