SymphonyAI - Senior Data Scientist - AI/ML

SymphonyAI Industrial, Inc.; Bengaluru; On-site; INR 1,800,000 - 3,000,000; Full time

Job summary

SymphonyAI Industrial, Inc. is seeking a Data Scientist to ideate and build AI/ML solutions for complex industrial problems. You will work with multivariate time series data, images, and unstructured data to advance predictive maintenance and operational optimization.

You will collaborate across teams to prototype and deploy production-quality Python solutions, leveraging frameworks like Scikit-learn, TensorFlow, and Keras in a cloud-enabled environment.

Qualifications

• Bachelor's or master's in a quantitative field and engineering.
• 5+ years of utilizing Machine Learning in an industrial or related organization.
• Solid understanding of statistics and machine learning algorithms.
• Experience with first principles modeling, dynamic optimization, signal & image processing, NLP is highly preferable.

Responsibilities

• Collaborate with engineers, data scientists, domain experts, and product managers to identify insights.
• Interact with customers and domain experts to understand business problems.
• Be a champion for Symphony Industrial AI products in customer interactions.
• Support sales meetings and events as a technical expert.
• Carry out exploratory analysis of industrial data.
• Build and deploy predictive AI, generative AI and agentic AI solutions for industrial use cases.

Skills

Python

ML/AI modeling

Time series

Statistical analysis

NLP

Production-grade code

Scikit-learn

TensorFlow/Keras

Git/Linux

Education

Bachelor's or Master's in a quantitative field

Tools

Scikit-learn

TensorFlow

Keras

Pandas

Job description

Introduction

About SymphonyAI.

SymphonyAI is at the forefront of innovation, leveraging cutting-edge artificial intelligence and machine learning technologies to transform industries and drive business growth.

As a global leader in AI-powered solutions, we empower organizations to harness the full potential of data-driven insights.

SymphonyAI enterprise applications rapidly deliver transformative business value across retail, CPG, financial services, manufacturing, media, Enterprise IT (Symphony AI Summit), and the public sector.

SymphonyAI combines unrivaled AI technology, vertical expertise, and industry-specific data and insights into applications that drive the highest value for customers.

We are one of the largest and fastest-growing AI portfolios, and we are on a mission to build a "World Class Engineering Team" with a high-performance culture.

SymphonyAI Industrial is an Intelligence Inside the Manufacturing Ecosystem.

An innovator in industrial insights, accelerating autonomous plant operations by connecting people, assets, and processes to make your operations smarter with predictive and generative AI.

Catering to multiple industries like Oil & Gas, Energy, Semiconductor, Chemical, Pharmaceuticals, Utilities, Mining & Metals.

Job Description

About the role:

As a Data Scientist at Symphony Industrial AI, you will be ideating and creating solutions for some of the most complex industrial problems utilizing our cutting-edge AI/ML platform. By developing and blending some of the best-in-class AI/ML methods for multivariate time series data, images, semi and unstructured data including text, with core asset maintenance and process control systems, you will build new groundbreaking solutions that will fundamentally alter predictive maintenance and operational optimization. Your technical and inquisitive aptitude will lead you to interesting and challenging problems, and your creativity and initiative will help you find solutions in the face of confounding information and complex physics. You will collaborate with cross-functional teams to perform exploration and experimentation to build prototypes and best practices for our applications. This position will bring novel insights to and significant change in how our customers approach complex predictive maintenance & operational optimization problems using advanced AI/ML methods blended with core asset maintenance and process controls practices.

Key Responsibilities

• Interact and collaborate with engineers, data scientists, domain experts, and product managers to identify and discover insights from customers to continually develop our products.
• Directly interact with customers & domain experts across industries to understand and help solve their business problems.
• Become a master advocate and leader of Symphony Industrial AI's products.
• Serve as a technical and subject matter expert for sales meetings and events.
• Carry out exploratory analysis of industrial data.
• Build and deploy predictive AI, generative AI and agentic AI solutions for industrial use cases.

About You

• Bachelor's or master's in a quantitative field and engineering.
• 5+ years of utilizing Machine Learning in an industrial or related organization.
• Solid understanding of statistics and machine learning algorithms.
• Experience and expertise in first principles modeling, dynamic optimization, signal & image processing, NLP is highly preferable.
• Ability to translate analytic ideas into code using production-quality Python code.
• Deliver and deploy custom-developed solutions.
• Expertise with Python-based data science toolkits like Scikit-learn, TensorFlow, Keras, Pandas.
• Familiarity with agile development methodology, git version control, Linux OS, and use of API services will be an added advantage.
• Experience with solutions running off historians (OSI PI, IP21, etc.) and SCADA DCS systems (ABB, GE, Siemens, etc.) and familiarity with connection protocols such as OPC UA/DA, ODBC, etc., will be an added advantage.
• Experience with deploying solutions on cloud infrastructure (Azure, AWS, Google) will be an added advantage.
• Extremely good, proven problem-solving skills.
• Ability to travel as needed.

Diversity & Inclusion Statement

We are committed to building a diverse and inclusive team and encourage candidates from all backgrounds to apply.