266 Algorithm Development jobs in Bengaluru

Who We Are

Applied Materials is the global leader in materials engineering solutions used to produce virtually every new chip and advanced display in the world. We design, build and service cutting-edge equipment that helps our customers manufacture display and semiconductor chips – the brains of devices we use every day. As the foundation of the global electronics industry, Applied enables the exciting technologies that literally connect our world – like AI and IoT. If you want to work beyond the cutting-edge, continuously pushing the boundaries of science and engineering to make possible the next generations of technology, join us to Make Possible® a Better Future. 

What We Offer

Location:

At Applied, we prioritize the well-being of you and your family and encourage you to bring your best self to work. Your happiness, health, and resiliency are at the core of our benefits and wellness programs. Our robust total rewards package makes it easier to take care of your whole self and your whole family. We’re committed to providing programs and support that encourage personal and professional growth and care for you at work, at home, or wherever you may go. Learn more about our . 

You’ll also benefit from a supportive work culture that encourages you to learn, develop and grow your career as you take on challenges and drive innovative solutions for our customers. We empower our team to push the boundaries of what is possible—while learning every day in a supportive leading global company. Visit our Careers website to learn more about careers at Applied.

Job Expectations

The candidate will be responsible for leading a team of data scientists who provide analytics services for Applied Materials’ installed base. The deliverables include developing new service capabilities, piloting them, and commercializing them in partnership with Engineering and Service Product Managers. The team will work with field engineers and product engineering teams to understand the requirements, bring forward creative ideas, develop proofs-of-concept, architect, design, develop, and modify algorithms into production code, provide production support, and train end-users. The skill sets in the team include descriptive statistical analysis, predictive statistical analysis using AI/ML, data visualization and analytics process automation, data cleansing, complex image processing, and text processing. Candidate should be willing to learn and adopt semiconductor industry as their career domain.

Key Responsibilities

Responsible for managing completion of assignments, projects and programs to support Applied’s service business. Scope of algorithm development includes research, design, code development, implementation, and proliferation. Execute projects as needed to support the business. Review and monitor progress to milestones on development programs. Develop roadmaps for algorithmic development programs. Oversee algorithmic concept and feasibility for algorithmic modules, including problem statement definition, data gathering, literature review, concept selection, risks, and implementation constraints. Oversee documentation of algorithmic development and deployment, including integration into required systems, user testing, and user training. Oversee software and hardware implementation. Interact with internal and external customers to define gaps, identify opportunities, define program scope and deliverables, and proliferate solutions to the user base. Present to management for project reviews, interact with project stakeholders, run regular cadence meetings and work in alignment with team and organization goals. Responsible for technical development of team, objective setting, and performance management. Develop growth plan for the team, including identification of new areas of impact.

Requirements

Preferred programming and data science skills include: Python, C++, Unix, Image Processing, Deep Learning, AI/ML, NLP, GenAI, Text Mining, Database Design and Management, Web Scraping, GPU Optimization. Proficient in business processes and software such as Microsoft Word/ Excel/ Powerpoint/ Teams, Atlassian JIRA and Confluence. Highly organized and detail-oriented. Ability to build and maintain positive and productive inter-departmental working relationships. Ability to work in a cross-functional organization and multitask on multiple projects. Drive team members to deliver programs on time and on budget. Excellent oral and written communication, organizational, analytical, and interpersonal skills. Interest in building a career in the semiconductor industry.

Functional Knowledge

Demonstrates comprehensive understanding of concepts and principles within own job family and knowledge of other related job families.

Business Expertise

Applies in-depth understanding of how own discipline integrates within the segment/function.

Leadership

Manages multiple related teams, sets organizational priorities and allocates resources.

Problem Solving

Identifies and resolves complex technical, operational and organizational problems.

Impact

Impacts the business results of a team or area by supporting and funding of projects, products, services and/or technologies and developing policies and plans.

Guided by business unit, department or sub-functional business plans.

Interpersonal Skills

Influences others internally and externally, including senior management.

Position requires understanding of Applied Materials’ global Standards of Business Conduct and compliance with these standards at all times. This includes demonstrating the highest level of ethical conduct reflecting Applied Materials' core values.

Education

Bachelor’s, Master’s, or Ph.D. Degree in Computer Science, Mathematics, or Engineering with a concentration in data science or AI/ML.

Experience: > 15 years of experience

Computer Science/ Mathematics/ Engineering background with >15 years of experience in performing statistical analysis, designing and developing Image Processing/ Computer Vision Algorithms, handling and analyzing large volumes of data. Semiconductor background is an added advantage. Prior team leadership experience is required.

Additional Information

Time Type:

Employee Type:

Travel:

Relocation Eligible:

Company Overview

GOVIAFLY CARGO AND LOGISTICS PRIVATE LIMITED is a prominent player in the transportation, logistics, supply chain, and storage industry. Headquartered in Bangalore, we are dedicated to delivering exceptional logistical solutions. With a dynamic team size of 11-50 employees, we specialize in offering comprehensive cargo and logistics services, ensuring efficiency and reliability in each facet of our business. Visit our website at viaflylogistics.com to learn more about our services.

Job Overview

We are seeking a highly motivated Data Science fresher to join GOVIAFLY CARGO AND LOGISTICS PRIVATE LIMITED based in Bangalore Urban. This is a full-time position ideal for candidates with 0 to 1 year of work experience. The successful candidate will play a crucial role in analyzing and interpreting complex data sets to help drive strategic decision-making within the company. Must possess a strong ability in data visualization as an essential skill.

