11+ SOFA Statistics Jobs in Pune | SOFA Statistics Job openings in Pune
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Machine Learning (ML)
PythonAdvanced degree in computer science, math, statistics or a related discipline ( Must have master degree )
Extensive data modeling and data architecture skills
Programming experience in Python, R
Background in machine learning frameworks such as TensorFlow or Keras
Knowledge of Hadoop or another distributed computing systems
Experience working in an Agile environment
Advanced math skills (Linear algebra
Discrete math
Differential equations (ODEs and numerical)
Theory of statistics 1
Numerical analysis 1 (numerical linear algebra) and 2 (quadrature)
Abstract algebra
Number theory
Real analysis
Complex analysis
Intermediate analysis (point set topology)) ( important )
Strong written and verbal communications
Hands on experience on NLP and NLG
Experience in advanced statistical techniques and concepts. ( GLM/regression, Random forest, boosting, trees, text mining ) and experience with application.
Job Title : Medical Device Engineer
Location : Bangalore / Pune
Experience : 5+ Years total, with at least 3 years in Medical Device Development, Sustenance, or DHF Remediation
Notice Period : Immediate to 1 week
Interview Process : L1-selected candidates will undergo a customer interview
Mandatory Skills : Medical Device Development/Sustenance/DHF Remediation, ISO 13485, IEC 60601, ISO 14971, FDA & EU MDR compliance, DHF documentation, Design FMEA, CTS/CTQ, QMS, PLM, Verification & Validation, Impact Assessment.
Key Skills & Knowledge :
- Strong understanding of ISO 13485, IEC 60601, and ISO 14971 standards
- Experience with FDA and EU MDR regulatory requirements
Responsibilities :
- Conduct gap assessments and create/update DHF documents, including user and product requirements, design FMEA, CTS/CTQ, and standards compliance reports
- Analyze and implement design changes, assess impact, and update documentation accordingly
- Identify gaps in verification and validation, ensuring clear traceability between requirements and verification documents
- Assess compliance with applicable standards and regulations
- Define CTS/CTQ parameters and actively participate in design reviews
- Follow QMS guidelines and manage changes through PLM.
C#
.NETESSENTIAL EXPERIENCE
1. 3.5 to 12-14 years of experience as a Software Developer.
2. Experience in .Net technologies - C#, ASP.net is must.
3. Experience in developing REST based PAPIs.
4. Experience in building web user interface.
5. Good to have experience in developing single page apps using modern JS framework.
6. Skills in cross browser development.
7. Understanding of Agile methodology.
8. Excellent trouble shooting and communication skills.
9. Knowledge of Azure will be an added advantage.
JOB DESCRIPTION
- Developing and implementing web-based applications using .Net technology and MS-SQL.
- Developing front end with highly responsive user interface concept using React concept.
- Identifying web-based user interaction.
- Participate in requirement analysis.
- Collaborate with internal teams and positive mindset to help and seek help.
- Documentation of application development changes and updates.
PythonMachine Learning (ML)
Amazon Web Services (AWS)Relevant Experience:
• 3-5 years
Required Skills
• In-depth experience with Python and OO concepts
• Experience with using NumPy, Pandas, or similar AI/ML libraries
• Deep understanding of multi-process architecture and threading limitations of Python
• Expert knowledge of Python and related frameworks including Django and Flask.
• Experience in Machine Learning and Artificial Intelligence
• Good understanding of relational data modeling concepts and comfortable with SQL
• databases.
• Good understanding of AWS / Azure cloud
• Nice to have
• Experience / Exposure in Chat BOT or Voice BOT
• Experience in Lambda Function OR Azure Functions
• Exposure to Financial Domain
Additional Skillsets Desired:
• Ability to work with clients and key stakeholders to ensure requirements are met
• Strong problem-solving and debugging skills
• Passion to work in a start-up environment and readiness to dabble with challenging
• Ability to work in both a solo and team environment
• Proven ability to communicate technical information coherently, both verbally and into internal team and external customers, maintaining a customer focused
Data ScienceMachine Learning (ML)As an Associate Manager - Senior Data scientist you will solve some of the most impactful business problems for our clients using a variety of AI and ML technologies. You will collaborate with business partners and domain experts to design and develop innovative solutions on the data to achieve
predefined outcomes.
• Engage with clients to understand current and future business goals and translate business
problems into analytical frameworks
• Develop custom models based on an in-depth understanding of underlying data, data structures,
and business problems to ensure deliverables meet client needs
• Create repeatable, interpretable and scalable models
• Effectively communicate the analytics approach and insights to a larger business audience
• Collaborate with team members, peers and leadership at Tredence and client companies
Qualification:
1. Bachelor's or Master's degree in a quantitative field (CS, machine learning, mathematics,
statistics) or equivalent experience.
2. 5+ years of experience in data science, building hands-on ML models
3. Experience leading the end-to-end design, development, and deployment of predictive
modeling solutions.
4. Excellent programming skills in Python. Strong working knowledge of Python’s numerical, data
analysis, or AI frameworks such as NumPy, Pandas, Scikit-learn, Jupyter, etc.
