Role & responsibilities Proficiency in financial modelling, including detailed 3 statement forecasting, multiple scenario analysis, capital structure modelling, LBO and merger modellingKnowledge on business valuation concepts including DCF, trading comps, and precedent transactionsAnalyzing company reporting documents in order to create pitch books, company profiles, information memorandums, sector reports, financial benchmarking, trading and transaction compsAdept in reading and understanding financial reports, IPO prospectus, 10-Qs, 10-Ks, etc. Knowledge of databases such as Bloomberg, CapIQ, Reuters, FactSet, and MergermarketGood communication skills for regular client communication Preferred candidate profile 2-7 years of experience in PE/IBExceptional analytical, numerical and deal support skills (particularly extensive financial modelling and IB skills)ideally CFA qualifiedAbility to work/manage multiple projects and meet demanding deadlinesMBA, CA, CFA or an equivalent degree Perks and benefits

Role & responsibilities Lead and manage both buy-side and sell-side transaction advisory engagements, delivering comprehensive financial and business due diligence services to middle-market companies and private equity investors.Develop a deep understanding of the target company, including its business model, competitive positioning, core strengths, weaknesses, opportunities, and potential challenges.Perform in-depth analysis of historical and current financial data, identifying trends, patterns, and anomalies that may impact the transaction or valuation.Assess key business drivers and provide actionable insights to clients through high-quality deliverables and advisory support, ensuring alignment with their strategic objectives.Oversee and conduct rigorous financial due diligence, including analyzing proof of cash, scrutinizing revenue streams and expense structures, and evaluating the sustainability of historical earnings and the integrity of net assets.Identify potential deal issues and risks, evaluate their implications for valuation, and provide strategic advice on mitigating or addressing these challenges.Prepare and manage comprehensive deliverables such as due diligence reports, detailed presentations, and data books, ensuring clarity, accuracy, and client-specific customization.Facilitate discussions with clients and stakeholders, effectively communicating findings, recommendations, and solutions to drive informed decision-making and successful deal execution.Collaborate with cross-functional teams to ensure a holistic approach to transaction advisory services, integrating insights from tax, legal, and operational perspectives.Stay informed about industry trends and market developments to provide contextually relevant advice and maintain a competitive edge in transaction advisory services.Preferred candidate profile MBA in finance, CFA, CA 2 to 7 years of practical experience in Transaction Advisory Services (TAS), with a focus on financial due diligence, QoE analysis, and transaction-related financial reporting adjustments. Ability to work effectively both as part of a team and independently. Creative problem-solving, critical thinking, and research skills. Proficient with Microsoft Office (Word, Excel, PowerPoint, Outlook) A keen eye for detail and an ability to sift through large data sets to extract meaningful information. Excellent verbal and written communication skills in English. Ability to work effectively in a fast-paced, dynamic corporate environment. Proven experience in acting as a senior point of contact for clients. Detail-oriented with a high level of accuracy in work. Strong leadership, interpersonal, communication, and presentation skills.Perks and benefits

We are looking at Investment Banking professionals with 1 to 3 years of experience who can join our team at Pune/Gurgaon/Bangalore/Hyderabad location ROLES & RESPONSIBILITIES Conduct a preliminary search based on the initial scoping of the research mandateAnalyzing screening results from databases, such as Capital IQ, Source Scrub, Pitchbook, UDU etc.Performing secondary research extensively through the web and available platforms for target identificationRegularly liaising with clients to discuss findings and set research methodologiesCommunicate effectively with peers and clients to aid in quick turnaround of deliverablesBe responsible for quality checks and the timeline of each project REQUIRED SKILLSETAt least 1 year of experience in investment bankingExcellent written and verbal communication skills in EnglishAbility to manage multiple research requirements as per protocolsCollaborate with the team and come up with creative solutions for research bottlenecksWorking knowledge of databases such as Pitchbook, Capital IQSelf-motivated, curious, quick thinking, adaptable, and demonstration of fast learning curve PREFFERED SKILLSETExcellent written and verbal communication skills in English Self-driven and dynamicAbility to think out-of-box and come up with innovative ideasResults orientedProblem-solving skills QUALIFICATIONGraduate In Finance/CommerceMBA Finance / CFA level 1+ ***If you think you will meet our requirements, then we look forward to meeting you***

