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Senior AI Engineer

Senior AI Engineer

Apolis

3 years

0 Lacs

chennai tamil nadu india

Posted:1 day ago| Platform:

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Skills Required

ai design learning data research cutting developer model development ml algorithms training engineering preprocessing optimization analyze metrics strategies tuning architecture prototype experimentation collaboration fastapi flask monitoring versioning governance python analysis aws azure gcp github microservices security mlflow communication

Work Mode

On-site

Job Type

Full Time

Job Description

Job Title: Senior AI EngineerLocation : Chennai , India (Hybrid)

Role Overview:We are seeking a talented and experienced Artificial Intelligence Engineer to design, develop, and train advanced AI and machine learning models. You will be a key member of our data science team, responsible for the research, design, and implementation of cutting-edge models, with a specific focus on private AI and Generative AI solutions. This role is for a hands-on developer who is passionate about building intelligent systems from the ground up.

Key Responsibilities:

Model Research & Development:

Participate in the research, design, and implementation of AI/ML solutions. This includes selecting appropriate algorithms, defining model architectures (e.g., RAG, agents), and exploring new training datasets.·

Data and Feature Engineering:

Clean, prepare, and transform large, complex datasets for model training. Define and implement feature engineering and data preprocessing pipelines to optimize model performance.·

Model Training & Optimization:

Train and fine-tune machine learning and deep learning models. Analyze model errors and performance metrics and design strategies to overcome them through hyperparameter tuning and model architecture improvements.·

Prototype & Experimentation:

Build AI models from scratch and develop proofs-of-concept to demonstrate the potential and limitations of AI for new products.·

Collaboration:

Work closely with product managers and business stakeholders to understand business problems and define the scope of AI solutions. ·

Model Serving:

Develop robust and high-performance APIs (e.g., with FastAPI or Flask) to serve AI models at scale. Implement best practices for LLM serving, including rate limiting and token streaming.

Monitoring & Maintenance:

Required Qualifications:

Experience:

3-5+ years of experience in an AI/ML or data science role, with a proven track record of developing and experimenting with AI models.·

Technical Skills:

o Proficiency in Python and deep learning frameworks such as

PyTorch

TensorFlow

, and

Hugging Face

.o Solid understanding of machine learning algorithms, deep learning, and advanced AI concepts, including RAG architectures and LLMs.o Experience with data manipulation and analysis using libraries like Pandas and tools like SQL.o Familiarity with vector databases (e.g., Pinecone, FAISS) and context engineering.

Docker

o Hands-on experience with cloud platforms (AWS, Azure, or GCP) and their respective services (e.g., AWS Lambda, Azure AI Search).

o Proficiency with CI/CD tools and pipelines (e.g., GitHub Actions).

o Solid understanding of microservices architecture, event-driven architectures, and security best practices for backend systems.

o Familiarity with MLOps concepts and tools like MLflow, as well as AI-specific concepts like RAG and vector stores.

Soft Skills:

o Strong problem-solving and critical thinking skills.o Excellent communication skills with the ability to explain complex technical concepts.

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Senior AI Engineer

Experience & Salary

Skills Required

Work Mode

Job Type

Job Description

Job Title: Senior AI EngineerLocation : Chennai , India (Hybrid)

Key Responsibilities:

Model Research & Development:

Data and Feature Engineering:

Model Training & Optimization:

Prototype & Experimentation:

Collaboration:

Model Serving:

Monitoring & Maintenance:

Required Qualifications:

Experience:

Technical Skills:

PyTorch

TensorFlow

Hugging Face

Docker

Soft Skills:

More Jobs at Apolis