Data Scientist- Deep Learning & Model Building
- Axtria
- 4 - 9 years
- Noida, Gurugram
- 17 days ago
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Job Description
Axtria: -Axtria is a global provider of award-winning cloud software and data analytics to the life sciences industry. Axtria enables life sciences organizations to transform the product commercialization journey and deliver much-improved healthcare outcomes for patients worldwide. We are acutely aware that our work impacts millions of people and are incredibly passionate about the improvement we can bring to patients lives.
Our focus is on delivering solutions that help pharmaceutical, medical device, and diagnostics companies complete the journey from data to insights to action and get superior returns from their investments. As a participant of the United Nations Global Compact, Axtria is committed to aligning strategies and operations with universal principles on human rights, labor, environment, and anti-corruption and taking actions that advance societal goals.
Our people are our core strength, and they make us proud of our work; this has helped us grow exponentially and make tremendous strides toward developing great products. It is for the grit, thinking of an entrepreneur, and a family-like environment where each member is valued and treasured that we are growing rapidly.
For more information, visit www.axtria.com.
Job Title: - Associate Manager/Project Leader Model Building
Requisition ID:
Job Location: -Gurgaon/Bangalore/Pune/Hyderabad
Job Summary: -
Data Scientist with good hands-on experience of 3+ years in developing state of the art and scalable Machine Learning models and their operationalization, leveraging off-the-shelf workbench production.
Job Responsibilities: -
1. Hands on experience in Python data-science and math packages such as NumPy, Pandas, Sklearn, Seaborn, PyCaret, Matplotlib
2. Proficiency in Python and common Machine Learning frameworks (TensorFlow, NLTK, Stanford NLP, PyTorch, Ling Pipe, Caffe, Keras, SparkML and OpenAI etc.)
3. Experience of working in large teams and using collaboration tools like GIT, Jira and Confluence
4. Good understanding of any of the cloud platform AWS, Azure or GCP
5. Understanding of Commercial Pharma landscape and Patient Data / Analytics would be a huge plus
6. Should have an attitude of willingness to learn, accepting the challenging environment and confidence in delivering the results within timelines. Should be inclined towards self motivation and self-driven to find solutions for problems.
7. Should be able to mentor and guide mid to large sized teams under him/her
Job Requirements: -
1. Strong experience on Spark with Scala/Python/Java
2. Strong proficiency in building/training/evaluating state of the art machine learning models and its deployment
3. Proficiency in Statistical and Probabilistic methods such as SVM, Decision-Trees, Bagging and Boosting Techniques, Clustering
4. Proficiency in Core NLP techniques like Text Classification, Named Entity Recognition (NER), Topic Modeling, Sentiment Analysis, etc. Understanding of Generative AI / Large Language Models / Transformers would be a plus
Qualification: -
- B-Tech or BE in Computer Science / Computer Applications from Tier 1-2 college with 3+ years of proven experience in the field of Advanced Analytics or Machine Learning
OR
- Masters degree in Machine Learning / Statistics / Econometrics, or related discipline from Tier 1-2 college with 3+ years of experience
Must have Skills: -
- Real-world experience in implementing machine learning/statistical/econometric models/advanced algorithms
- Breadth of machine learning domain knowledge
- Experience in application of machine learning algorithms (classification, regression, deep learning, NLP, etc.)
- Experience with a ML/data-centric programming language (such as Python, Scala, or R) and ML libraries (pandas, numpy, scikit-learn, etc.)
- Experience with Apache Hadoop / Spark (or equivalent cloud-computing/map-reduce framework)
Skills that give you an edge: -
- Strong analytical skills to solve and model complex business requirements are a plus. With life sciences or pharma background.
We will provide (Employee Value Proposition)
- Offer an inclusive environment that encourages diverse perspectives and ideas
- Deliver challenging and unique opportunities to contribute to the success of a transforming organization
- Opportunity to work on technical challenges that may impact across geographies
- Vast opportunities for self-development: online Axtria Institute, knowledge sharing opportunities globally, learning opportunities through external certifications
- Sponsored Tech Talks & Hackathons
- Possibility to relocate to any Axtria office for short and long-term projects
- Benefit package:
-Health benefits
-Retirement benefits
-Paid time off
-Flexible Benefits
-Hybrid /FT Office/Remote
Axtria is an equal-opportunity employer that values diversity and inclusiveness in the workplace.
Who we are
Axtria 14 years journey
Axtria, Great Place to Work
Life at Axtria
Axtria Diversity
Job Classification
Industry: Software ProductFunctional Area / Department: Data Science & AnalyticsRole Category: Data Science & Machine LearningRole: Data ScientistEmployement Type: Full timeContact Details:
Company: AxtriaLocation(s): Noida, Gurugram
Keyskills: Natural Language Processing Model Building Deep Learning
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