Sr. Data Science Engineer

4 weeks ago

Pune, Maharashtra, India Cognologix Technologies Full time
We have opening for Sr. Data Science Engineer, please find below JD for reference.

You will work on:

We are looking for self driven Data Professional to be a key member of our Data Practice. We help many of our clients make sense of their large investments in data – be it building analytics solutions or machine learning applications or Generative AI based solution. You will work on cutting edge cloud-native technologies to build meaningful insights.

Job Location: Pune/Remote
Experience: 4-7 years

What you will do (Responsibilities):

Perform high-level work both independently and collaboratively as a project member or leader on multiple projects.
Collaborate with Product Management team, elicit AI/ML use case specific requirements, explore and evaluate approaches
Own the end-end process, from recognizing the problem to implementing the solution
Develop NLP, Machine learning, Deep Learning, Gen AI based applications & demos according to pre-sales requirements and needs.
Select appropriate datasets and data representation methods.
Explore new tools, technologies, frameworks in ML, DL, Gen AI technologies and experiments.
Keep abreast of developments in the field.
Mentor, guide junior team members

What you bring (Skills):

Sound knowledge in Linear Algebra, Statistics, Probability & various ML Algorithms (like KNN, SVM, Regression, Decision Trees, K-Means, Naive Bayes, GBM and Decision Forests etc)
Experience in the Python data science ecosystem: Pandas, NumPy, SciPy, scikit-learn, NLTK etc.
Familiarity with deep learning, machine learning and NLP/NLG frameworks (like Keras, TensorFlow or PyTorch etc.), HuggingFace Transformers and libraries (like scikit-learn, spacy, gensim, CoreNLP etc.)
Experience with Natural Language Processing, Natural Language Understanding and Deep Learning algorithms
Familiarity with deep learning architectures used for text analysis, computer vision and signal processing.
Experience in Generative AI /LLM's frameworks & technologies
Experience in Prompt Engineering & Langchain / LlamaIndex, Vector search, RAG frameworks, Agents
Experience in Cloud-based services such as AWS (Primary), Azure or GCP
Understanding of how to operationalize these models to run in an automated context
Strong development experience using Python or R and SQL
Excellent analytical, problem solving and communication skills

Great if you know (Skills):

Experience with Scrum and/or other Agile development processes
Exposure to MlOps – model and experiment versioning, hyper parameter tuning, model deployment and monitoring aspects
Sound understanding of data visualization aspects
Ability to lead R&D and POC efforts . Experience in pre-sales is desirable.
Team player with self-drive to work independently
A track record of delivery within a number of large-scale projects, demonstrating ownership of architecture solutions and managing change
Experience in manipulating and analyzing complex, high-volume, high-dimensionality data from varying sources

Advantage Cognologix:

A higher degree of autonomy, startup culture & small teams
Opportunities to become an expert in emerging technologies
Remote working options for the right maturity level
Competitive salary & family benefits
Performance based career advancement

About Cognologix:

Cognologix helps companies disrupt by reimagining their business models and innovate like a Startup. We are at the forefront of digital disruption and take a business-first approach to help meet our client's strategic goals.

We are a Data focused organization helping our clients to deliver their next generation of products in the most efficient, modern, and cloud-native way.

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