(15h Left) Sr. Data Science Engineer

1 month ago

Pune, 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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