5. Advanced SQL skills with SQL Server and Spark experience.
6. Knowledge of predictive/prescriptive analytics including Machine Learning algorithms
(Supervised and Unsupervised) and deep learning algorithms and Artificial Neural Networks
7. Experience with Natural Language Processing (NLTK) and text analytics for information
extraction, parsing and topic modeling.
8. Excellent verbal and written communication. Strong troubleshooting and problem-solving skills.
Thrive in a fast-paced, innovative environment
9. Experience with data visualization tools — PowerBI, Tableau, R Shiny, etc. preferred
10. Experience with cloud platforms such as Azure, AWS is preferred but not required
JavaOverview of the Role:
• GREAT ENGINEERS WHO COULD WORK WELL IN A COLLABORATIVE ENVIRONMENT
• METICULOUS ATTENTION TO DETAIL,
• EXCITED TO LEARN NEW TOOLS, TECHNOLOGIES
• GET THEIR HANDS DIRTY TO SOLVE THE PROBLEMS.
Roles & Responsibility
1. LEARNING NEW PROGRAMMING LANGUAGES AND TOOLS QUICKLY CONTRIBUTING TO PRODUCT DEVELOPMENT
2. OWNERSHIP FROM START TO FINISH OF THE TASKS ACTIVE PARTICIPATION IN ALL AGILE CEREMONIES TO DELIVER QUALITY PRODUCTS FROM THE BEGINNING.VERIFY TEST SCRIPT AGAINST BUSINESS REQUIREMENTS USING FUNCTIONAL SPECIFICATION AND TECHNICAL DOCUMENTS PROVIDED BY THE DESIGN TEAM UNDERSTAND AND INTERPRET FUNCTIONAL REQUIREMENTS AS
NEEDED TO DEVELOP TEST CASES ACTIVELY WORK TO IDENTIFY, COMMUNICATE, MITIGATE AND RESOLVE TESTING ISSUES AND RISKS. MANAGE TEST SCRIPTS, TEST CASES, TEST RESULTS USING STANDARD TESTING TOOLING SUCH AS JIRA, REPORT PORTAL
3. SHOULD BE RESPONSIBLE FOR MAINTAINING HEALTH OF AUTOMATED TEST SUITE
Required Skills
1. EXPERIENCE IN THE RANGE OF 0-1.5 YRS
2. HANDS-ON PROGRAMMING EXPERIENCE IN PREFERABLY JAVA
3. ANY OTHER LANGUAGE IS CONSIDERED FOR A STRONG CANDIDATE
4. GOOD UNDERSTANDING OF DATA STRUCTURE, LOGIC, PROGRAMMING CONCEPTS.
5. GOOD IN COMMUNICATION (VERBAL AND WRITTEN)
6. READY TO LEARN AND ADAPT NEW TOOLS, TECHNOLOGIES QUICKLY TO ACCOMMODATE BUSINESS REQUIREMENTS.
Nice to Have
1. REST API,SELENIUM WEBDRIVER, VERSION CONTROL TOOL, KNOWLEDGE ABOUT SOFTWARE TESTING CONCEPTS
2. EXPOSURE ON SELENIUM WEBDRIVER / REST API / VERSION CONTROL TOOL
3. KNOWLEDGE ABOUT SOFTWARE TESTING CONCEPT
PHP
HTML/CSS
JavascriptJob Description :
Our goal is to hire an individual Mid/Senior web developer, who is capable of working independently and accepting guidance from senior leads. Responsibilities are centered around helping the maintenance and ongoing development of our existing platform.
We are looking for a motivated, intelligent individual with a passion for information technology, who can hit the ground running within our existing systems.
Specific responsibilities include:
Develop and improve website functionalities to facilitate online experience through custom programming and installing third-party API solutions.
Work closely with internal teams to ensure the development of sites and applications meet business needs and standards.
Maintain the current websites for smooth functionalities.
Qualifications:
3 years+ experience in website development using HTML, CSS, Javascript, JSON and Ajax.
2 years+ experience with MySQL and PHP
Familiarity with responsive design.
Bachelor’s degree in Computer Science or equivalent degree.
Be able to learn new programming/scripting languages.
Version control (Git etc.)
You need to be self-motivated, reliable, organized, details and results-oriented. We value work ethic and integrity.
PHPJavascript- Profound knowledge about state-of-the-art technologies and standards (PHP, MySQL, JavaScript, HTML5 and CSS, AJAX, JQuery, XML, and Linux)
Experience with web services and Various frameworks (CakePHP, Symfony, ZEND, Laravel, etc) -
Capability to create an extension or module.
- Must be able to work on own initiative as well as part of a team
- Experience in a structured development environment
- Strong knowledge of Core PHP Skills & object-oriented programming (OOP) Has knowledge of any one of Git, BitBucket, SVN, etc. code management repositories.
- Immediate joiner prefer.
- Total Exp - 2+ to 4 years
- Notice period - not more than 30 days
Responsibilities and Duties -
You will be taking ownership of a big project already in production. This project already has 25L registered users.
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