Sr Developer

About Sonata Software

In today's market, we observe a distinct duality in technology adoption. On one front, clients are keenly focused on cost containment, while on the other, there is a strong drive to modernize their digital storefronts, aiming to appeal to both consumers and B2B customers alike.

As a leading Modernization Engineering company, we aim to deliver modernization-driven hypergrowth for our clients based on the deep differentiation we have created in Modernization Engineering, powered by our Lightening suite and 16-step Platformation™ playbook. In addition, we bring agility and systems thinking to accelerate time to market for our clients.

Headquartered in Bengaluru, India, Sonata Software has a strong global presence, with strategic operations spanning across key regions such as the US, UK, Europe, APAC, and ANZ. We are a trusted partner of world-leading companies in TMT (Telecom, Media, and Technology), Retail & CPG, Manufacturing, BFSI (Banking, Financial Services and Insurance), and HLS (Healthcare and Lifesciences). Our bouquet of Modernization Engineering services cuts across Cloud, Data, Dynamics, Contact Centers, and around newer technologies like Generative AI, MS Fabric, and other modernization platforms.

To know more, visit: www.sonata-software.com

·       Role  -MLOPS Engineer

·       Notice period - Immediate to 15 days

·       Experience – 5+ years

·       Location - Bangalore/Hyderabad/ Chennai

·       Shifts(If any) – 2 PM – 11:30 PM

·       Working model – Hybrid

·       Qualification – Graduates and above

Machine Learning

Key Responsibilities:

·       Analyzing data patterns and trends through statistical methods to understand the underlying relationships within the data

·       Deep understanding of statistical modeling, machine learning algorithms, analytics concepts, and a track record of solving problems 

·       5 years of experience with developing ML models

·       Prior experience in ML modeling using TensorFlow, Pytorch

·       Model Development: Develop and deploy machine learning algorithms & models using Python and relevant libraries/frameworks

·       Data Preprocessing, Address missing data, outliers, and anomalies using Databricks’ robust data processing tools

·       Feature Engineering Development

·       Training Validation, Model Experimentation and Model Selection

·       Hyper parameter tuning

·       Presenting complex data insights through compelling visualizations like charts, graphs, and dashboards to effectively communicate findings to stakeholders

·       Interpreting data insights and translating them into actionable business recommendations

Minimum Requirements:

Education:

Bachelor’s degree in Computer Science, Statistics, Mathematics, or related field.

Experience:

Minimum of 3 years of experience in data science - centric roles with a strong focus on analytics, data science, and machine learning. Experience as Data Scientist in Freight / Logistics Industry is must.

Technical Skills:

·       Proficiency in Python, SQL, or PySpark with strong programming skills

·       Strong understanding of machine learning algorithms, model evaluation, and optimization techniques

·       Proven track record of developing and deploying models in Production

Analytical Skills:

Robust analytical and problem-solving skills with a solid foundation in statistical methods.

Expertise in translating business issues into data-driven solutions using Databricks.

Data Science Developer

Machine Learning, Data Brick, Python