We are seeking a highly skilled, self-starter Data Engineer to help us create the next-gen ESG product for global financial markets. We are a team of problem-solvers based in Zurich, Switzerland and Pune, India. We are a purpose-built team with complementary skillsets that can provide accelerated learning to the new team member along with exposure to high-impact projects.The individual is expected to possess excellent, hands-on expertise in Python scripting, SQL, and Excel automation. The ideal candidate will have demonstrated experience delivering impactful automation projects and managing them end-to-end with minimal supervision. Proficiency in cloud-based data services (especially AWS) and exposure to Data Science/ML is a strong plus. Any domain knowledge and exposure to sustainability and ESG data is preferred.Technical: Python, R, SQL, NoSQL, Cloud services (AWS), APIs, Excel (VBA, Macros).Data Science: Machine Learning, Predictive Modeling, Data Preprocessing, Feature Engineering.Data Engineering: Data Pipelines, ETL processes, Database Optimization.Visualization: Tableau, Power BI.Automation: Process automation, Workflow optimization.Industry Knowledge (Preferred): Sustainability/ESG data processing. Candidates should have a strong mix of these technical skills, with an emphasis on data engineering, cloud technologies, and automation, as well as some familiarity with machine learning and visualization.

About Us: SG Analytics (SGA), a Global Insights and Analytics company, focuses on ESG, Data Analytics, and Investment & Market research services. The company has a presence in New York, San Francisco, Austin, Seattle, Toronto, London, Zurich, Pune, Bengaluru, and Hyderabad and growing consistently for the last few years. SGA is a Great Place To Work (GPTW) certified company, and with its thriving work environment shaped by a growth mindset, abundant learning, and a meritocracy-driven culture, SG Analytics has also been awarded regional best employer in 2016, 2018 & 2020. Role: Associate Analyst Investment Research, Fixed Income Research Purpose: The role involves gathering financial information about the companies, such as the issuer s profile, the industry and sector details, the key financial data and credit metrics of the borrower. The candidate will be involved in preparing the Fixed Income factsheet, which will cover research and analysis of corporate and sovereign issuers from a credit perspective. Responsibilities: Accurately compiling data related to issuer. Ensure the accuracy and reliability of information. Conduct in-depth fundamental credit analysis to produce high-quality research reports covering individual issuers across the globe. Provide recommendations tied to analysis and assessment of credit risk. Develop and prepare spreadsheets and models to support analysis of new and existing issuers. Working under pressure to deliver high-quality research in a timely manner. Flexible to work across multiple projects in the fixed-income domain. Understanding of capital structure analysis, indenture screening, covenant analysis, and scenario analysis would be an added advantage. Understanding of macroeconomics could be an added advantage. Experience & Skills: MBA or equivalent in Finance /CFA/CA. 0-2 years of experience in the investment research profile with a broad understanding of financial markets. Ability to articulate and present viewpoints. Able to work independently and in a global team set up to take on initiatives with a positive attitude. Good attention to detail. Strong oral and written communication skills. Self-motivated individual with strong analytical ability and entrepreneurial thinking with a high degree of independence and willingness for above-average commitment. Well-versed with Microsoft Word, Excel, PowerPoint, and Bloomberg.