Qualifications and Skills

• Proficiency in data cleaning techniques to ensure data quality and accuracy for reliable insights.
• Strong knowledge of statistical analysis methods to interpret data effectively and draw meaningful conclusions.
• Basic understanding of machine learning principles and algorithms to aid in data-driven decision making.
• Experience with payroll processing, reflecting an understanding of financial data management.
• Data visualization skills to communicate data insights effectively. (Mandatory skill)
• Ability to work independently and collaboratively within a team to achieve common objectives.
• Strong problem-solving skills to address complex data challenges and provide actionable recommendations.
• Excellent communication skills, both written and verbal, to present data findings clearly.

Roles and Responsibilities

• Analyze large datasets to discover trends and patterns that support business objectives.
• Collaborate with team members to understand data requirements and design analytical solutions.
• Develop and implement data models to optimize business processes and improve operational efficiency.
• Create intuitive data visualizations and dashboards to present insights to stakeholders.
• Conduct statistical analysis to evaluate the impact of business strategies and initiatives.
• Support the companys data-driven culture by promoting and educating team members on data importance.
• Assist in the automation of data processing tasks to enhance efficiency and reduce manual intervention.
• Stay updated on industry trends and advancements in data science to apply best practices.

Sigmoid enables business transformation using data and analytics, leveraging real-time insights to

make accurate and fast business decisions, by building modern data architectures using cloud and

open source. Some of the world’s largest data producers engage with Sigmoid to solve complex

business problems. Sigmoid brings deep expertise in data engineering, predictive analytics, artificial

intelligence, and DataOps. Sigmoid has been recognized as one of the fastest growing technology

companies in North America, 2021, by Financial Times, Inc. 5000, and Deloitte Technology Fast 500.

Offices: New York | Dallas | San Francisco | Lima | Bengaluru

This role is for our Bengaluru office.

Why Join Sigmoid?

• Sigmoid provides the opportunity to push the boundaries of what is possible by seamlessly

combining technical expertise and creativity to tackle intrinsically complex business

problems and convert them into straight-forward data solutions.

• Despite being continuously challenged, you are not alone. You will be part of a fast-paced

diverse environment as a member of a high-performing team that works together to

energize and inspire each other by challenging the status quo

• Vibrant inclusive culture of mutual respect and fun through both work and play

Roles and Responsibilities:

• Convert broad vision and concepts into a structured data science roadmap, and guide a

team to successfully execute on it.

• Handling end-to-end client AI & analytics programs in a fluid environment. Your role will be a

combination of hands-on contribution, technical team management, and client interaction.

• Proven ability to discover solutions hidden in large datasets and to drive business results

with their data-based insights

• Contribute to internal product development initiatives related to data science.

• Drive excellent project management required to deliver complex projects, including

effort/time estimation.

• Be proactive, with full ownership of the engagement. Build scalable client engagement level

processes for faster turnaround & higher accuracy

• Define Technology/ Strategy and Roadmap for client accounts, and guides implementation

of that strategy within projects

• Manage the team-members, to ensure that the project plan is being adhered to over the

course of the project

• Build a trusted advisor relationship with the IT management at clients and internal accounts

leadership.

Mandated Skills:

• A B-Tech/M-Tech/MBA from a top tier Institute preferably in a quantitative subject

• 14+ years of hands-on experience in applied Machine Learning, AI and analytics

• Experience of scientific programming in scripting languages like Python, R, SQL, NoSQL,

Spark with ML tools & Cloud Technology (AWS, Azure, GCP)

• Experience in Python libraries such as numpy, pandas, scikit-learn, tensor-flow, scrapy, BERT

etc.

• Strong grasp of depth and breadth of machine learning, deep learning, data mining, and

statistical concepts and experience in developing models and solutions in these areas

• Expertise with client engagement, understanding complex problem statements, and offering

solutions in the domains of Supply Chain, Manufacturing, CPG, Marketing etc.

Desired Skills:

● Deep understanding of ML algorithms for common use cases in both structured and

unstructured data ecosystems.

● Comfortable with large scale data processing and distributed computing

● Providing required inputs to sales, and pre-sales activities

● A self-starter who can work well with minimal guidance

● Excellent written and verbal communication skills

About the Company

Infosys Finacle , a product of EdgeVerve Systems (a subsidiary of Infosys), is a globally recognized leader in digital banking solutions. It empowers financial institutions across over 100 countries to drive comprehensive digital transformation, regardless of their current stage in modernization.

Data Scientist AI / RPA

About the Role

Hands on experience in applying statistical methods, ML algorithms to large data sets for deriving insights/predictions using python/R packages.

Responsibilities

• Looking for an expert on using data science related packages like sk learn and data manipulation packages like pandas, dask.
• Experience in modeling techniques like classifications, regression time series analysis, deep learning, text mining and NLP.
• Experience in analyzing the problem statements and coming up with different solutions by creating POC.
• Must have experience in collecting relevant data as per the problem statement and cleansing the data.
• Basic knowledge of writing sql queries.
• Must have knowledge on big data concepts like Hadoop and hive.
• One should have experience ML programming and analytical skills.

Qualifications

B.Tech, M.Tech, MCA, BE

Education details

Required Skills

Hands on experience in applying statistical methods, ML algorithms to large data sets for deriving insights/predictions using python/R packages.

Preferred Skills

Experience in modeling techniques like classifications, regression time series analysis, deep learning, text mining and NLP.

Pay range and compensation package

Pay range or salary or compensation

Equal Opportunity Statement

Include a statement on commitment to diversity and inclusivity.

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