Sony - Machine Learning Engineer - Data Modeling

Description

Description.

We are looking for an experienced AI/ML Engineer, who can execute projects end to end and take then to production pipeline.

The candidate is expected to lead the AI/ML work across multiple projects, working along with other ML Engineers , ensuring clear understanding and translation of requirements for the team and proposing optimized solutions.

He / She would also need to work on Ad hoc timebound POCs.

Capability building and team upskill would also be expected from him / her.

We would want him / her to share the knowledge with other team members and bring them up to the same level , which includes conducting learning sessions across teams and monitoring the progress of the team members.

Design and develop various machine learning and deep learning models and systems for high impact consumer applications ranging from predictive safety, content personalizations, search, virtual assistant, time series forecasting and more.

Work with a broad spectrum of state-of-the-art machine learning and deep learning technologies, in the areas of various machine learning problems such as multilingual text classification, language modelling and multi-modal learning.

Create metrics and configure A/B testing to evaluate model performance offline and online to inform and convey our impacts to diverse groups of stakeholders.

Analyse and produce insights from a large amount of dynamic structured and unstructured data using modern big data and streaming technologies.

Produce reusable code according to standard methodologies in Python, Scala or Java.

Collaborate with cross-functional teams of technical members and non-technical members in architecture, design, and code reviews.

Strong Python programming skills.

Good To Have Skills

SQL, Data Analysis , Gaming Industry knowledge.

Department

ENT SIE GNT & AI | ML.

Open Positions

Skills Required :

Data Science , Machine Learning , Artificial Intelligence , Statistics , Deep Learning.

Role

Collaborate dedicated team of software engineers to architect, build, deploy and support best-in-class software services that are always available to provide the best gaming experience for our customers.

Build and develop a high energy, committed, motivated engineering team focusing on engineering and operational excellence to deliver awesome business results.

Collaborate across business units and product teams to develop and execute against the team's vision, strategy, and roadmap.

Use technical expertise and industry trends to influence software development standard methodologies.

Handle day-to-day activities of engineering team using Agile/Scrum methodology.

Location : :

• Masters degree in CS/Statistics/Machine Learning , with a specialization in machine learning or equivalent experience.
• 5+ years of experience in Machine Learning domain.
• Experience in developing production-level large-scale ML models and data pipel.
  
  

Desirable Skills : Data Science , Machine Learning , Artificial Intelligence , Statistics , Deep Learning.

Years Of Exp : 5 to 8 years.

Designation : ML Engineer.

(ref:hirist.tech)