We are seeking an experienced Sr. AI Product Engineer with 4-6 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 AI 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
Requirements
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)
- 4-6 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
Benefits
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.