Machine Learning Engineer (AI/ML)

Roles & Responsibilities:

This is an individual contributor position. Expectations will be on the below lines:

• Collaborate with cross-functional teams to determine key interfaces for your projects and build them with agility. 
• Successfully implement complex ML based solutions using Natural Language Processing (NLP), Generative AI, Retrieval Augmented Generation (RAG) and Transformer architectures to optimize Adobe's products and services. 
• Develop, evaluate, and deploy scalable ML models into production. 
• Monitor and evaluate the performance of ML models, making necessary adjustments to compete at the highest level. 
• Consistently follow industry standard methodologies in software engineering, ensuring code of high quality and flawless performance. 
• Drive innovation through research and experimentation, encouraging an environment where new ideas can thrive. 
• Bring innovative ideas based on the latest technological breakthroughs to build solutions and solve problems. 
• Apply data analysis and mining using frameworks such as Hadoop and Spark to build insights for product roadmap. 
• Build reliable and scalable data processing pipelines using best of the data engineering practices.
• Do analysis and present key findings, insights and concepts to key influencers and leaders. 

Required Skills & Expertise:

• A master's degree or equivalent experience in Machine Learning.  
• Total 10 years: 5+ years of industry experience in ML, with a proven record of designing, implementing, and delivering high-quality AI and ML software solutions AND 5+ years of industry experience in software engineering and data engineering. 
• Strong knowledge of Python, Python based ML and Data Science frameworks with fluency in at least one machine learning framework such as PyTorch, TensorFlow or and Scikit-learn.  
• Strong programming skills in languages such as Python and Java  
• Knowledge and practice of ML Ops. 
• Experience working with both research and product teams.  
• Excellent problem-solving skills, with a proven track record of delivering innovative solutions.  
• Ability to thrive in a collaborative, inclusive, and diverse workplace, embracing different perspectives and ideas.  
• Strong curiosity about staying ahead of the curve by familiarizing yourself with the latest and the best in the technological landscape and turning them into effective solutions for our customers. 
• Ability to build consensus & drive decisions in ambiguous scenarios
• Excellent work ethics and highly motivated
• Excellent oral and written communication skills (interpersonal and client-facing)
• Ability to manage systems development scope and changes in the context of the business environment.
• Minimum of a Bachelor's degree or equivalent in Computer Science, Information Technology, Engineering, or related field.