Korean Consultant Designation: ConsultantJob Type: ContractualDuration: 3 months (Tentative)Location: RemoteCTC: Depends on expertise level.Start Date: 1st April 2025 JOB DESCRIPTION • Proficient in reading & writing Korean and also translating Korean to English • Conduct sustainability research & analysis of companies across multiple sectors on ESG companies • Analyze the Annual Reports, CSR Report, Proxy Statement and Articles of a company to fetch information with regards to Economic, Environmental, Social and Governance-related data • Understand and analyze company Policies, Processes and Commitments towards its Stakeholders, Society and Environment • Ability to work under pressure and tight deadlines • Understanding of ESG concepts is an added advantage EXPERTISE AND QUALIFICATIONS • Good hold on Korean language (TOPIK 3 and above candidates are preferred) • Secondary Research • Understanding of sustainability issues/theme

Experience:3+ years of experience in building and maintaining data pipelines for diverse data sources and formats using tools such as Informatica PowerCenter and IICS.Conducted data quality checks and implemented data validation processes to ensure accuracy and consistency across cloud and on-premises environments.Collaborated with data scientists and analysts to provide reliable and timely data for analysis and reporting.Participated in setting up data engineering practices and standards for various projects and clients, including cloud migration strategies.Designed and optimized complex SQL queries for efficient data retrieval, transformation, and integration with cloud data warehouses like AWS Redshift and Snowflake.Implemented data monitoring and alerting systems to proactively address data pipeline issues and ensure continuous data availability.Assisted in building cloud-native data solutions on AWS, with a focus on services like S3, Lambda, Redshift, and Athena, ensuring scalability, performance, and cost-effectiveness.

Hello!!SG Analytics is hiring Japanese Consultants We have an amazing opportunity for Japanese language experts Designation: Consultant - JapaneseQualifications: Any Graduate + JLPT N3, NAT Q3 and above completed or BA/diploma in JapaneseJob Type: ContractualDuration: 3 months (Tentative)CTC: Depends on expertise level.Start Date: 1st April 2025Openings: 20Location: Remote/WFH JOB DESCRIPTION • Proficient in reading & writing Japanese and also translating Japanese to English. • Conduct sustainability research & analysis of companies across multiple sectors on ESG companies • Analyse the Annual Reports, CSR Report, Proxy Statement and Articles of a company to fetch Information with regards to Economic, Environmental, Social and Governance-related data • Understand and analyse company Policies, Processes and Commitments towards its Stakeholders, Society and Environment • Ability to work under pressure and tight deadlines • Understanding of ESG concepts is an added advantage Skills required: Expertise in Japanese language, Analytical, Desk research, Good command in English, Logical reasoning Interested candidates can share your updated resumes on below mentioned id-bhagyashree.katre@sganalytics.com

Job Summary: We are seeking a dynamic and detail-oriented Senior Analyst with a strong background in telecom regulation, secondary research, data analysis, and project coordination. The ideal candidate will be able to conduct in-depth research, analysis, and reporting on telecom regulations, policies, and trends. This role requires a strategic thinker who can interpret complex regulatory frameworks and assess their impact on the telecommunications industry. Key Responsibilities: Research Analysis: Conduct comprehensive research on telecom regulations, both domestic and international. Monitor and evaluate policy changes, regulatory developments, and industry trends. Report Writing Documentation: Prepare clear, detailed, and insightful reports, and presentations on regulatory topics. Summarize technical and regulatory information in easy to understand language. Strategic Insights: Analyze regulatory implications on business operations and industry competition. Provide actionable recommendations for industry stakeholders, including regulators and service providers. Stakeholder Engagement: Collaborate with SMEs from the client side to ensure alignment on quality and expectation. Liaise with regulatory bodies and industry associations, as needed. Qualifications: Degree/course in telecommunications (preferable) Research experience of 2+ years in telecom domain (including regulation) Strong analytical, writing, and communication skills Proficiency in interpreting government and regulatory documents Ability to work independently and meet tight deadlines

