Data Analytics

3 months ago

Bengaluru Karnataka, India Mantra Labs Full time

Bengaluru, Karnataka, India- Permanent- Software Engineering & Technology- 2 - 6 years**Job Description**:

- Demonstrable experience in theory and applied areas of Machine Learning/ Deep Learning
- Experience in developing pipelines for both structured and unstructured data
- Working knowledge in applied NLP (Offline LLM utilization is a plus)
- Practice with Deep Learning libraries e.g., Tensorflow, PyTorch
- Seasoned programming skills in Python, Java, R
- Good experience in RESTifying APIs and Dockerization
- Extensive Practice in writing good code using suitable data structures
- Excellent communication skills Broad experience working with Educational/ Finance data sets are encouraged
- Self-motivation and the appetite to build novel solutions or algorithms

Experience Range:
2 - 6 years

Educational Qualifications:

- B.Tech/B.E in Computers,

Job Responsibilities:

- Deliver high-quality AI models across a broad spectrum_ _of_ numeric _and_ text _analytics
- Understand the practical scope of the AI models within the products
- Use modeling techniques which include data acquisition from diverse sources, data exploration, feature engineering, evaluating algorithms /architectures and deploying the models iteratively to improve the final solution.
- Identify valuable data sources and automate collection processes
- Undertake preprocessing of structured and unstructured data
- Build and finetune models
- Might have the experiance with the technological stack would be
- Machine Learning & Deep Learning in either one of Python, Scikit-learn,TensorFlow, PyTorch
- Natural Language Processing (NLP) Hugging Face Transformers ,spaCy ,Gensim
- Database & Data Handling SQL ,Pandas ,Apache Spark
- Visualization & Collaboration Matplotlib/Seaborn ,Jupyter Notebooks ,Git/GitHub/GitLab
- Deployment AWS/GCP/Azure ,Docker ,MLflow

Skills Required:
Python, SQL, Apache Spark, Pytorch, Pandas, AWS, Azure, Git, Docker,

Job Code: KL-WZ3GQVPF

About Us

Mantra Labs is a global experience engineering & and technology consulting firm that builds intelligence-driven solutions and delivers digital-first customer experiences for global enterprises.

With its 275+ skilled and passionate technologists, the company specializes in providing end-to-end solutions for its clients across eight key industries. Mantra solves the most pressing front & back
- office challenges faced by BFSI, Healthcare and Consumer Internet enterprises. Having worked with some of the World’s leading Insurers like SBI General Insurance, Care Health Insurance, Pramerica, Aditya Birla Health and AIA Hong Kong along with unicorn consumer startups like Ola, Myntra, Yulu, BlueStone and Quikr - Mantra Labs has been deeply involved in developing AI-powered technology solutions for business-specific problems.

Why Us?

We are Technology Tinkerers and Experimenters. Building intuitive solutions for our Clients has led to significant milestones over the last 9 years.
You will find us often having animated debates over Node vs Java or RDBMS vs NoSQL Dbs. Geekiness is our thing and we absolutely love it Freedom at work is at the core of what we aspire to do.
Be it project parties, team outings, or free Coffee We like to celebrate our life in the office. Our cricket team trains regularly while TT acts as a quick stress-buster on a hectic day.
Our internal library has books from multiple genres to help Mantriks declutter their minds.
We have a certification policy to help our employees learn while they earn.
Our Knowledge sharing sessions include hackathons, training, trivia, quizzes, and presentations to help our employees upgrade their skills.
We have a trust-based leave policy where all the leaves are allotted in one go. No accrual business.
We take our Annual Trip very seriously - be it a weekend in Sakleshpur or Gokarna - the whole company goes as one.

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