Brief Description of position:
Konverge.AI is a 3-year-old boutique firm that helps clients to develop state-of-the-art AI products and solutions and integrate the same with their existing products/services.
Sr. Software Engineer (Data Science)
Experience: 3-6 years
Location: Pune.
Details:
Looking for a data scientist that will help us discover the information hidden in vast amounts of data. Your primary focus will be in applying data science techniques, doing statistical analysis, text mining and building high-quality prediction systems integrated with our products.
Must-Have Skills: Strong Experience on:
Python, R, Text Analytics, NLP.
Qualification:
Masters Degree : Statistics / Mathematics / CS
Responsibilities
- Analyze data using state-of-the-art methods
- Selecting features, building and optimizing classifiers using machine learning techniques
- Enhancing data collection procedures to include information that is relevant for building systems
- Processing, cleansing, and verifying the integrity of data used for analysis
- Doing ad-hoc analysis and presenting results in a clear manner
- Creating automated anomaly detection systems and constant tracking of its performance
Skills and Qualification:
- Bachelor s Degree OR Post Graduate degree in Computer Science, Statistics, Operations Research, Economics, Mathematics
- 4+ years of experience in machine learning techniques and algorithms
- Excellent understanding of algorithms, such as k-NN, Naive Bayes, SVM, Decision Forests, etc
- 3+ years of experience with common data science toolkits
- Excellent understanding of neural networks, decision systems
- Very good applied statistics skills, such as distributions, statistical testing, regression, etc
- Experience with data visualization tools such as Tableau would be desirable
- Ability to learn and build competencies in new tools and statistical techniques whenever required
- Ability to explain and defend his/her ideas and analysis, while still able to understand the merits of others opinions
- Strong analytical and problem-solving skills
- Excellent verbal & written communication skills
- Highly motivated, organized, proactive self-starter and a team player
Open Positions:
1. Sr. Software Engineer (Data Science - AI/ML/Deep Learning Engineer)
As a Deep Learning Engineer, you will be researching and developing cutting-edge CV algorithms: detection, tracking, activity, sentiment, anomalous behavior, re-identification and more. You will work with software engineers to bring deep learning and video processing pipelines to production.
Requirements:
- Ph.D. in Computer Science or related fields, or MTech/MS +3 years of industry experience
- Strong CV / Deep Learning background
- Excellent programming skills in Python and/or C++
- Experience in DL frameworks: Tensorflow/Keras, pyTorch, TensorRT, darknet
- Expert skills in video encoding and decoding technology. OpenCV and ffmpeg expertise is highly desired
- Deep understanding of data structures, algorithms, concurrent processing, distributed systems and software engineering best practices
- Experienced in Linux and GPU based systems
2. Sr. Software Engineer (Data Science - Computer Vision)
As a software engineer – computer vision, you will be working on implementing deep learning and video processing software for use in deep learning pipelines. You will collaborate with
systems engineers to deploy a high-performance deep learning platform consisting of on-premise and cloud components. You will be collaborating with highly skilled Computer Vision researchers to provide C++ libraries to integrate with cutting edge deep learning models.
Requirements:
- MTech/MS in Computer Science or related field, with 2+ years of experience developing
- C++ modules for computer vision. Strong Python experience is a plus
- Proficient in CUDA, cuDNN, TensorRT. Deep understanding of computer vision and deep learning is required
- Expert skills in video encoding and decoding technology. OpenCV and FFmpeg expertise is highly desired
- Deep understanding of data structures, algorithms, concurrent processing, distributed systems and software engineering best practices
- Experienced in Linux and GPU based systems
3. Sr. Software Engineer (Data Science - Deep Learning)
As a systems engineer, you will be working on designing and implementing a high-performance deep learning platform consisting of on-premise and cloud components. You will be collaborating with highly skilled Computer Vision researchers and help bring cutting edge deep learning algorithms to production. You will automate deployment, configuration and monitoring of the pipeline.
Requirements:
- MTech/MS in Computer Science or related field, with 5+ years of industry experience in designing, implementing and supporting large scale production systems
- Excellent software engineering skills in design, development, testing and maintenance of server-side python modules
- Deep understanding of data structures, algorithms and software engineering best practices
- Experienced in developing highly scalable distributed systems, microservices and REST APIs
- Have a fundamental understanding of machine learning techniques, especially as they relate to vision-oriented problems. Exposure to deep learning frameworks such as Darknet, TensorFlow, Pytorch is a plus
- Familiarity with computer vision, OpenCV, FFmpeg
- Experienced in Linux and GPU based systems
4. Sr. Software Engineer (Data Science & Engineering - Applied Machine Learning)
As a software engineer, applied machine learning, you will be working on implementing a high-performance deep learning platform consisting of on-premise and cloud components. You will be collaborating with highly skilled Computer Vision researchers and help bring cutting edge deep learning algorithms to production.
Requirements:
- MTech/MS in Computer Science or related field, with 2 years of industry experience in developing server-side software components
- Expert level Python programming experience, preferably in AI, Data Science or Big Data areas
- Excellent software engineering skills in design, development, testing and maintenance of server-side python modules
- OpenCV and ffmpeg video experience is highly desired. Numerical computation in Python is a plus
- Experience in developing modules to connect to databases and REST API services
- Deep understanding of data structures, algorithms and software engineering best practices
