AI/ML Engineer

4 weeks ago

Mumbai, India JPMorgan Chase & Co. Full time

Job description:

We are seeking an experienced Applied AI/ML Engineer/Data Scientist to join our team for Mumbai/Bengaluru location. As an Applied AI/ML Engineer, you will be responsible for developing and implementing AI/ML solutions to solve complex Technology Operations and SRE problems. You will work closely with cross-functional teams to understand requirements, design and develop AI/ML models, and deploy them into production. 

Responsibilities:

- Develop and implement AI/ML models and algorithms to solve business problems.

- Collaborate with cross-functional teams to understand requirements and translate them into technical solutions.

- Train and evaluate AI/ML models using large datasets.

- Apply advanced statistical and ML techniques, including predictive modeling, time series analysis, and optimization algorithms, to extract insights from complex data sets.

- Optimize and fine-tune AI/ML models for performance and accuracy.

- Design and develop data pipelines to preprocess and transform data for AI/ML models.

- Continuous Learning: Stay updated with the latest trends and advancements in data science, machine learning, and related fields, and actively seek opportunities to enhance skills and knowledge.

Requirements:

- Bachelor's or Master's degree in Computer Science, Engineering, or a related field.

- 6-9 years of demonstrated experience in applied AI/ML engineering.

- Strong programming skills in Python, with experience in developing and maintaining production-level code.

- Proficiency in working with large datasets and data preprocessing.

- Solid understanding of AI/ML algorithms and techniques, including deep learning, time series forecasting and natural language processing.

- Experience with cloud platforms, such as AWS for deploying and scaling AI/ML models.

- Experience with ETL tools such as Airflow.

- Strong problem-solving and analytical skills.

- Excellent communication and collaboration skills.

- Knowledge of infrastructure operations

Preferred Qualifications:

- Experience in backend development, including databases (SQL/NoSQL/Graph), programming languages (Python/Java/, web frameworks, APIs, and microservices and possess front-end development skills, including HTML, CSS, and JavaScript 

- Knowledge of SRE practices

- Experience working with AWS EKS, ECS, RDS and DynamoDB.

- Knowledge of large language models (LLMs) and accompanying toolsets the LLM ecosystem (. Langchain, Vector databases, opensource Hugging Face Models)

- Exposure to cloud automation technologies such as Terraform

- Assess and choose suitable LLM tools and models for diverse tasks including but not limited to curating custom datasets and fine-tune LLM with a focus on parameter-efficient, mixture-of-expert, and instruction methods designing and developing advanced LLM prompts, Retrieval-Augmented Generation (RAG) solutions, and Intelligent agents for the LLMs and executing experiments to push the capability limits of LLM models and enhance their dependability.

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