About the role

Aplyr's Quick Take

This role is for a Lead Analyst focusing on developing and deploying AI models, particularly in machine learning and deep learning. You'll be working hands-on with algorithms, predictive models, and transforming these models into APIs for integration. It's primarily an individual contributor role with a strong technical emphasis.

Good fit

Ideal candidates have at least 5 years of experience in machine learning, particularly in production environments. A background in programming (Python, SQL) and familiarity with cloud platforms and big data technologies is essential; self-starters who enjoy technical challenges will thrive.

Worth noting

The role emphasizes advanced knowledge in Large Language Models and requires experience with specific tools like langchain. The focus on building models from scratch and training others suggests a potential leadership aspect, despite being an IC position.

Job Description:

AI Engineer

Key Responsibilities

Model Development & Deployment

Extensive Experience in building Information retrieval systems and relevance engineering

Developing algorithms and building predictive models from the ground up, using machine learning and deep learning frameworks

Build AI models from scratch and help product managers and other stakeholders with analysis and implementation

Transform machine learning models into APIs that can be integrated with other applications Training for AI engineers

At least 5 years of experience putting Machine Learning models into production AI Engineer Job Description Template

Required Technical Skills

Programming Languages

Python, SQL

Machine Learning & AI Technologies

Advanced knowledge in Machine Learning models and Large Language Models (LLM), using langchain or a similar tool

Experience in implementing LLMs using vector bases and Retrieval-Augmented Generation (RAG), as well as tuning models, building Knowledge Graphs

Cloud Platforms & Tools

Azure, AWS, or Google Cloud and AI Stack

Data Technologies

Big data technologies: Apache Spark, Hadoop, and MongoDB

Mathematical Foundation

Probability, statistics, and linear algebra

Experience Requirements

At least 5 years of experience putting Machine Learning models into production, 4 years of relevant experience.

Location:

DGS India - Pune - Kharadi EON Free Zone

Brand:

Merkle

Time Type:

Full time

Contract Type:

Permanent

Aplyr's read

Dentsu is a powerhouse in advertising, known for its data-driven strategies and digital transformation. It's ideal for those passionate about innovative marketing solutions.
Synthesized from recent postings & public sources

What's promising

•Dentsu emphasizes digital transformation, positioning itself at the forefront of modern advertising.
•The company offers diverse roles, providing opportunities for career growth across various marketing disciplines.
•Dentsu's focus on data-driven strategies attracts clients seeking measurable marketing outcomes.

What to watch

•The advertising industry is highly competitive, posing challenges for maintaining market share.
•Rapid technological changes require constant adaptation, which can be demanding for employees.
•Limited public information about employee satisfaction and work-life balance at Dentsu.

Why Dentsu

•Dentsu integrates traditional and digital marketing, offering comprehensive solutions.
•Its global presence allows for cross-cultural marketing strategies and insights.
•Dentsu's commitment to innovation is reflected in roles like AI Motion Designer.

Aplyr’s read is generated by AI from public sources. Was it useful?

About Dentsu

Dentsu

dentsu.com

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Dentsu USA is a leading marketing and advertising agency that provides integrated solutions to clients across various sectors, focusing on digital transformation and data-driven strategies.