Senior AI Product Engineer

5 days ago

Pune Maharashtra India United States Of America Cognologix Full time US$ 1,20,000 - US$ 2,40,000 per year


Sr. AI Product Engineer
We are seeking an experienced Sr. AI Product Engineer with 6+ years of experience to design and implement advanced AI/ML solutions. The role focuses on developing AI applications and developing cloud-native solutions.   You will work on:  We are looking for a self-driven Professional to be a key member of our Data & AI Practice. We help many of our clients in building advanced analytics solutions (from traditional ML to deep learning, Computer Vision, Gen AI & Automation). You will work on some of the cutting-edge AI technologies to build meaningful products & solutions.
Job Location: Pune
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 Computer Vision, NLP, Deep Learning, multi-modal Gen AI based applications & demos according to the requirements and needs.
  • Select appropriate datasets and data representation methods.
  • Explore new tools, technologies, frameworks in ML, DL, CV, Gen AI technologies and experiments.
  • Keep abreast of developments in the field.
  • Mentor, guide junior team members
What you bring (Skills):
  • 6+ years of end-to-end project lifecycle experience (Analysis, Design, Development, Testing, Deployment & Monitoring) in building enterprise grade AI applications
  • Sound knowledge in Linear Algebra, Statistics, Probability
  • Strong Knowledge & Experience in Python and Python data science ecosystem: Pandas, NumPy, SciPy, scikit-learn, NLTK etc.
  • Experience with deep learning, machine learning and NLP/NLG frameworks (like Keras, TensorFlow or PyTorch etc.), HuggingFace Transformers and libraries (like scikit-learn, spacy, CoreNLP etc.)
  • Proficiency in designing, training, and deploying deep learning models for computer vision tasks.
  • Experience with image processing, filtering, object detection frameworks (e.g., YOLO, Faster R-CNN, Mask R-CNN), image segmentation techniques (semantic, instance, panoptic), and image classification.
  • Experience or Strong understanding of vision transformer models & architecture, application in Computer Vision problems
  • Sound Knowledge of Generative AI /LLM's models, frameworks, tools & technologies. 
  • Experience in Prompt Engineering & Langchain / LlamaIndex, Vector search, RAG frameworks, Function Calling, Agentic Frameworks, Document Processing
  • Experience in Cloud-based services such as AWS (Preferred), Azure or GCP
  • Strong Experience in Productionizing / Operationalize the AI models to run in an automated context
  • Strong development experience using Python and SQL (including DB Design & Complex query optimizations).
  • Experience with async programming and RESTful APIs (FastAPI)
  • Sound understanding of CI-CD, Containerization & Orchestration
  • Excellent analytical, problem solving and communication skills

Great if you know (Skills):
  • Experience with Scrum and/or other Agile development processes
  • Exposure to MlOps, LLMOps – 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.
  • 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.

Minimum Experience:
5-7 Years
 
Top Skill:
Data, AI, Python, Generative AI/LLM's frameworks, ML Algorithms, GenAI Technologies, Computer Vision

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