AI/ML Architect
3 weeks ago
About the Role:
We are seeking a highly skilled AI/ML Architect to join our dynamic engineering team at ValGenesis, a leading provider of digital transformation solutions for the life science industry. As a key member of our team, you will be responsible for designing and implementing cutting-edge AI/ML solutions to drive business growth and improve customer satisfaction.
Key Responsibilities:
- Collaborate with data scientists and other AI professionals to identify and pilot use cases for digital transformation.
- Work closely with product functional teams to translate product vision into realistic technical implementation and ensure alignment with existing and future requirements.
- Define the AI architecture and select appropriate technologies from a pool of open-source and commercial offerings.
- Audit AI tools and practices to ensure continuous improvement and implement a feedback mechanism to assess AI services.
- Engage with data product managers, software engineers, and subject matter experts to leverage AI/ML to enhance operational efficiency.
- Stay current with the latest advancements in machine learning and artificial intelligence and shape the application of AI/ML within the life science industry.
- Provide mentorship to a team of AI/ML engineers and foster a collaborative environment conducive to ongoing research and development.
Requirements:
- Preferred experience in the life science domain or a related field.
- 6+ years of proven expertise in AI/ML architecture and pipeline management.
- Strong experience with data management, data science, and analytics.
- Proficiency in one or more AI/ML domains, including NLP, text analytics, deep learning, generative AI, or related areas.
- Demonstrated ability to develop, deploy, evaluate, and monitor machine learning models.
- Strong programming capabilities in Python.
- Familiarity with GenAI tools like Langchain, LlamaIndex, and open-source Vector DBs.
- Excellent written and verbal communication skills, along with strong interpersonal abilities.
- Familiarity with MLOps platforms such as Kubeflow or MLFlow is advantageous.
- Knowledge of ML frameworks such as scikit-learn, TensorFlow, and PyTorch is a plus.
- Experience in software development lifecycle (SDLC) and DevOps practices.
- Advanced degree in Computer Science, Machine Learning, or a related discipline.
About ValGenesis:
We are a leading provider of digital transformation solutions for the life science industry. Our mission is to enhance and expand our portfolio beyond validation with an end-to-end digital transformation platform. We combine our purpose-built systems with world-class consulting services to help every facet of GxP meet evolving regulations and quality expectations.
How We Work:
We believe that in-person interaction and collaboration fosters creativity and a sense of community, and is critical to our future success as a company. Our Chennai and Bangalore offices are onsite, 5 days per week. We are an equal-opportunity employer that makes employment decisions on the basis of merit. Our goal is to have the best-qualified people in every job. All qualified applicants will receive consideration for employment without regard to race, religion, sex, sexual orientation, gender identity, national origin, disability, or any other characteristics protected by local law.
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