Job Title: Python DeveloperJob Overview: We are seeking a highly skilled and motivated Python Developer with expertise in CI/CD, unit test cases, deployment, Tkinter, SQL models for app integration, Python desktop applications, Retool, Flask, and web applications. The ideal candidate will have hands-on experience in developing and maintaining robust applications, ensuring seamless integration and deployment processes.Key Responsibilities:Develop and Maintain Applications: Design, develop, and maintain Python desktop applications using Tkinter and web applications using Flask.CI/CD Implementation: Implement and manage CI/CD pipelines to automate the build, test, and deployment processes.Unit Testing: Write and maintain unit test cases to ensure code quality and reliability.SQL Integration: Develop and manage SQL models for seamless app integration.Deployment: Oversee the deployment of applications, ensuring smooth and efficient rollouts.Retool Integration: Utilize Retool for building internal tools and applications.Web Development: Develop and maintain web applications using Flask.Collaboration: Work closely with cross-functional teams to gather requirements and deliver high-quality software solutions.Required Skills:Python Proficiency: Strong experience in Python programming.CI/CD Tools: Hands-on experience with CI/CD tools such as Jenkins, GitLab CI, or CircleCI.Unit Testing: Proficiency in writing unit test cases using frameworks like unittest or pytest.Tkinter: Experience in developing desktop applications using Tkinter.Flask: Experience in developing web applications using Flask.Retool: Experience with Retool for building internal tools.SQL: Advanced knowledge of SQL and experience with SQL models for app integration.Deployment: Experience with deployment processes and tools.Problem-Solving: Strong analytical and problem-solving skills.Collaboration: Excellent communication and teamwork abilities.Qualifications:Education: Bachelors or Masters degree in Computer Science, Information Technology, or related fields.Experience: 5-8 years of professional experience in Python development, with a focus on CI/CD, unit testing, deployment, desktop applications, and web applications.

Role & responsibilities • Analysing company reporting documents to create pitchbooks, company profiles, information memorandums, sector reports, financial benchmarking and trading and transaction comps • Identifying potential targets/buyers for M&A deals • Working on Financial Models, DCF, LBO, and Football field analysis • Performing secondary research through the web and available databases to prepare investment decks • Interacting with the client for project coordination, • Be responsible for quality check and client deliverable • Managing a team of 7-10 analysts ROLES & RESPONSIBILITIES • At least 5 years of experience in Private Equity/Investment Banking • End to end knowledge of PE/IB deal and key products • Deep understanding of all investment banking products and requirements • Experience in preparing pitch books, profiles, screening for targets/ buyers, sector reports, trading and transaction comps, as well as investment memorandums • Proficiency in financial modelling, including detailed 3 statement forecasting, multiple scenario analysis, DCF valuation, capital structure modelling, LBO and merger modelling • Strong in working on unstructured and open-ended requests • Prior experience of working and communicating with clients and various stakeholders • Knowledge of databases such as Bloomberg, CapIQ, Pitchbook, Reuters, FactSet, and Merger market • Excellent in MS PowerPoint and MS Excel • Work with sales teams on business development activities • Participate in new client discussions, conduct workshops and demos • Transition new engagements from client site to SGA • Manage staffing and attrition for allocated teams • Conduct on the job and off the job trainings for the team members REQUIRED SKILLSET • MBA Finance / CFA level 2+ • Self-driven and Dynamic •Able to think out-of-box and come up with innovate ideas • Excellent written and oral communication skills in English • Results oriented, Problem-solving skills If you think you will meet our requirements, then we look forward to meeting you

Job Overview:We are seeking a skilled and experienced Frontend Developer to join our dynamic team. The ideal candidate will have 4 to 8 years of experience in front-end development, a strong understanding of Angular JavaScript framework, and a passion for building user-friendly web applications. You will collaborate with designers, backend developers, and product managers to deliver high-quality, scalable, and maintainable frontend solutions.Must Have Skills : Angular, Angular.js, API, HTML, CSS, JavaScript Framework /TypeScript, Database, Web Application development Good To have :D3.js, Google Charts, or similar charting libraries, database technologies, CI/CD pipelines and DevOps processes, Agile/Scrum methodologies, cloud platformsKey Responsibilities:Develop, optimize, and maintain web applications using Angular.Translate UI/UX designs into responsive and interactive web components.Ensure high performance and compatibility across various devices and browsers.Collaborate with backend developers to integrate APIs and services.Write clean, maintainable, and reusable code following best practices.Conduct code reviews, debugging, and troubleshooting.Actively contribute to design and scoping discussions.Required Skills and Qualifications:Proficiency with fundamental front-end languages such as HTML, CSS, JavaScript/TypeScript.Hands-on expertise with Angular. Experience with AngularJS is preferred.Must have experience working with APIs.Experience with implementing unit tests.Understanding of design principles for a scalable, high-performing, and high-availability architecture.Proficient understanding of code versioning tools, such as Git.Excellent verbal communication and problem-solving skills with attention to detail.

