Job Description
Job Summary
We re seeking a Manager Data Scientist to join our engineering team. The ideal candidate will be engaging with clients to understand their business context and lead a team of data scientists and engineers to embed AI and machine learning into the business decision processes.
This position gives the opportunity for hands-on contribution being a technical SME, customer engagement, and technical team management.
This role is ideal for you if you are passionate to work on complex unstructured business problems that can be solved using data science and machine learning, we would like to talk to you.
Experience: 7 - 10 years
Responsibilities:
- You'll work closely with product teams and mentor them on best practices for modern ML, and keep the wider team informed on the state-of-the-art. In addition, you will be in a strategic position to influence future roadmaps for recommender system products.
- Identify potential opportunities in applying Data Mining methods techniques to solve existing business problems
- Design, develop and deliver AI/machine learning enabled solutions for our industry specific data analytics platform
- Participating in the areas of architecture, design, implementation, and testing
- Demonstrating thought leadership and subject matter expertise in all relevant topics by coming up with papers, publications and Patents
- Coach, mentor, and conduct training programs for the team
- Applying advanced statistical and predictive modelling techniques to build, maintain, and improve on multiple real-time decision systems
Ideal Candidate should have:
- Masters or Ph.D. in computer science, machine learning, information retrieval, recommendation systems, natural language processing, statistics, math, engineering from a reputed institution
- 7+ Years of relevant work experience including 3+ years in leadership with track record of hiring and developing data science professionals
- Exceptional communication skills, both verbal and written, with a strong urge to learn, iterate and innovate
- Experience with agile/scrum methodologies and its benefits of keeping scientists on track and iteratively delivering results.
- Experience with big data: extraction, processing, filtering, and presenting large data quantities (100K to Millions of rows) via AWS technologies, SQL, and data pipelines
- Experience with several ML techniques and frameworks, e.g. Natural Language Processing, Recommender Systems, sampling, linear regression, decision trees, SVMs, deep neural networks, etc.
- Familiarity with one or more Deep learning software frameworks such as Tensorflow, PyTorch. Gensim
- Strong fundamentals of data structures and commonly used algorithms, understanding of correctness and runtime analysis, familiarity with space-time-accuracy tradeoffs;
- Knowledge in Text Mining, Semantic Web, elastic search, Amazon cloud, would be an added advantage
Job Classification
Industry: IT-Software, Software Services
Functional Area: IT Software - Application Programming, Maintenance,
Role Category: Admin/Maintenance/Security/Datawarehousing
Role: Admin/Maintenance/Security/Datawarehousing
Employement Type: Full time
Education
Under Graduation: Any Graduate in Any Specialization
Post Graduation: Post Graduation Not Required
Doctorate: Doctorate Not Required
Contact Details:
Company: softobiz technologies
Location(s): Mohali, Chandigarh
Keyskills:
Computer science
Team management
Machine learning
Mentor
Data structures
Natural language processing
Data mining
SQL
Python
Data extraction