Data Science Engineer

ConfidentialHyderabad / Secunderabad, Telangana, Pune, Bengaluru / Bangalore

30+ days ago

Job description

5+ year experience in applying machine learning techniques to real business problems.

Key Qualifications :

Excellent Python programming and debugging skills. (Refer to Pytho JD given below)
Proficiency with SQL, relational databases, & non-relational databases
Passion for API design and software architecture.
Strong communication skills and the ability to naturally explain difficult technical topics to everyone from data scientists to engineers to business partners
Experience with modern neural-network architectures and deep learning libraries (Keras, TensorFlow, PyTorch).
Experience unsupervised ML algorithms.
Experience in Timeseries models and Anomaly detection problems.
Experience with modern large language model (Chat GPT / BERT) and applications.
Expertise with performance optimization.
Experience or knowledge in public cloud AWS services - S3, Lambda.
Familiarity with distributed databases, such as Snowflake, Oracle.
Experience with containerization and orchestration technologies, such as Docker and Kubernetes.

Role Description :

Managing large machine learning applications and designing and implementing new frameworks to build scalable and efficient data processing workflows and machine learning pipelines.

Build the tightly integrated pipeline that optimizes and compiles models and then orchestrates their execution.

Collaborate with CPU, GPU, and Neural Engine hardware backends to push inference performance and efficiency

Work closely with feature teams to facilitate and debug the integration of increasingly sophisticated models, including large language models

Automate data processing and extraction

Engage with sales team to find opportunities, understand requirements, and translate those requirements into technical solutions.

Develop reusable ML models and assets into production.

2+ years Python / Data Science skillset

5 years of experience with building data pipelines, data processing and reporting using Python

Python libraries numpy, Pandas, matplotlib, seaborn, Scikitlearn Data Science Data Manipulation, Wrangling, time series forecasting etc prior experience in any data science project building data pipelines, data processing and reporting

Experience of using Agile based development methodologies

Good understanding software development and Enterprise architecture patterns

Hands-on experience with open source big data technologies

Data processing experience with Streaming, data wrangling, crawling using Python libraries

Expertise and understanding of common methods in data transformation

Ability to understand API Specs, determine relevant API calls,

ETL i.e. Extract->

Transform->

Load data and implement SQL friendly data structures

Experience on using GIT , resolving conflicts, working with branches

Understanding and exposure to file formats such as Apache AVRO, Parquet

Skills Required

Cpu, Sql, Aws

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Data Science Engineer • Hyderabad / Secunderabad, Telangana, Pune, Bengaluru / Bangalore

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