We are seeking a highly motivated and detail-oriented Software Test Engineer with 4+ years of experience to join our dynamic team. The ideal candidate will be responsible for ensuring the quality and reliability of our applications by designing, executing, and automating test cases. You will work closely with developers, business analysts, and project managers to identify defects, improve software quality, and ensure smooth deployments.Must have Skills : Manual Testing, Automation testing , Selenium, TestNG, API Testing, Postman, Rest Assured, scripting languages, Database TestingGood to have Skills : Cloud testing environments , security testing tools, DevOps, Key Responsibilities:Develop, execute, and maintain manual and automated test cases.Perform functional, regression, integration, performance, and security testing.Design and implement test automation frameworks using tools like Selenium, JUnit, TestNG, or Cypress.Identify, document, and track bugs using JIRA, Bugzilla, or similar tools.Work closely with developers to troubleshoot and resolve defects.Conduct API testing using Postman, REST Assured, or SoapUI.Ensure software quality through test-driven development (TDD) and behavior-driven development (BDD) approaches.Develop and execute performance and load testing using tools like JMeter or LoadRunner.Collaborate with cross-functional teams in Agile/Scrum environments.Ensure compliance with security and quality assurance standards.Required Skills and Qualifications:4 to 8 years of experience in software testing and quality assurance.Strong knowledge of manual and automated testing methodologies.Hands-on experience with test automation tools (Selenium, Cypress, Appium, JUnit, TestNG, Playwright).Experience with API testing tools (Postman, REST Assured, SoapUI).Familiarity with performance testing tools (JMeter, LoadRunner).Experience in working with CI/CD pipelines and integrating automated tests.Knowledge of SQL and database testing.Proficiency in scripting languages such as C#, Java, or JavaScript.Strong analytical and problem-solving skills.Excellent communication and documentation skills.

We are seeking a skilled Backend Developer with 4+ years of experience to join our team. The ideal candidate will have strong expertise in backend technologies, APIs, and database management to develop scalable and efficient backend systems. You will work closely with front-end developers, DevOps engineers, and product managers to create high-performance applications.Key Responsibilities:Develop, maintain, and optimize backend applications.Design and implement RESTful APIs.Work with databases (SQL and NoSQL) such as PostgreSQL, MySQL, MongoDB, or Redis.Ensure system security, performance, and scalability.Collaborate with frontend developers for seamless integration.Implement authentication, authorization, and security best practices.Work with microservices architecture and containerization tools like Docker and Kubernetes.Write clean, maintainable, and well-documented code.Perform unit testing and debugging to optimize performance.Collaborate with DevOps teams to automate deployment using CI/CD pipelines.Must Have Skills :.Net Core, Database (SQL Server, NoSQL, MongoDB database etc), Restful API, Design Principle, microservices architectureGood to have Skills:Cloud , DevOps, Message queues, Understanding of Angular / AngularJSRequired Skills and Qualifications:4 to 8 years of proven experience as a .NET Developer, with proficiency in .NET CoreProficiency in data model design for large platforms on SQL Server or other database systems.Experience with developing and consuming RESTful APIs.Experience with asynchronous programming and event-driven architectures.Implementation-level knowledge of web application architecture and design principles (e.g., SOLID).Hands-on knowledge on Unit Testing tool/framework such as NUnit.Proficiency in version control systems (Git, GitHub, GitLab, Bitbucket).Strong problem-solving and debugging skills.Excellent communication and teamwork abilities.