Machine Learning Engineer - I

ConfidentialBengaluru / Bangalore

30+ days ago

Job description

Job Summary :

As a Machine learning engineer who will develop self-running AI software to automate predictive models for recommended searches for our AI Engine. Who will design machine learning systems, apply algorithms to generate accurate predictions, and resolve data set problems.

What you'll do

Partner with data scientist working on discovery, prototypes and pilot. Focus on experiment tracking.

Partner with data scientist & ML engineers to design, develop, and deploy deep & machine learning applications using complex high dimensional features that run efficiently in cloud.

Design, build, and maintain the core machine learning capabilities, services and platforms.

Design and implement end-to-end machine learning pipelines accounting for the variability in data sources and collection policies, data analysis and feature extraction methodologies, modelling frameworks and serving infrastructure.

Help drive optimization, testing, and tooling to improve quality (unit tests).

Implement integrated monitoring of model performance for reliability and maintenance.

Monitor model performance, working with data scientists assessing models performance, bias & fairness.

Work with a wide range of systems, processes and technologies to own and solve problems.

Continuously improve ML processes, tools and standards.

Work Experience

What you've done

3+ Experience deploying production-grade AI applications.

Strong technical knowledge of python, data structure, flask or fastapi.

Strong technical knowledge of classical ML approaches as well as novel deep learning methods.

Proficiency with deep learning frameworks such as TensorFlow / Keras or PyTorch (Basic Understanding is must) as well as packages for machine learning such as scikit-learn and pandas.

3+ years' experience in ETL and / or data wrangling techniques.

Fluent with Azure cloud services, AWS

Fluent in git (version control), Docker, Jenkins.

Fluent with design and management of APIs.

Experience with K8s is a plus.

Experience with distributed systems is a plus.

Experience with Mlflow, Seldon is a plus

Experience with ELK, Mongodb is a plus.

Experience with MLOPS, ML security is a plus.

Experience in Information Retrieval, Recommender Systems is a plus

Constant need to learn ('infinite curiosity') and overcome the barriers of technology.

Genuine team spirit and a deep passion for our mission.

Strong communications and organizational skills with the ability to deal with ambiguity while juggling multiple priorities

Experience with Agile methodology for teamwork and analytics 'product' creation. Fluent in Jira, Confluence.

Education : Bachelor's degree in computer science, Engineering, or a related field, or equivalent work experience.

Benefits

We want you to be your best self and to pursue your passions!

Health and wellness benefits / programs to support holistic employee health

Growing organization with career pathing and development opportunities

Tons of perks and extras in every location for all Phenoms!

Skills Required

Python, Aws, Ml, Jenkins, Docker

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Machine Learning Engineer • Bengaluru / Bangalore

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