Total 2 industry experience
3 year experience in applying machine learning techniques to real business problems
Key Responsibilities:
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Managing large machine learning applications and designing and implementing new frameworks to build scalable and efficient data processing workflows and machine learning pipelines
Build the tightly integrated pipeline that optimizes and compiles models and then orchestrates their execution
Collaborate with CPU GPU and Neural Engine hardware backends to push inference performance and efficiency
Work closely with feature teams to facilitate and debug the integration of increasingly sophisticated models including large language models
Automate data processing and extraction
Engage with sales team to find opportunities understand requirements and translate those requirements into technical solutions
Develop reusable ML models and assets into production
Technical Requirements:
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Excellent Python programming and debugging skills
Refer to Pytho JD given below
Proficiency with SQL relational databases non relational databases
Passion for API design and software architecture
Strong communication skills and the ability to naturally explain difficult technical topics to everyone from data scientists to engineers to business partners
Experience with modern neural network architectures and deep learning libraries Keras TensorFlow PyTorch
Experience unsupervised ML algorithms
Experience in Timeseries models and Anomaly detection problems
Experience with modern large language model Chat GPT BERT and applications
Expertise with performance optimization
Experience or knowledge in public cloud AWS services S3 Lambda
Familiarity with distributed databases such as Snowflake Oracle
Experience with containerization and orchestration technologies such as Docker and Kubernetes
Additional Responsibilities:
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Ability to develop value creating strategies and models that enable clients to innovate drive growth and increase their business profitability
Good knowledge on software configuration management systems
Awareness of latest technologies and Industry trends
Logical thinking and problem solving skills along with an ability to collaborate
Understanding of the financial processes for various types of projects and the various pricing models available
Ability to assess the current processes identify improvement areas and suggest the technology solutions
One or two industry domain knowledge
Client Interfacing skills
Project and Team management
Preferred Skills:
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Technology->Machine Learning->Python,Technology->Big Data - Data Processing->Spark
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